{ "best_metric": null, "best_model_checkpoint": null, "episode": 12800, "epoch": 0.07669171130363926, "eval_steps": 500, "global_step": 800, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "episode": 16, "epoch": 9.586463912954908e-05, "loss/policy_avg": 0.0339290015399456, "lr": 1e-05, "objective/entropy": 78.48619842529297, "objective/kl": 5.6675214767456055, "objective/non_score_reward": -0.2833760380744934, "objective/rlhf_reward": 3.2664958328008655, "objective/scores": 1.1, "policy/approxkl_avg": 56.270538330078125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5703125, "step": 0, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000828266143799 }, { "episode": 32, "epoch": 0.00019172927825909816, "loss/policy_avg": 0.032509539276361465, "lr": 9.999360940695298e-06, "objective/entropy": 39.34157943725586, "objective/kl": 8.134885787963867, "objective/non_score_reward": -0.40674424171447754, "objective/rlhf_reward": -1.6269769463688135, "objective/scores": 0.0, "policy/approxkl_avg": 125.53129577636719, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.46875, "step": 1, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994192123413086 }, { "episode": 48, "epoch": 0.00028759391738864725, "loss/policy_avg": 0.2574540972709656, "lr": 9.998721881390595e-06, "objective/entropy": 35.90438461303711, "objective/kl": 10.056818008422852, "objective/non_score_reward": -0.5028409957885742, "objective/rlhf_reward": -4.011363983154297, "objective/scores": -0.5, "policy/approxkl_avg": 197.81790161132812, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.73828125, "step": 2, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99604332447052 }, { "episode": 64, "epoch": 0.0003834585565181963, "loss/policy_avg": 0.1315518617630005, "lr": 9.99808282208589e-06, "objective/entropy": 163.52642822265625, "objective/kl": 12.497467041015625, "objective/non_score_reward": -0.6248733997344971, "objective/rlhf_reward": -2.499493680894375, "objective/scores": 0.0, "policy/approxkl_avg": 280.7725830078125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.716796875, "step": 3, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999171257019043 }, { "episode": 80, "epoch": 0.0004793231956477454, "loss/policy_avg": 0.024046147242188454, "lr": 9.997443762781187e-06, "objective/entropy": 118.5094223022461, "objective/kl": 5.982309818267822, "objective/non_score_reward": -0.29911553859710693, "objective/rlhf_reward": -1.196462158113718, "objective/scores": 0.0, "policy/approxkl_avg": 52.543487548828125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.552734375, "step": 4, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001847743988037 }, { "episode": 96, "epoch": 0.0005751878347772945, "loss/policy_avg": 0.10632362961769104, "lr": 9.996804703476484e-06, "objective/entropy": 152.1885986328125, "objective/kl": 7.815367698669434, "objective/non_score_reward": -0.3907684087753296, "objective/rlhf_reward": 0.0987858943933384, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 88.51527404785156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5859375, "step": 5, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9992973804473877 }, { "episode": 112, "epoch": 0.0006710524739068436, "loss/policy_avg": 0.08422186970710754, "lr": 9.99616564417178e-06, "objective/entropy": 75.0154037475586, "objective/kl": 17.52770233154297, "objective/non_score_reward": -0.8763852119445801, "objective/rlhf_reward": -3.5055407360196114, "objective/scores": 0.0, "policy/approxkl_avg": 443.602294921875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.505859375, "step": 6, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9972598552703857 }, { "episode": 128, "epoch": 0.0007669171130363926, "loss/policy_avg": 0.007405903190374374, "lr": 9.995526584867077e-06, "objective/entropy": 51.67172622680664, "objective/kl": 11.563663482666016, "objective/non_score_reward": -0.5781831741333008, "objective/rlhf_reward": -4.312732696533203, "objective/scores": -0.5, "policy/approxkl_avg": 126.90079498291016, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.546875, "step": 7, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0016322135925293 }, { "episode": 144, "epoch": 0.0008627817521659417, "loss/policy_avg": 0.13771404325962067, "lr": 9.994887525562374e-06, "objective/entropy": 240.35464477539062, "objective/kl": 18.096904754638672, "objective/non_score_reward": -0.9048453569412231, "objective/rlhf_reward": -1.6719702733325317, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 460.8926696777344, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.90625, "step": 8, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9999654293060303 }, { "episode": 160, "epoch": 0.0009586463912954908, "loss/policy_avg": 0.41069674491882324, "lr": 9.99424846625767e-06, "objective/entropy": 224.78262329101562, "objective/kl": 11.231921195983887, "objective/non_score_reward": -0.5615960955619812, "objective/rlhf_reward": -0.8225522383051791, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 167.4181671142578, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7578125, "step": 9, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9952213764190674 }, { "episode": 176, "epoch": 0.0010545110304250398, "loss/policy_avg": 0.2340843677520752, "lr": 9.993609406952966e-06, "objective/entropy": 77.48204040527344, "objective/kl": 13.726895332336426, "objective/non_score_reward": -0.6863448619842529, "objective/rlhf_reward": -0.34537934362888345, "objective/scores": 0.6, "policy/approxkl_avg": 270.8516845703125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.876953125, "step": 10, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9955778121948242 }, { "episode": 192, "epoch": 0.001150375669554589, "loss/policy_avg": 0.1845349222421646, "lr": 9.992970347648263e-06, "objective/entropy": -45.138362884521484, "objective/kl": 14.76271915435791, "objective/non_score_reward": -0.7381359338760376, "objective/rlhf_reward": -1.2192103425661722, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 207.85874938964844, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.703125, "step": 11, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.000040292739868 }, { "episode": 208, "epoch": 0.001246240308684138, "loss/policy_avg": 0.6059431433677673, "lr": 9.992331288343558e-06, "objective/entropy": 40.190372467041016, "objective/kl": 19.720378875732422, "objective/non_score_reward": -0.9860190749168396, "objective/rlhf_reward": -1.821370030120883, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 268.6492919921875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.654296875, "step": 12, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9966726303100586 }, { "episode": 224, "epoch": 0.0013421049478136871, "loss/policy_avg": -0.0064672790467739105, "lr": 9.991692229038855e-06, "objective/entropy": 108.48332214355469, "objective/kl": 5.689068794250488, "objective/non_score_reward": -0.28445348143577576, "objective/rlhf_reward": -1.1378139406442642, "objective/scores": 0.0, "policy/approxkl_avg": 15.834894180297852, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.4716796875, "step": 13, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0026183128356934 }, { "episode": 240, "epoch": 0.001437969586943236, "loss/policy_avg": 0.6670212745666504, "lr": 9.991053169734152e-06, "objective/entropy": 0.18174362182617188, "objective/kl": 12.982845306396484, "objective/non_score_reward": -0.6491422653198242, "objective/rlhf_reward": -2.596569076180458, "objective/scores": 0.0, "policy/approxkl_avg": 330.118896484375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.759765625, "step": 14, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9997687339782715 }, { "episode": 256, "epoch": 0.0015338342260727853, "loss/policy_avg": 0.21263472735881805, "lr": 9.990414110429449e-06, "objective/entropy": 249.88232421875, "objective/kl": 9.040252685546875, "objective/non_score_reward": -0.45201271772384644, "objective/rlhf_reward": -1.808050960302353, "objective/scores": 0.0, "policy/approxkl_avg": 102.57914733886719, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.744140625, "step": 15, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000203847885132 }, { "episode": 272, "epoch": 0.0016296988652023342, "loss/policy_avg": 0.01660698838531971, "lr": 9.989775051124744e-06, "objective/entropy": 106.64703369140625, "objective/kl": 11.038640022277832, "objective/non_score_reward": -0.5519319772720337, "objective/rlhf_reward": -2.2077280431985855, "objective/scores": 0.0, "policy/approxkl_avg": 164.40890502929688, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.654296875, "step": 16, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000194549560547 }, { "episode": 288, "epoch": 0.0017255635043318834, "loss/policy_avg": 0.17964985966682434, "lr": 9.989135991820041e-06, "objective/entropy": 29.59412956237793, "objective/kl": 11.429637908935547, "objective/non_score_reward": -0.5714819431304932, "objective/rlhf_reward": -2.2859277576208115, "objective/scores": 0.0, "policy/approxkl_avg": 113.22151184082031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.642578125, "step": 17, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9986356496810913 }, { "episode": 304, "epoch": 0.0018214281434614326, "loss/policy_avg": 0.1845007836818695, "lr": 9.988496932515338e-06, "objective/entropy": -2.3180160522460938, "objective/kl": 15.66268539428711, "objective/non_score_reward": -0.7831343412399292, "objective/rlhf_reward": -1.773287498687191, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 162.00823974609375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8046875, "step": 18, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0002946853637695 }, { "episode": 320, "epoch": 0.0019172927825909815, "loss/policy_avg": 0.14623276889324188, "lr": 9.987857873210635e-06, "objective/entropy": 26.79373550415039, "objective/kl": 16.199674606323242, "objective/non_score_reward": -0.8099837303161621, "objective/rlhf_reward": -3.2399348318576813, "objective/scores": 0.0, "policy/approxkl_avg": 345.71685791015625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7109375, "step": 19, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9992010593414307 }, { "episode": 336, "epoch": 0.0020131574217205307, "loss/policy_avg": 0.061316944658756256, "lr": 9.987218813905932e-06, "objective/entropy": 30.27604866027832, "objective/kl": 13.349930763244629, "objective/non_score_reward": -0.6674965620040894, "objective/rlhf_reward": -4.669986248016357, "objective/scores": -0.5, "policy/approxkl_avg": 182.816650390625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 20, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.996535301208496 }, { "episode": 352, "epoch": 0.0021090220608500796, "loss/policy_avg": -0.08272892981767654, "lr": 9.986579754601228e-06, "objective/entropy": 198.63003540039062, "objective/kl": 11.5382719039917, "objective/non_score_reward": -0.5769136548042297, "objective/rlhf_reward": -0.9076545149087907, "objective/scores": 0.35, "policy/approxkl_avg": 159.97686767578125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.974609375, "step": 21, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998477578163147 }, { "episode": 368, "epoch": 0.0022048866999796286, "loss/policy_avg": 0.23813551664352417, "lr": 9.985940695296524e-06, "objective/entropy": 181.51829528808594, "objective/kl": 13.08276653289795, "objective/non_score_reward": -0.6541383266448975, "objective/rlhf_reward": -4.61655330657959, "objective/scores": -0.5, "policy/approxkl_avg": 108.47281646728516, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6484375, "step": 22, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991295337677002 }, { "episode": 384, "epoch": 0.002300751339109178, "loss/policy_avg": 0.36420387029647827, "lr": 9.98530163599182e-06, "objective/entropy": 257.93609619140625, "objective/kl": 14.696407318115234, "objective/non_score_reward": -0.7348203063011169, "objective/rlhf_reward": -1.3351611531415755, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 150.4597625732422, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.849609375, "step": 23, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9980016946792603 }, { "episode": 400, "epoch": 0.002396615978238727, "loss/policy_avg": 0.20780539512634277, "lr": 9.984662576687117e-06, "objective/entropy": -139.27951049804688, "objective/kl": 15.462644577026367, "objective/non_score_reward": -0.77313232421875, "objective/rlhf_reward": -5.092529296875, "objective/scores": -0.5, "policy/approxkl_avg": 237.78317260742188, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6484375, "step": 24, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 7, "val/ratio": 1.999894618988037 }, { "episode": 416, "epoch": 0.002492480617368276, "loss/policy_avg": 0.2547074556350708, "lr": 9.984023517382414e-06, "objective/entropy": 103.24639892578125, "objective/kl": 17.307334899902344, "objective/non_score_reward": -0.8653668165206909, "objective/rlhf_reward": -5.461467266082764, "objective/scores": -0.5, "policy/approxkl_avg": 167.2418212890625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.65625, "step": 25, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.000932216644287 }, { "episode": 432, "epoch": 0.002588345256497825, "loss/policy_avg": 0.3379603624343872, "lr": 9.983384458077711e-06, "objective/entropy": 120.86388397216797, "objective/kl": 14.275808334350586, "objective/non_score_reward": -0.7137903571128845, "objective/rlhf_reward": -2.8551614582538605, "objective/scores": 0.0, "policy/approxkl_avg": 99.34181213378906, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.73828125, "step": 26, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994611740112305 }, { "episode": 448, "epoch": 0.0026842098956273742, "loss/policy_avg": 0.1328231394290924, "lr": 9.982745398773006e-06, "objective/entropy": 154.86619567871094, "objective/kl": 14.35202693939209, "objective/non_score_reward": -0.7176014184951782, "objective/rlhf_reward": -4.870405673980713, "objective/scores": -0.5, "policy/approxkl_avg": 91.33482360839844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.724609375, "step": 27, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9957685470581055 }, { "episode": 464, "epoch": 0.002780074534756923, "loss/policy_avg": 0.2314174473285675, "lr": 9.982106339468303e-06, "objective/entropy": 60.19127655029297, "objective/kl": 12.188166618347168, "objective/non_score_reward": -0.6094082593917847, "objective/rlhf_reward": -2.4376331865787506, "objective/scores": 0.0, "policy/approxkl_avg": 205.1094970703125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.810546875, "step": 28, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.994727611541748 }, { "episode": 480, "epoch": 0.002875939173886472, "loss/policy_avg": 0.1261996328830719, "lr": 9.9814672801636e-06, "objective/entropy": 67.08200073242188, "objective/kl": 16.607372283935547, "objective/non_score_reward": -0.8303685784339905, "objective/rlhf_reward": -3.3214742839336395, "objective/scores": 0.0, "policy/approxkl_avg": 226.6929168701172, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.53125, "step": 29, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9976527690887451 }, { "episode": 496, "epoch": 0.0029718038130160216, "loss/policy_avg": 0.35239556431770325, "lr": 9.980828220858897e-06, "objective/entropy": 204.22116088867188, "objective/kl": 14.144770622253418, "objective/non_score_reward": -0.7072385549545288, "objective/rlhf_reward": 1.5710457801818851, "objective/scores": 1.1, "policy/approxkl_avg": 124.6588363647461, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.7578125, "step": 30, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977011680603027 }, { "episode": 512, "epoch": 0.0030676684521455705, "loss/policy_avg": 0.26766547560691833, "lr": 9.980189161554194e-06, "objective/entropy": 107.69725036621094, "objective/kl": 12.877479553222656, "objective/non_score_reward": -0.643873929977417, "objective/rlhf_reward": -2.5754958018660545, "objective/scores": 0.0, "policy/approxkl_avg": 186.40504455566406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.701171875, "step": 31, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9972684383392334 }, { "episode": 528, "epoch": 0.0031635330912751195, "loss/policy_avg": 0.017455143854022026, "lr": 9.97955010224949e-06, "objective/entropy": 69.81261444091797, "objective/kl": 15.58060073852539, "objective/non_score_reward": -0.7790300250053406, "objective/rlhf_reward": -0.19240116024133824, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 326.45733642578125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.671875, "step": 32, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994511604309082 }, { "episode": 544, "epoch": 0.0032593977304046684, "loss/policy_avg": 0.1626880019903183, "lr": 9.978911042944786e-06, "objective/entropy": 49.244285583496094, "objective/kl": 11.25068473815918, "objective/non_score_reward": -0.5625342130661011, "objective/rlhf_reward": -0.871534817901951, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 50.66204071044922, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7109375, "step": 33, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9966607093811035 }, { "episode": 560, "epoch": 0.003355262369534218, "loss/policy_avg": 0.18031546473503113, "lr": 9.978271983640083e-06, "objective/entropy": 147.95474243164062, "objective/kl": 15.950370788574219, "objective/non_score_reward": -0.7975186109542847, "objective/rlhf_reward": -3.190074533224106, "objective/scores": 0.0, "policy/approxkl_avg": 201.51080322265625, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.515625, "step": 34, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0006275177001953 }, { "episode": 576, "epoch": 0.0034511270086637668, "loss/policy_avg": -0.05689749866724014, "lr": 9.977632924335378e-06, "objective/entropy": 4.240108489990234, "objective/kl": 13.38272762298584, "objective/non_score_reward": -0.6691364049911499, "objective/rlhf_reward": -4.6765456199646, "objective/scores": -0.5, "policy/approxkl_avg": 247.30409240722656, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.796875, "step": 35, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9973469972610474 }, { "episode": 592, "epoch": 0.0035469916477933157, "loss/policy_avg": 0.16461774706840515, "lr": 9.976993865030675e-06, "objective/entropy": 123.00151824951172, "objective/kl": 11.21810531616211, "objective/non_score_reward": -0.5609052181243896, "objective/rlhf_reward": -4.243620872497559, "objective/scores": -0.5, "policy/approxkl_avg": 64.79019927978516, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.712890625, "step": 36, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0026960372924805 }, { "episode": 608, "epoch": 0.003642856286922865, "loss/policy_avg": 0.15750062465667725, "lr": 9.976354805725972e-06, "objective/entropy": 30.60162925720215, "objective/kl": 17.013538360595703, "objective/non_score_reward": -0.850676953792572, "objective/rlhf_reward": -3.4027078449726105, "objective/scores": 0.0, "policy/approxkl_avg": 234.95870971679688, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.7421875, "step": 37, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.998824119567871 }, { "episode": 624, "epoch": 0.003738720926052414, "loss/policy_avg": 0.03158241882920265, "lr": 9.975715746421269e-06, "objective/entropy": 115.71566772460938, "objective/kl": 15.653677940368652, "objective/non_score_reward": -0.7826838493347168, "objective/rlhf_reward": -3.1307354420423508, "objective/scores": 0.0, "policy/approxkl_avg": 233.744873046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.765625, "step": 38, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997577428817749 }, { "episode": 640, "epoch": 0.003834585565181963, "loss/policy_avg": -0.031586866825819016, "lr": 9.975076687116566e-06, "objective/entropy": 70.69473266601562, "objective/kl": 13.526529312133789, "objective/non_score_reward": -0.6763265132904053, "objective/rlhf_reward": 1.6946939915418628, "objective/scores": 1.1, "policy/approxkl_avg": 101.47872924804688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.677734375, "step": 39, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0043745040893555 }, { "episode": 656, "epoch": 0.003930450204311512, "loss/policy_avg": 0.12032957375049591, "lr": 9.97443762781186e-06, "objective/entropy": 172.61669921875, "objective/kl": 16.604652404785156, "objective/non_score_reward": -0.8302326798439026, "objective/rlhf_reward": -5.320930480957031, "objective/scores": -0.5, "policy/approxkl_avg": 220.98178100585938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.642578125, "step": 40, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9957454204559326 }, { "episode": 672, "epoch": 0.004026314843441061, "loss/policy_avg": 0.0876859575510025, "lr": 9.973798568507158e-06, "objective/entropy": 12.816411972045898, "objective/kl": 13.908916473388672, "objective/non_score_reward": -0.6954457759857178, "objective/rlhf_reward": -4.781783103942871, "objective/scores": -0.5, "policy/approxkl_avg": 74.01300048828125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.640625, "step": 41, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0018563270568848 }, { "episode": 688, "epoch": 0.00412217948257061, "loss/policy_avg": 0.1008758619427681, "lr": 9.973159509202454e-06, "objective/entropy": 257.1292724609375, "objective/kl": 11.528783798217773, "objective/non_score_reward": -0.5764391422271729, "objective/rlhf_reward": -2.3057566583156586, "objective/scores": 0.0, "policy/approxkl_avg": 84.59580993652344, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75390625, "step": 42, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9929132461547852 }, { "episode": 704, "epoch": 0.004218044121700159, "loss/policy_avg": 0.44639891386032104, "lr": 9.972520449897751e-06, "objective/entropy": 62.445350646972656, "objective/kl": 13.397602081298828, "objective/non_score_reward": -0.6698801517486572, "objective/rlhf_reward": -4.679520606994629, "objective/scores": -0.5, "policy/approxkl_avg": 185.67079162597656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.533203125, "step": 43, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9992148876190186 }, { "episode": 720, "epoch": 0.004313908760829708, "loss/policy_avg": 0.09568839520215988, "lr": 9.971881390593048e-06, "objective/entropy": 129.84619140625, "objective/kl": 14.350381851196289, "objective/non_score_reward": -0.7175191640853882, "objective/rlhf_reward": -0.9226653081940968, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 253.10037231445312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7421875, "step": 44, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9957365989685059 }, { "episode": 736, "epoch": 0.004409773399959257, "loss/policy_avg": 0.22084593772888184, "lr": 9.971242331288345e-06, "objective/entropy": -42.89992904663086, "objective/kl": 15.893115997314453, "objective/non_score_reward": -0.7946557998657227, "objective/rlhf_reward": -1.44528977672259, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 121.7098388671875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.751953125, "step": 45, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000582218170166 }, { "episode": 752, "epoch": 0.004505638039088807, "loss/policy_avg": 0.22875869274139404, "lr": 9.97060327198364e-06, "objective/entropy": 9.025165557861328, "objective/kl": 22.01996612548828, "objective/non_score_reward": -1.1009982824325562, "objective/rlhf_reward": -1.48027405583975, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 321.845703125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5859375, "step": 46, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9953069686889648 }, { "episode": 768, "epoch": 0.004601502678218356, "loss/policy_avg": 0.07661572843790054, "lr": 9.969964212678937e-06, "objective/entropy": 10.382087707519531, "objective/kl": 13.358439445495605, "objective/non_score_reward": -0.6679220199584961, "objective/rlhf_reward": 1.7283119499683384, "objective/scores": 1.1, "policy/approxkl_avg": 29.50304412841797, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.638671875, "step": 47, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.999579668045044 }, { "episode": 784, "epoch": 0.004697367317347905, "loss/policy_avg": 0.19636262953281403, "lr": 9.969325153374234e-06, "objective/entropy": 0.6832618713378906, "objective/kl": 8.836541175842285, "objective/non_score_reward": -0.4418269991874695, "objective/rlhf_reward": -1.767308071255684, "objective/scores": 0.0, "policy/approxkl_avg": 94.3209228515625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.712890625, "step": 48, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998420000076294 }, { "episode": 800, "epoch": 0.004793231956477454, "loss/policy_avg": -0.02652953751385212, "lr": 9.968686094069531e-06, "objective/entropy": 125.6042709350586, "objective/kl": 15.016199111938477, "objective/non_score_reward": -0.7508100271224976, "objective/rlhf_reward": -5.00324010848999, "objective/scores": -0.5, "policy/approxkl_avg": 207.12213134765625, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.7421875, "step": 49, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.002742052078247 }, { "episode": 816, "epoch": 0.004889096595607003, "loss/policy_avg": 0.10039197653532028, "lr": 9.968047034764828e-06, "objective/entropy": -24.506595611572266, "objective/kl": 18.726213455200195, "objective/non_score_reward": -0.9363107085227966, "objective/rlhf_reward": -5.745243072509766, "objective/scores": -0.5, "policy/approxkl_avg": 300.677490234375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6953125, "step": 50, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9997317790985107 }, { "episode": 832, "epoch": 0.004984961234736552, "loss/policy_avg": 0.18666991591453552, "lr": 9.967407975460123e-06, "objective/entropy": -47.62429428100586, "objective/kl": 13.258740425109863, "objective/non_score_reward": -0.6629370450973511, "objective/rlhf_reward": -1.0954889049201753, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 110.42059326171875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.685546875, "step": 51, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9965816736221313 }, { "episode": 848, "epoch": 0.005080825873866101, "loss/policy_avg": 0.195734903216362, "lr": 9.96676891615542e-06, "objective/entropy": 57.396114349365234, "objective/kl": 15.980720520019531, "objective/non_score_reward": -0.7990360856056213, "objective/rlhf_reward": -5.196144104003906, "objective/scores": -0.5, "policy/approxkl_avg": 125.00595092773438, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.775390625, "step": 52, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.995786428451538 }, { "episode": 864, "epoch": 0.00517669051299565, "loss/policy_avg": 0.24296848475933075, "lr": 9.966129856850717e-06, "objective/entropy": 99.57502746582031, "objective/kl": 17.62392807006836, "objective/non_score_reward": -0.8811964988708496, "objective/rlhf_reward": -2.0090143916928134, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 99.32807922363281, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.662109375, "step": 53, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0016443729400635 }, { "episode": 880, "epoch": 0.0052725551521251995, "loss/policy_avg": 0.5130509734153748, "lr": 9.965490797546014e-06, "objective/entropy": 34.0892219543457, "objective/kl": 14.999124526977539, "objective/non_score_reward": -0.7499562501907349, "objective/rlhf_reward": -1.4840530840479695, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 130.593017578125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75390625, "step": 54, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.000711679458618 }, { "episode": 896, "epoch": 0.0053684197912547485, "loss/policy_avg": 0.3232521116733551, "lr": 9.96485173824131e-06, "objective/entropy": 69.26298522949219, "objective/kl": 21.724315643310547, "objective/non_score_reward": -1.086215853691101, "objective/rlhf_reward": -2.788603871074274, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 234.98104858398438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.68359375, "step": 55, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9952917098999023 }, { "episode": 912, "epoch": 0.0054642844303842975, "loss/policy_avg": 0.10791392624378204, "lr": 9.964212678936606e-06, "objective/entropy": 32.22584533691406, "objective/kl": 15.846414566040039, "objective/non_score_reward": -0.7923207879066467, "objective/rlhf_reward": 1.230716893076897, "objective/scores": 1.1, "policy/approxkl_avg": 256.9724426269531, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4736328125, "step": 56, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9984806776046753 }, { "episode": 928, "epoch": 0.005560149069513846, "loss/policy_avg": 0.37206730246543884, "lr": 9.963573619631903e-06, "objective/entropy": -6.195688247680664, "objective/kl": 12.801559448242188, "objective/non_score_reward": -0.6400780081748962, "objective/rlhf_reward": -2.5603120028972626, "objective/scores": 0.0, "policy/approxkl_avg": 40.83631896972656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.744140625, "step": 57, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0007452964782715 }, { "episode": 944, "epoch": 0.005656013708643395, "loss/policy_avg": 0.05091024935245514, "lr": 9.9629345603272e-06, "objective/entropy": -18.476280212402344, "objective/kl": 18.95052719116211, "objective/non_score_reward": -0.9475262761116028, "objective/rlhf_reward": -3.790105164051056, "objective/scores": 0.0, "policy/approxkl_avg": 144.4001007080078, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.580078125, "step": 58, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9988869428634644 }, { "episode": 960, "epoch": 0.005751878347772944, "loss/policy_avg": -0.008312445133924484, "lr": 9.962295501022495e-06, "objective/entropy": 217.08169555664062, "objective/kl": 14.908738136291504, "objective/non_score_reward": -0.7454369068145752, "objective/rlhf_reward": -2.9817477762699127, "objective/scores": 0.0, "policy/approxkl_avg": 93.395751953125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.77734375, "step": 59, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9973504543304443 }, { "episode": 976, "epoch": 0.005847742986902493, "loss/policy_avg": 0.03407389298081398, "lr": 9.961656441717792e-06, "objective/entropy": 140.58189392089844, "objective/kl": 20.377920150756836, "objective/non_score_reward": -1.0188961029052734, "objective/rlhf_reward": -6.075584411621094, "objective/scores": -0.5, "policy/approxkl_avg": 66.34793090820312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.673828125, "step": 60, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9996695518493652 }, { "episode": 992, "epoch": 0.005943607626032043, "loss/policy_avg": 0.08645053207874298, "lr": 9.961017382413088e-06, "objective/entropy": 19.108230590820312, "objective/kl": 13.644828796386719, "objective/non_score_reward": -0.6822414994239807, "objective/rlhf_reward": -2.7289658784866333, "objective/scores": 0.0, "policy/approxkl_avg": 35.71690368652344, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.564453125, "step": 61, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9962527751922607 }, { "episode": 1008, "epoch": 0.006039472265161592, "loss/policy_avg": -0.17965860664844513, "lr": 9.960378323108385e-06, "objective/entropy": 168.96075439453125, "objective/kl": 11.691057205200195, "objective/non_score_reward": -0.5845528841018677, "objective/rlhf_reward": -4.338212013244629, "objective/scores": -0.5, "policy/approxkl_avg": 65.8020248413086, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.775390625, "step": 62, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0171313285827637 }, { "episode": 1024, "epoch": 0.006135336904291141, "loss/policy_avg": 0.061459362506866455, "lr": 9.959739263803682e-06, "objective/entropy": 117.6607437133789, "objective/kl": 15.35727310180664, "objective/non_score_reward": -0.7678636312484741, "objective/rlhf_reward": -3.071454644203186, "objective/scores": 0.0, "policy/approxkl_avg": 187.7376708984375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.9375, "step": 63, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9990172386169434 }, { "episode": 1040, "epoch": 0.00623120154342069, "loss/policy_avg": 0.07200516015291214, "lr": 9.959100204498979e-06, "objective/entropy": 20.476089477539062, "objective/kl": 13.475000381469727, "objective/non_score_reward": -0.6737500429153442, "objective/rlhf_reward": 1.7049996197223667, "objective/scores": 1.1, "policy/approxkl_avg": 68.92333984375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6796875, "step": 64, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9985809326171875 }, { "episode": 1056, "epoch": 0.006327066182550239, "loss/policy_avg": 0.08365275710821152, "lr": 9.958461145194274e-06, "objective/entropy": -127.62371826171875, "objective/kl": 22.050678253173828, "objective/non_score_reward": -1.1025339365005493, "objective/rlhf_reward": -4.410135626792908, "objective/scores": 0.0, "policy/approxkl_avg": 301.7841491699219, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.720703125, "step": 65, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9990687370300293 }, { "episode": 1072, "epoch": 0.006422930821679788, "loss/policy_avg": 0.040758199989795685, "lr": 9.957822085889571e-06, "objective/entropy": 70.77458190917969, "objective/kl": 18.2130069732666, "objective/non_score_reward": -0.9106502532958984, "objective/rlhf_reward": -1.9807416550522907, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 190.14797973632812, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.439453125, "step": 66, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9984623193740845 }, { "episode": 1088, "epoch": 0.006518795460809337, "loss/policy_avg": 0.05295582860708237, "lr": 9.957183026584868e-06, "objective/entropy": 97.35667419433594, "objective/kl": 24.64842987060547, "objective/non_score_reward": -1.2324215173721313, "objective/rlhf_reward": -4.929685860872269, "objective/scores": 0.0, "policy/approxkl_avg": 394.2406921386719, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.67578125, "step": 67, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0007405281066895 }, { "episode": 1104, "epoch": 0.006614660099938887, "loss/policy_avg": 0.14266067743301392, "lr": 9.956543967280165e-06, "objective/entropy": 85.57185363769531, "objective/kl": 14.76464557647705, "objective/non_score_reward": -0.7382322549819946, "objective/rlhf_reward": -0.029210095049115647, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 171.19406127929688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6015625, "step": 68, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9964725971221924 }, { "episode": 1120, "epoch": 0.006710524739068436, "loss/policy_avg": 0.11469551920890808, "lr": 9.955904907975462e-06, "objective/entropy": 21.974023818969727, "objective/kl": 16.630640029907227, "objective/non_score_reward": -0.8315319418907166, "objective/rlhf_reward": -3.326127827167511, "objective/scores": 0.0, "policy/approxkl_avg": 63.985679626464844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.72265625, "step": 69, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.999800682067871 }, { "episode": 1136, "epoch": 0.006806389378197985, "loss/policy_avg": 0.10287429392337799, "lr": 9.955265848670757e-06, "objective/entropy": 43.38239288330078, "objective/kl": 22.02418327331543, "objective/non_score_reward": -1.101209282875061, "objective/rlhf_reward": -4.404837071895599, "objective/scores": 0.0, "policy/approxkl_avg": 135.89984130859375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.69140625, "step": 70, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9973747730255127 }, { "episode": 1152, "epoch": 0.0069022540173275335, "loss/policy_avg": 2.0731570720672607, "lr": 9.954626789366054e-06, "objective/entropy": -7.300925254821777, "objective/kl": 17.635089874267578, "objective/non_score_reward": -0.8817545175552368, "objective/rlhf_reward": -3.5270181000232697, "objective/scores": 0.0, "policy/approxkl_avg": 183.6417236328125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.65625, "step": 71, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9976426362991333 }, { "episode": 1168, "epoch": 0.0069981186564570825, "loss/policy_avg": 0.24466943740844727, "lr": 9.95398773006135e-06, "objective/entropy": -26.054595947265625, "objective/kl": 15.905699729919434, "objective/non_score_reward": -0.7952849864959717, "objective/rlhf_reward": -5.181139945983887, "objective/scores": -0.5, "policy/approxkl_avg": 46.05584716796875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.625, "step": 72, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9955050945281982 }, { "episode": 1184, "epoch": 0.0070939832955866314, "loss/policy_avg": 0.4031391739845276, "lr": 9.953348670756648e-06, "objective/entropy": -107.55976867675781, "objective/kl": 19.68102264404297, "objective/non_score_reward": -0.9840512275695801, "objective/rlhf_reward": -3.936204746365547, "objective/scores": 0.0, "policy/approxkl_avg": 232.6634521484375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.751953125, "step": 73, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 2.00066876411438 }, { "episode": 1200, "epoch": 0.00718984793471618, "loss/policy_avg": 0.1890699565410614, "lr": 9.952709611451944e-06, "objective/entropy": 118.900146484375, "objective/kl": 21.680133819580078, "objective/non_score_reward": -1.084006667137146, "objective/rlhf_reward": -6.336027145385742, "objective/scores": -0.5, "policy/approxkl_avg": 266.20465087890625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.720703125, "step": 74, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997557282447815 }, { "episode": 1216, "epoch": 0.00728571257384573, "loss/policy_avg": 0.383888304233551, "lr": 9.952070552147241e-06, "objective/entropy": 124.33120727539062, "objective/kl": 21.27002716064453, "objective/non_score_reward": -1.0635013580322266, "objective/rlhf_reward": -4.254005193710327, "objective/scores": 0.0, "policy/approxkl_avg": 86.44483184814453, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.611328125, "step": 75, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9962941408157349 }, { "episode": 1232, "epoch": 0.007381577212975279, "loss/policy_avg": 0.23960661888122559, "lr": 9.951431492842536e-06, "objective/entropy": 40.334468841552734, "objective/kl": 17.827497482299805, "objective/non_score_reward": -0.891374945640564, "objective/rlhf_reward": -3.5654996633529663, "objective/scores": 0.0, "policy/approxkl_avg": 94.15713500976562, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.548828125, "step": 76, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9984164237976074 }, { "episode": 1248, "epoch": 0.007477441852104828, "loss/policy_avg": 0.4706483781337738, "lr": 9.950792433537833e-06, "objective/entropy": 106.07322692871094, "objective/kl": 19.12630844116211, "objective/non_score_reward": -0.9563154578208923, "objective/rlhf_reward": -3.8252618312835693, "objective/scores": 0.0, "policy/approxkl_avg": 185.7378387451172, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.87890625, "step": 77, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9966304302215576 }, { "episode": 1264, "epoch": 0.007573306491234377, "loss/policy_avg": 0.0665474385023117, "lr": 9.950153374233129e-06, "objective/entropy": 34.984527587890625, "objective/kl": 23.865880966186523, "objective/non_score_reward": -1.1932940483093262, "objective/rlhf_reward": -3.373176074028015, "objective/scores": 0.35, "policy/approxkl_avg": 336.36712646484375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.53515625, "step": 78, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997634768486023 }, { "episode": 1280, "epoch": 0.007669171130363926, "loss/policy_avg": 0.3842596113681793, "lr": 9.949514314928425e-06, "objective/entropy": 229.88047790527344, "objective/kl": 27.72378921508789, "objective/non_score_reward": -1.386189579963684, "objective/rlhf_reward": -1.144758558273315, "objective/scores": 1.1, "policy/approxkl_avg": 524.0328369140625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.720703125, "step": 79, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.997296690940857 }, { "episode": 1296, "epoch": 0.007765035769493475, "loss/policy_avg": 0.4347228705883026, "lr": 9.948875255623722e-06, "objective/entropy": -43.351566314697266, "objective/kl": 18.37939453125, "objective/non_score_reward": -0.9189697504043579, "objective/rlhf_reward": -3.6758789718151093, "objective/scores": 0.0, "policy/approxkl_avg": 87.53759002685547, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.521484375, "step": 80, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9968631267547607 }, { "episode": 1312, "epoch": 0.007860900408623025, "loss/policy_avg": 0.5703809261322021, "lr": 9.94823619631902e-06, "objective/entropy": 182.94879150390625, "objective/kl": 24.6871337890625, "objective/non_score_reward": -1.2343567609786987, "objective/rlhf_reward": -6.937427043914795, "objective/scores": -0.5, "policy/approxkl_avg": 274.44744873046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.71875, "step": 81, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9995486736297607 }, { "episode": 1328, "epoch": 0.007956765047752574, "loss/policy_avg": 0.10641711950302124, "lr": 9.947597137014316e-06, "objective/entropy": 73.29893493652344, "objective/kl": 17.603548049926758, "objective/non_score_reward": -0.88017737865448, "objective/rlhf_reward": -3.52070951461792, "objective/scores": 0.0, "policy/approxkl_avg": 123.0771255493164, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.505859375, "step": 82, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998863935470581 }, { "episode": 1344, "epoch": 0.008052629686882123, "loss/policy_avg": 0.12928956747055054, "lr": 9.946958077709611e-06, "objective/entropy": 108.6548080444336, "objective/kl": 18.59684944152832, "objective/non_score_reward": -0.929842472076416, "objective/rlhf_reward": -2.3407678390420497, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 120.68421936035156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.57421875, "step": 83, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998254656791687 }, { "episode": 1360, "epoch": 0.008148494326011672, "loss/policy_avg": 0.14865761995315552, "lr": 9.946319018404908e-06, "objective/entropy": 102.67412567138672, "objective/kl": 23.651020050048828, "objective/non_score_reward": -1.1825510263442993, "objective/rlhf_reward": -4.7302040457725525, "objective/scores": 0.0, "policy/approxkl_avg": 73.66981506347656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4033203125, "step": 84, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000584602355957 }, { "episode": 1376, "epoch": 0.00824435896514122, "loss/policy_avg": 0.07400541007518768, "lr": 9.945679959100205e-06, "objective/entropy": 133.18292236328125, "objective/kl": 11.912694931030273, "objective/non_score_reward": -0.5956346988677979, "objective/rlhf_reward": -0.4351277453469593, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 49.34624099731445, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.59375, "step": 85, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000187397003174 }, { "episode": 1392, "epoch": 0.00834022360427077, "loss/policy_avg": 0.13357847929000854, "lr": 9.945040899795502e-06, "objective/entropy": 112.34770202636719, "objective/kl": 20.725894927978516, "objective/non_score_reward": -1.0362948179244995, "objective/rlhf_reward": -2.7665772224343836, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 157.26473999023438, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.56640625, "step": 86, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9963226318359375 }, { "episode": 1408, "epoch": 0.008436088243400319, "loss/policy_avg": 0.32753437757492065, "lr": 9.944401840490799e-06, "objective/entropy": 43.2598762512207, "objective/kl": 19.98666000366211, "objective/non_score_reward": -0.9993331432342529, "objective/rlhf_reward": -5.997332572937012, "objective/scores": -0.5, "policy/approxkl_avg": 257.4547424316406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.599609375, "step": 87, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9966068267822266 }, { "episode": 1424, "epoch": 0.008531952882529868, "loss/policy_avg": 0.09795168787240982, "lr": 9.943762781186096e-06, "objective/entropy": -59.364646911621094, "objective/kl": 14.953709602355957, "objective/non_score_reward": -0.7476855516433716, "objective/rlhf_reward": -4.990742206573486, "objective/scores": -0.5, "policy/approxkl_avg": 55.110633850097656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.640625, "step": 88, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9969828128814697 }, { "episode": 1440, "epoch": 0.008627817521659416, "loss/policy_avg": 0.06303240358829498, "lr": 9.94312372188139e-06, "objective/entropy": 50.4556770324707, "objective/kl": 19.505146026611328, "objective/non_score_reward": -0.9752573370933533, "objective/rlhf_reward": -3.9010292887687683, "objective/scores": 0.0, "policy/approxkl_avg": 34.922752380371094, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.607421875, "step": 89, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9964232444763184 }, { "episode": 1456, "epoch": 0.008723682160788965, "loss/policy_avg": 0.2796894907951355, "lr": 9.942484662576688e-06, "objective/entropy": 135.44993591308594, "objective/kl": 22.230022430419922, "objective/non_score_reward": -1.1115009784698486, "objective/rlhf_reward": -4.446004092693329, "objective/scores": 0.0, "policy/approxkl_avg": 48.1524658203125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 90, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998495101928711 }, { "episode": 1472, "epoch": 0.008819546799918514, "loss/policy_avg": 0.12483496963977814, "lr": 9.941845603271985e-06, "objective/entropy": 148.17709350585938, "objective/kl": 17.60011100769043, "objective/non_score_reward": -0.8800055384635925, "objective/rlhf_reward": -5.520022392272949, "objective/scores": -0.5, "policy/approxkl_avg": 142.25204467773438, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.6171875, "step": 91, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998748779296875 }, { "episode": 1488, "epoch": 0.008915411439048063, "loss/policy_avg": 0.0684453696012497, "lr": 9.941206543967281e-06, "objective/entropy": 25.60771942138672, "objective/kl": 17.530319213867188, "objective/non_score_reward": -0.8765159845352173, "objective/rlhf_reward": -5.506063938140869, "objective/scores": -0.5, "policy/approxkl_avg": 70.80863189697266, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.625, "step": 92, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9999198913574219 }, { "episode": 1504, "epoch": 0.009011276078177614, "loss/policy_avg": 0.13488999009132385, "lr": 9.940567484662578e-06, "objective/entropy": -75.2538070678711, "objective/kl": 19.696504592895508, "objective/non_score_reward": -0.9848252534866333, "objective/rlhf_reward": -3.939300984144211, "objective/scores": 0.0, "policy/approxkl_avg": 214.8182373046875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.515625, "step": 93, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9989702701568604 }, { "episode": 1520, "epoch": 0.009107140717307163, "loss/policy_avg": 0.02409663423895836, "lr": 9.939928425357874e-06, "objective/entropy": 8.831840515136719, "objective/kl": 25.456069946289062, "objective/non_score_reward": -1.272803544998169, "objective/rlhf_reward": -3.5754421589695777, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 176.86953735351562, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4873046875, "step": 94, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9964553117752075 }, { "episode": 1536, "epoch": 0.009203005356436712, "loss/policy_avg": 0.0426328219473362, "lr": 9.93928936605317e-06, "objective/entropy": 185.92372131347656, "objective/kl": 19.176239013671875, "objective/non_score_reward": -0.95881187915802, "objective/rlhf_reward": -3.8352474570274353, "objective/scores": 0.0, "policy/approxkl_avg": 269.95849609375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.70703125, "step": 95, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9930847883224487 }, { "episode": 1552, "epoch": 0.009298869995566261, "loss/policy_avg": 0.3135666251182556, "lr": 9.938650306748467e-06, "objective/entropy": -119.88722229003906, "objective/kl": 18.911632537841797, "objective/non_score_reward": -0.9455816745758057, "objective/rlhf_reward": -3.782326579093933, "objective/scores": 0.0, "policy/approxkl_avg": 136.56689453125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.630859375, "step": 96, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0003180503845215 }, { "episode": 1568, "epoch": 0.00939473463469581, "loss/policy_avg": 0.1893162876367569, "lr": 9.938011247443764e-06, "objective/entropy": 179.721435546875, "objective/kl": 21.26153564453125, "objective/non_score_reward": -1.0630767345428467, "objective/rlhf_reward": -1.3285883411180701, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 203.61773681640625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.70703125, "step": 97, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.994171142578125 }, { "episode": 1584, "epoch": 0.009490599273825359, "loss/policy_avg": 0.5632504224777222, "lr": 9.937372188139061e-06, "objective/entropy": 3.3514366149902344, "objective/kl": 19.21142578125, "objective/non_score_reward": -0.9605712890625, "objective/rlhf_reward": -2.483035289977474, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 74.39619445800781, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6953125, "step": 98, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99905526638031 }, { "episode": 1600, "epoch": 0.009586463912954908, "loss/policy_avg": 0.20837292075157166, "lr": 9.936733128834358e-06, "objective/entropy": 121.03665161132812, "objective/kl": 13.999438285827637, "objective/non_score_reward": -0.6999719142913818, "objective/rlhf_reward": -4.799887657165527, "objective/scores": -0.5, "policy/approxkl_avg": 32.508689880371094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.375, "step": 99, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9994678497314453 }, { "episode": 1616, "epoch": 0.009682328552084457, "loss/policy_avg": 0.2726283669471741, "lr": 9.936094069529653e-06, "objective/entropy": 110.09475708007812, "objective/kl": 15.960447311401367, "objective/non_score_reward": -0.798022449016571, "objective/rlhf_reward": -3.192089796066284, "objective/scores": 0.0, "policy/approxkl_avg": 61.767425537109375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.55859375, "step": 100, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0027127265930176 }, { "episode": 1632, "epoch": 0.009778193191214006, "loss/policy_avg": 0.2845292091369629, "lr": 9.93545501022495e-06, "objective/entropy": -153.4110107421875, "objective/kl": 16.05643081665039, "objective/non_score_reward": -0.8028215765953064, "objective/rlhf_reward": 1.1887137234210972, "objective/scores": 1.1, "policy/approxkl_avg": 95.32630157470703, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.669921875, "step": 101, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.997380256652832 }, { "episode": 1648, "epoch": 0.009874057830343555, "loss/policy_avg": 0.18602727353572845, "lr": 9.934815950920245e-06, "objective/entropy": -13.683324813842773, "objective/kl": 23.494054794311523, "objective/non_score_reward": -1.174702763557434, "objective/rlhf_reward": -6.698811054229736, "objective/scores": -0.5, "policy/approxkl_avg": 145.7095947265625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4912109375, "step": 102, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994981288909912 }, { "episode": 1664, "epoch": 0.009969922469473104, "loss/policy_avg": 0.2709546983242035, "lr": 9.934176891615542e-06, "objective/entropy": -101.46907043457031, "objective/kl": 22.274028778076172, "objective/non_score_reward": -1.113701581954956, "objective/rlhf_reward": -2.507394979672368, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 308.6561584472656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4912109375, "step": 103, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9981049299240112 }, { "episode": 1680, "epoch": 0.010065787108602653, "loss/policy_avg": 0.0334465391933918, "lr": 9.933537832310839e-06, "objective/entropy": 130.1453857421875, "objective/kl": 29.715213775634766, "objective/non_score_reward": -1.4857605695724487, "objective/rlhf_reward": -4.601406863241821, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 351.42138671875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5234375, "step": 104, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998427152633667 }, { "episode": 1696, "epoch": 0.010161651747732202, "loss/policy_avg": 0.24828088283538818, "lr": 9.932898773006136e-06, "objective/entropy": 125.98516082763672, "objective/kl": 15.857706069946289, "objective/non_score_reward": -0.7928853034973145, "objective/rlhf_reward": -1.720943163247451, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 74.20083618164062, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.578125, "step": 105, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993948936462402 }, { "episode": 1712, "epoch": 0.01025751638686175, "loss/policy_avg": 0.2954871356487274, "lr": 9.932259713701433e-06, "objective/entropy": 97.68868255615234, "objective/kl": 12.135580062866211, "objective/non_score_reward": -0.6067790389060974, "objective/rlhf_reward": -2.4271161258220673, "objective/scores": 0.0, "policy/approxkl_avg": 67.66595458984375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.59375, "step": 106, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9992032051086426 }, { "episode": 1728, "epoch": 0.0103533810259913, "loss/policy_avg": 0.10418711602687836, "lr": 9.931620654396728e-06, "objective/entropy": -43.816890716552734, "objective/kl": 19.110689163208008, "objective/non_score_reward": -0.9555345773696899, "objective/rlhf_reward": -5.82213830947876, "objective/scores": -0.5, "policy/approxkl_avg": 160.15283203125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6796875, "step": 107, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9975645542144775 }, { "episode": 1744, "epoch": 0.01044924566512085, "loss/policy_avg": 0.23229390382766724, "lr": 9.930981595092025e-06, "objective/entropy": 91.57461547851562, "objective/kl": 18.9378662109375, "objective/non_score_reward": -0.9468932747840881, "objective/rlhf_reward": -3.787573218345642, "objective/scores": 0.0, "policy/approxkl_avg": 155.35989379882812, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.66796875, "step": 108, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9963436126708984 }, { "episode": 1760, "epoch": 0.010545110304250399, "loss/policy_avg": 0.3382238447666168, "lr": 9.930342535787322e-06, "objective/entropy": -49.52970886230469, "objective/kl": 17.919204711914062, "objective/non_score_reward": -0.89596027135849, "objective/rlhf_reward": -5.583841323852539, "objective/scores": -0.5, "policy/approxkl_avg": 151.97140502929688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.73828125, "step": 109, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9960722923278809 }, { "episode": 1776, "epoch": 0.010640974943379948, "loss/policy_avg": 0.16102033853530884, "lr": 9.929703476482619e-06, "objective/entropy": -40.16828155517578, "objective/kl": 15.826179504394531, "objective/non_score_reward": -0.7913089990615845, "objective/rlhf_reward": -3.1652360260486603, "objective/scores": 0.0, "policy/approxkl_avg": 32.21597671508789, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.767578125, "step": 110, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9961647987365723 }, { "episode": 1792, "epoch": 0.010736839582509497, "loss/policy_avg": 0.08855805546045303, "lr": 9.929064417177915e-06, "objective/entropy": 187.74282836914062, "objective/kl": 22.12034797668457, "objective/non_score_reward": -1.1060173511505127, "objective/rlhf_reward": -6.424069404602051, "objective/scores": -0.5, "policy/approxkl_avg": 89.00162506103516, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.80859375, "step": 111, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9971915483474731 }, { "episode": 1808, "epoch": 0.010832704221639046, "loss/policy_avg": 0.3315132260322571, "lr": 9.928425357873212e-06, "objective/entropy": -130.41551208496094, "objective/kl": 20.600021362304688, "objective/non_score_reward": -1.030001163482666, "objective/rlhf_reward": -2.7414021278298915, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 231.54774475097656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.671875, "step": 112, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0009350776672363 }, { "episode": 1824, "epoch": 0.010928568860768595, "loss/policy_avg": 0.5379164814949036, "lr": 9.927786298568507e-06, "objective/entropy": 122.76021575927734, "objective/kl": 24.667219161987305, "objective/non_score_reward": -1.2333608865737915, "objective/rlhf_reward": -6.933443546295166, "objective/scores": -0.5, "policy/approxkl_avg": 214.82647705078125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4638671875, "step": 113, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9977924823760986 }, { "episode": 1840, "epoch": 0.011024433499898144, "loss/policy_avg": 0.19039300084114075, "lr": 9.927147239263804e-06, "objective/entropy": -26.283668518066406, "objective/kl": 21.043611526489258, "objective/non_score_reward": -1.0521806478500366, "objective/rlhf_reward": -2.6929507491909828, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 337.57025146484375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.62890625, "step": 114, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9954912662506104 }, { "episode": 1856, "epoch": 0.011120298139027693, "loss/policy_avg": 0.030586296692490578, "lr": 9.926508179959101e-06, "objective/entropy": 189.2314910888672, "objective/kl": 18.47957992553711, "objective/non_score_reward": -0.9239791035652161, "objective/rlhf_reward": -3.6959164142608643, "objective/scores": 0.0, "policy/approxkl_avg": 158.6993865966797, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8671875, "step": 115, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9987783432006836 }, { "episode": 1872, "epoch": 0.011216162778157242, "loss/policy_avg": 0.23665881156921387, "lr": 9.925869120654398e-06, "objective/entropy": 73.73204803466797, "objective/kl": 19.052127838134766, "objective/non_score_reward": -0.9526063203811646, "objective/rlhf_reward": -5.810425281524658, "objective/scores": -0.5, "policy/approxkl_avg": 45.58797073364258, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.55859375, "step": 116, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9978525638580322 }, { "episode": 1888, "epoch": 0.01131202741728679, "loss/policy_avg": 0.11659398674964905, "lr": 9.925230061349695e-06, "objective/entropy": 128.39474487304688, "objective/kl": 25.3045597076416, "objective/non_score_reward": -1.265228033065796, "objective/rlhf_reward": -2.6609121322631832, "objective/scores": 0.6, "policy/approxkl_avg": 76.14613342285156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.64453125, "step": 117, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9966604709625244 }, { "episode": 1904, "epoch": 0.01140789205641634, "loss/policy_avg": 0.19203245639801025, "lr": 9.92459100204499e-06, "objective/entropy": 57.626686096191406, "objective/kl": 30.407909393310547, "objective/non_score_reward": -1.5203955173492432, "objective/rlhf_reward": -1.6815817117691036, "objective/scores": 1.1, "policy/approxkl_avg": 324.47161865234375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.544921875, "step": 118, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0000627040863037 }, { "episode": 1920, "epoch": 0.011503756695545889, "loss/policy_avg": -0.02956828847527504, "lr": 9.923951942740287e-06, "objective/entropy": 160.20449829101562, "objective/kl": 13.33430290222168, "objective/non_score_reward": -0.666715145111084, "objective/rlhf_reward": -2.666860580444336, "objective/scores": 0.0, "policy/approxkl_avg": 62.17939758300781, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.587890625, "step": 119, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.003843307495117 }, { "episode": 1936, "epoch": 0.011599621334675438, "loss/policy_avg": 0.3666956424713135, "lr": 9.923312883435584e-06, "objective/entropy": 173.73385620117188, "objective/kl": 25.82461929321289, "objective/non_score_reward": -1.2912311553955078, "objective/rlhf_reward": -7.164924621582031, "objective/scores": -0.5, "policy/approxkl_avg": 248.4417724609375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.71484375, "step": 120, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0001635551452637 }, { "episode": 1952, "epoch": 0.011695485973804987, "loss/policy_avg": 0.07095953077077866, "lr": 9.92267382413088e-06, "objective/entropy": 60.89289855957031, "objective/kl": 21.512653350830078, "objective/non_score_reward": -1.0756325721740723, "objective/rlhf_reward": -2.851932506175384, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 187.26104736328125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.654296875, "step": 121, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9986932277679443 }, { "episode": 1968, "epoch": 0.011791350612934537, "loss/policy_avg": 0.11872611939907074, "lr": 9.922034764826178e-06, "objective/entropy": -24.511760711669922, "objective/kl": 22.253305435180664, "objective/non_score_reward": -1.1126651763916016, "objective/rlhf_reward": -4.450661063194275, "objective/scores": 0.0, "policy/approxkl_avg": 199.84397888183594, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6484375, "step": 122, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9950015544891357 }, { "episode": 1984, "epoch": 0.011887215252064086, "loss/policy_avg": 0.5726426839828491, "lr": 9.921395705521473e-06, "objective/entropy": 102.35612487792969, "objective/kl": 32.768287658691406, "objective/non_score_reward": -1.6384142637252808, "objective/rlhf_reward": -8.553656578063965, "objective/scores": -0.5, "policy/approxkl_avg": 327.3544921875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.533203125, "step": 123, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.995248556137085 }, { "episode": 2000, "epoch": 0.011983079891193635, "loss/policy_avg": 0.19069992005825043, "lr": 9.92075664621677e-06, "objective/entropy": 7.145952224731445, "objective/kl": 17.727392196655273, "objective/non_score_reward": -0.8863697052001953, "objective/rlhf_reward": -3.545478705316782, "objective/scores": 0.0, "policy/approxkl_avg": 26.600868225097656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.57421875, "step": 124, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0011134147644043 }, { "episode": 2016, "epoch": 0.012078944530323184, "loss/policy_avg": 0.2572447657585144, "lr": 9.920117586912067e-06, "objective/entropy": 109.04229736328125, "objective/kl": 17.79098129272461, "objective/non_score_reward": -0.8895490765571594, "objective/rlhf_reward": -5.558196067810059, "objective/scores": -0.5, "policy/approxkl_avg": 111.66732788085938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.763671875, "step": 125, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9968197345733643 }, { "episode": 2032, "epoch": 0.012174809169452733, "loss/policy_avg": 0.043444547802209854, "lr": 9.919478527607362e-06, "objective/entropy": 75.83810424804688, "objective/kl": 27.20602798461914, "objective/non_score_reward": -1.3603014945983887, "objective/rlhf_reward": -2.51748690450308, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 274.793701171875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.521484375, "step": 126, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9991501569747925 }, { "episode": 2048, "epoch": 0.012270673808582282, "loss/policy_avg": 0.2138219177722931, "lr": 9.918839468302659e-06, "objective/entropy": 21.247840881347656, "objective/kl": 14.299978256225586, "objective/non_score_reward": -0.7149989008903503, "objective/rlhf_reward": -2.8599955439567566, "objective/scores": 0.0, "policy/approxkl_avg": 21.416780471801758, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.80078125, "step": 127, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.998870849609375 }, { "episode": 2064, "epoch": 0.012366538447711831, "loss/policy_avg": 0.23010344803333282, "lr": 9.918200408997956e-06, "objective/entropy": -76.91316223144531, "objective/kl": 13.382017135620117, "objective/non_score_reward": -0.6691007614135742, "objective/rlhf_reward": -2.676403224468231, "objective/scores": 0.0, "policy/approxkl_avg": 37.060523986816406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.677734375, "step": 128, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.998915195465088 }, { "episode": 2080, "epoch": 0.01246240308684138, "loss/policy_avg": 0.4017820954322815, "lr": 9.917561349693252e-06, "objective/entropy": 198.82456970214844, "objective/kl": 22.337753295898438, "objective/non_score_reward": -1.1168878078460693, "objective/rlhf_reward": -2.9112917771011144, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 41.49570846557617, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.59765625, "step": 129, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001622200012207 }, { "episode": 2096, "epoch": 0.012558267725970929, "loss/policy_avg": 0.45664405822753906, "lr": 9.91692229038855e-06, "objective/entropy": 96.67610168457031, "objective/kl": 13.830822944641113, "objective/non_score_reward": -0.6915411353111267, "objective/rlhf_reward": -2.7661644518375397, "objective/scores": 0.0, "policy/approxkl_avg": 49.5977783203125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.87890625, "step": 130, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0018720626831055 }, { "episode": 2112, "epoch": 0.012654132365100478, "loss/policy_avg": 0.18199189007282257, "lr": 9.916283231083844e-06, "objective/entropy": 12.164558410644531, "objective/kl": 17.693878173828125, "objective/non_score_reward": -0.8846939206123352, "objective/rlhf_reward": -3.538775682449341, "objective/scores": 0.0, "policy/approxkl_avg": 3.7435173988342285, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.62890625, "step": 131, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0015268325805664 }, { "episode": 2128, "epoch": 0.012749997004230027, "loss/policy_avg": 0.21469825506210327, "lr": 9.915644171779141e-06, "objective/entropy": -11.569038391113281, "objective/kl": 14.204147338867188, "objective/non_score_reward": -0.7102073431015015, "objective/rlhf_reward": -1.481579744552059, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 91.71839141845703, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.658203125, "step": 132, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0028629302978516 }, { "episode": 2144, "epoch": 0.012845861643359576, "loss/policy_avg": 0.27063143253326416, "lr": 9.915005112474438e-06, "objective/entropy": 180.4578857421875, "objective/kl": 24.935741424560547, "objective/non_score_reward": -1.2467870712280273, "objective/rlhf_reward": -6.987148284912109, "objective/scores": -0.5, "policy/approxkl_avg": 138.678955078125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.529296875, "step": 133, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9967637062072754 }, { "episode": 2160, "epoch": 0.012941726282489125, "loss/policy_avg": 0.1394023448228836, "lr": 9.914366053169735e-06, "objective/entropy": -29.98552703857422, "objective/kl": 13.385698318481445, "objective/non_score_reward": -0.6692849397659302, "objective/rlhf_reward": -2.6771397292613983, "objective/scores": 0.0, "policy/approxkl_avg": 73.47354125976562, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6171875, "step": 134, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000580310821533 }, { "episode": 2176, "epoch": 0.013037590921618674, "loss/policy_avg": 0.0048561920411884785, "lr": 9.913726993865032e-06, "objective/entropy": 88.89292907714844, "objective/kl": 28.03160858154297, "objective/non_score_reward": -1.4015804529190063, "objective/rlhf_reward": -4.227719643203121, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 370.16766357421875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.666015625, "step": 135, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.995047926902771 }, { "episode": 2192, "epoch": 0.013133455560748224, "loss/policy_avg": 0.1565648913383484, "lr": 9.913087934560329e-06, "objective/entropy": 48.28108596801758, "objective/kl": 22.514755249023438, "objective/non_score_reward": -1.1257379055023193, "objective/rlhf_reward": -0.10295168161392176, "objective/scores": 1.1, "policy/approxkl_avg": 272.63470458984375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58203125, "step": 136, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0003504753112793 }, { "episode": 2208, "epoch": 0.013229320199877773, "loss/policy_avg": 0.1350177526473999, "lr": 9.912448875255624e-06, "objective/entropy": 184.51797485351562, "objective/kl": 30.795909881591797, "objective/non_score_reward": -1.5397955179214478, "objective/rlhf_reward": -8.159181594848633, "objective/scores": -0.5, "policy/approxkl_avg": 407.7762145996094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.578125, "step": 137, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.997571349143982 }, { "episode": 2224, "epoch": 0.013325184839007322, "loss/policy_avg": 0.2587956190109253, "lr": 9.911809815950921e-06, "objective/entropy": 14.785064697265625, "objective/kl": 23.858671188354492, "objective/non_score_reward": -1.1929335594177246, "objective/rlhf_reward": -4.77173438668251, "objective/scores": 0.0, "policy/approxkl_avg": 258.4976501464844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.58984375, "step": 138, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.996340036392212 }, { "episode": 2240, "epoch": 0.013421049478136871, "loss/policy_avg": 0.03932709991931915, "lr": 9.911170756646218e-06, "objective/entropy": -88.26953887939453, "objective/kl": 11.428003311157227, "objective/non_score_reward": -0.5714001655578613, "objective/rlhf_reward": -4.285600662231445, "objective/scores": -0.5, "policy/approxkl_avg": 41.424224853515625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.775390625, "step": 139, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0010673999786377 }, { "episode": 2256, "epoch": 0.01351691411726642, "loss/policy_avg": 0.20215287804603577, "lr": 9.910531697341515e-06, "objective/entropy": 66.65933227539062, "objective/kl": 20.929710388183594, "objective/non_score_reward": -1.046485424041748, "objective/rlhf_reward": 0.2140582442283634, "objective/scores": 1.1, "policy/approxkl_avg": 124.57344055175781, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.7421875, "step": 140, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9977262020111084 }, { "episode": 2272, "epoch": 0.01361277875639597, "loss/policy_avg": 0.5699018836021423, "lr": 9.909892638036812e-06, "objective/entropy": 10.020034790039062, "objective/kl": 16.74536895751953, "objective/non_score_reward": -0.8372684717178345, "objective/rlhf_reward": 1.0509260237216953, "objective/scores": 1.1, "policy/approxkl_avg": 193.53329467773438, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.640625, "step": 141, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9986698627471924 }, { "episode": 2288, "epoch": 0.013708643395525518, "loss/policy_avg": 0.15781471133232117, "lr": 9.909253578732107e-06, "objective/entropy": -44.31187438964844, "objective/kl": 30.742799758911133, "objective/non_score_reward": -1.537139892578125, "objective/rlhf_reward": -8.1485595703125, "objective/scores": -0.5, "policy/approxkl_avg": 158.5760498046875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.73828125, "step": 142, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9987871646881104 }, { "episode": 2304, "epoch": 0.013804508034655067, "loss/policy_avg": 0.09526471048593521, "lr": 9.908614519427404e-06, "objective/entropy": 52.471221923828125, "objective/kl": 19.550655364990234, "objective/non_score_reward": -0.9775327444076538, "objective/rlhf_reward": -2.4595327778771967, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 176.07566833496094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.91796875, "step": 143, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9970924854278564 }, { "episode": 2320, "epoch": 0.013900372673784616, "loss/policy_avg": 0.03243420645594597, "lr": 9.9079754601227e-06, "objective/entropy": 128.66928100585938, "objective/kl": 21.24932861328125, "objective/non_score_reward": -1.0624663829803467, "objective/rlhf_reward": -1.849865472316742, "objective/scores": 0.6, "policy/approxkl_avg": 188.10623168945312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.470703125, "step": 144, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9996135234832764 }, { "episode": 2336, "epoch": 0.013996237312914165, "loss/policy_avg": 0.25250673294067383, "lr": 9.907336400817996e-06, "objective/entropy": 198.611083984375, "objective/kl": 21.650169372558594, "objective/non_score_reward": -1.0825085639953613, "objective/rlhf_reward": -6.330034255981445, "objective/scores": -0.5, "policy/approxkl_avg": 130.0052490234375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.892578125, "step": 145, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9994676113128662 }, { "episode": 2352, "epoch": 0.014092101952043714, "loss/policy_avg": -0.034668684005737305, "lr": 9.906697341513293e-06, "objective/entropy": -27.681907653808594, "objective/kl": 26.334529876708984, "objective/non_score_reward": -1.316726565361023, "objective/rlhf_reward": -3.907656395171566, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 210.81857299804688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.552734375, "step": 146, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9972717761993408 }, { "episode": 2368, "epoch": 0.014187966591173263, "loss/policy_avg": 0.12787118554115295, "lr": 9.90605828220859e-06, "objective/entropy": -43.486568450927734, "objective/kl": 20.714540481567383, "objective/non_score_reward": -1.0357270240783691, "objective/rlhf_reward": -4.142907917499542, "objective/scores": 0.0, "policy/approxkl_avg": 86.59358978271484, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.673828125, "step": 147, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.999436378479004 }, { "episode": 2384, "epoch": 0.014283831230302812, "loss/policy_avg": 0.03302329033613205, "lr": 9.905419222903886e-06, "objective/entropy": 173.50836181640625, "objective/kl": 23.32859230041504, "objective/non_score_reward": -1.1664297580718994, "objective/rlhf_reward": -3.3402058220206925, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 224.7312774658203, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.759765625, "step": 148, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9986599683761597 }, { "episode": 2400, "epoch": 0.01437969586943236, "loss/policy_avg": 0.04894339293241501, "lr": 9.904780163599183e-06, "objective/entropy": 48.957122802734375, "objective/kl": 25.618064880371094, "objective/non_score_reward": -1.2809032201766968, "objective/rlhf_reward": -3.699780781467525, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 230.8973388671875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.576171875, "step": 149, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9963643550872803 }, { "episode": 2416, "epoch": 0.01447556050856191, "loss/policy_avg": 0.36329030990600586, "lr": 9.904141104294478e-06, "objective/entropy": 157.50445556640625, "objective/kl": 23.93838882446289, "objective/non_score_reward": -1.1969194412231445, "objective/rlhf_reward": -4.787678003311157, "objective/scores": 0.0, "policy/approxkl_avg": 200.30621337890625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6484375, "step": 150, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9953033924102783 }, { "episode": 2432, "epoch": 0.01457142514769146, "loss/policy_avg": 0.3649589419364929, "lr": 9.903502044989775e-06, "objective/entropy": 213.43943786621094, "objective/kl": 19.777463912963867, "objective/non_score_reward": -0.9888731837272644, "objective/rlhf_reward": -2.6138571410471494, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 81.07418060302734, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.677734375, "step": 151, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0006325244903564 }, { "episode": 2448, "epoch": 0.01466728978682101, "loss/policy_avg": 0.35868164896965027, "lr": 9.902862985685072e-06, "objective/entropy": 2.8281936645507812, "objective/kl": 23.836688995361328, "objective/non_score_reward": -1.191834568977356, "objective/rlhf_reward": -6.767337799072266, "objective/scores": -0.5, "policy/approxkl_avg": 91.45345306396484, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.5703125, "step": 152, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9970684051513672 }, { "episode": 2464, "epoch": 0.014763154425950558, "loss/policy_avg": 0.07516692578792572, "lr": 9.902223926380369e-06, "objective/entropy": 171.71034240722656, "objective/kl": 21.95725440979004, "objective/non_score_reward": -1.097862720489502, "objective/rlhf_reward": -4.3914510905742645, "objective/scores": 0.0, "policy/approxkl_avg": 221.61212158203125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.53515625, "step": 153, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9973832368850708 }, { "episode": 2480, "epoch": 0.014859019065080107, "loss/policy_avg": 0.01844581961631775, "lr": 9.901584867075666e-06, "objective/entropy": 64.6440200805664, "objective/kl": 17.436233520507812, "objective/non_score_reward": -0.8718117475509644, "objective/rlhf_reward": -5.487246990203857, "objective/scores": -0.5, "policy/approxkl_avg": 70.52445983886719, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.755859375, "step": 154, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.000408172607422 }, { "episode": 2496, "epoch": 0.014954883704209656, "loss/policy_avg": 0.05899505689740181, "lr": 9.900945807770961e-06, "objective/entropy": 123.7980728149414, "objective/kl": 25.07213592529297, "objective/non_score_reward": -1.253606915473938, "objective/rlhf_reward": -7.014427661895752, "objective/scores": -0.5, "policy/approxkl_avg": 88.28120422363281, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.51171875, "step": 155, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000736951828003 }, { "episode": 2512, "epoch": 0.015050748343339205, "loss/policy_avg": 0.4545804560184479, "lr": 9.900306748466258e-06, "objective/entropy": 10.871131896972656, "objective/kl": 26.028505325317383, "objective/non_score_reward": -1.3014252185821533, "objective/rlhf_reward": -5.205701023340225, "objective/scores": 0.0, "policy/approxkl_avg": 217.84939575195312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5859375, "step": 156, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9983347654342651 }, { "episode": 2528, "epoch": 0.015146612982468754, "loss/policy_avg": 0.4191577136516571, "lr": 9.899667689161555e-06, "objective/entropy": 109.52301025390625, "objective/kl": 27.344154357910156, "objective/non_score_reward": -1.3672077655792236, "objective/rlhf_reward": -7.4688310623168945, "objective/scores": -0.5, "policy/approxkl_avg": 89.15927124023438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.62109375, "step": 157, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999230146408081 }, { "episode": 2544, "epoch": 0.015242477621598303, "loss/policy_avg": 0.1439390629529953, "lr": 9.899028629856852e-06, "objective/entropy": 220.28952026367188, "objective/kl": 19.178768157958984, "objective/non_score_reward": -0.9589384198188782, "objective/rlhf_reward": -3.8357537388801575, "objective/scores": 0.0, "policy/approxkl_avg": 71.46617126464844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8828125, "step": 158, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997718334197998 }, { "episode": 2560, "epoch": 0.015338342260727852, "loss/policy_avg": 0.30983591079711914, "lr": 9.898389570552149e-06, "objective/entropy": 104.64752197265625, "objective/kl": 27.657455444335938, "objective/non_score_reward": -1.3828728199005127, "objective/rlhf_reward": -3.7981575886408487, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 138.6593017578125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.560546875, "step": 159, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9977858066558838 }, { "episode": 2576, "epoch": 0.015434206899857401, "loss/policy_avg": 0.07094208896160126, "lr": 9.897750511247446e-06, "objective/entropy": 90.89056396484375, "objective/kl": 21.30394744873047, "objective/non_score_reward": -1.065197467803955, "objective/rlhf_reward": -4.260790050029755, "objective/scores": 0.0, "policy/approxkl_avg": 297.8140563964844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.80859375, "step": 160, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0023467540740967 }, { "episode": 2592, "epoch": 0.01553007153898695, "loss/policy_avg": 0.16327880322933197, "lr": 9.89711145194274e-06, "objective/entropy": 100.65301513671875, "objective/kl": 24.78557586669922, "objective/non_score_reward": -1.239278793334961, "objective/rlhf_reward": -3.1322867229309788, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 208.9399871826172, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.625, "step": 161, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0041985511779785 }, { "episode": 2608, "epoch": 0.0156259361781165, "loss/policy_avg": 0.216099351644516, "lr": 9.896472392638038e-06, "objective/entropy": 57.33685302734375, "objective/kl": 29.304649353027344, "objective/non_score_reward": -1.4652326107025146, "objective/rlhf_reward": -7.8609299659729, "objective/scores": -0.5, "policy/approxkl_avg": 207.6790313720703, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.833984375, "step": 162, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9980382919311523 }, { "episode": 2624, "epoch": 0.01572180081724605, "loss/policy_avg": 0.0953613817691803, "lr": 9.895833333333334e-06, "objective/entropy": -133.8697967529297, "objective/kl": 16.73604965209961, "objective/non_score_reward": -0.83680260181427, "objective/rlhf_reward": -3.347210466861725, "objective/scores": 0.0, "policy/approxkl_avg": 145.06759643554688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.802734375, "step": 163, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9988582134246826 }, { "episode": 2640, "epoch": 0.0158176654563756, "loss/policy_avg": 0.42890581488609314, "lr": 9.895194274028631e-06, "objective/entropy": 180.38433837890625, "objective/kl": 25.974315643310547, "objective/non_score_reward": -1.2987157106399536, "objective/rlhf_reward": -7.1948628425598145, "objective/scores": -0.5, "policy/approxkl_avg": 126.24812316894531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.73046875, "step": 164, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9987969398498535 }, { "episode": 2656, "epoch": 0.015913530095505148, "loss/policy_avg": 0.1958284080028534, "lr": 9.894555214723928e-06, "objective/entropy": 174.94032287597656, "objective/kl": 25.64311981201172, "objective/non_score_reward": -1.282155990600586, "objective/rlhf_reward": -3.786988249331146, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 86.50934600830078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.705078125, "step": 165, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9944665431976318 }, { "episode": 2672, "epoch": 0.016009394734634697, "loss/policy_avg": 0.3368389904499054, "lr": 9.893916155419225e-06, "objective/entropy": 10.10284423828125, "objective/kl": 24.560279846191406, "objective/non_score_reward": -1.2280139923095703, "objective/rlhf_reward": -6.912055969238281, "objective/scores": -0.5, "policy/approxkl_avg": 80.86394500732422, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.720703125, "step": 166, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9986299276351929 }, { "episode": 2688, "epoch": 0.016105259373764245, "loss/policy_avg": 0.11198948323726654, "lr": 9.89327709611452e-06, "objective/entropy": 161.62661743164062, "objective/kl": 39.22645568847656, "objective/non_score_reward": -1.9613227844238281, "objective/rlhf_reward": -7.845290899276733, "objective/scores": 0.0, "policy/approxkl_avg": 164.2472381591797, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.841796875, "step": 167, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000530958175659 }, { "episode": 2704, "epoch": 0.016201124012893794, "loss/policy_avg": 0.19894596934318542, "lr": 9.892638036809815e-06, "objective/entropy": 137.1651153564453, "objective/kl": 24.861934661865234, "objective/non_score_reward": -1.2430968284606934, "objective/rlhf_reward": -3.147558684619974, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 133.68283081054688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.66796875, "step": 168, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997298240661621 }, { "episode": 2720, "epoch": 0.016296988652023343, "loss/policy_avg": 0.12182526290416718, "lr": 9.891998977505112e-06, "objective/entropy": 18.006725311279297, "objective/kl": 17.92361068725586, "objective/non_score_reward": -0.8961805701255798, "objective/rlhf_reward": -2.134124155254707, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 192.45278930664062, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.583984375, "step": 169, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0006425380706787 }, { "episode": 2736, "epoch": 0.016392853291152892, "loss/policy_avg": -0.012196972966194153, "lr": 9.89135991820041e-06, "objective/entropy": 115.16173553466797, "objective/kl": 21.65146827697754, "objective/non_score_reward": -1.082573413848877, "objective/rlhf_reward": -2.5054651006785145, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 145.09487915039062, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.71484375, "step": 170, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9983795881271362 }, { "episode": 2752, "epoch": 0.01648871793028244, "loss/policy_avg": 0.5326859951019287, "lr": 9.890720858895706e-06, "objective/entropy": 95.13655853271484, "objective/kl": 24.00056266784668, "objective/non_score_reward": -1.2000280618667603, "objective/rlhf_reward": -4.800112426280975, "objective/scores": 0.0, "policy/approxkl_avg": 119.50138854980469, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.634765625, "step": 171, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0006933212280273 }, { "episode": 2768, "epoch": 0.01658458256941199, "loss/policy_avg": 0.3668867349624634, "lr": 9.890081799591003e-06, "objective/entropy": 132.36126708984375, "objective/kl": 21.386262893676758, "objective/non_score_reward": -1.0693132877349854, "objective/rlhf_reward": -1.8772529125213624, "objective/scores": 0.6, "policy/approxkl_avg": 48.470794677734375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.666015625, "step": 172, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9946337938308716 }, { "episode": 2784, "epoch": 0.01668044720854154, "loss/policy_avg": 0.460104763507843, "lr": 9.8894427402863e-06, "objective/entropy": 129.8038330078125, "objective/kl": 25.860858917236328, "objective/non_score_reward": -1.2930430173873901, "objective/rlhf_reward": -3.656400167735752, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 146.58050537109375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5625, "step": 173, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9949872493743896 }, { "episode": 2800, "epoch": 0.016776311847671088, "loss/policy_avg": 0.11980315297842026, "lr": 9.888803680981595e-06, "objective/entropy": 173.85202026367188, "objective/kl": 23.159679412841797, "objective/non_score_reward": -1.1579840183258057, "objective/rlhf_reward": -6.631936073303223, "objective/scores": -0.5, "policy/approxkl_avg": 84.56037902832031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7734375, "step": 174, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9972279071807861 }, { "episode": 2816, "epoch": 0.016872176486800637, "loss/policy_avg": 0.060305699706077576, "lr": 9.888164621676892e-06, "objective/entropy": 90.63494110107422, "objective/kl": 23.04631805419922, "objective/non_score_reward": -1.1523159742355347, "objective/rlhf_reward": -4.609263688325882, "objective/scores": 0.0, "policy/approxkl_avg": 204.8768310546875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.564453125, "step": 175, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9992055892944336 }, { "episode": 2832, "epoch": 0.016968041125930186, "loss/policy_avg": 0.5130124092102051, "lr": 9.887525562372189e-06, "objective/entropy": 66.25984191894531, "objective/kl": 32.70683288574219, "objective/non_score_reward": -1.635341763496399, "objective/rlhf_reward": -6.541367173194885, "objective/scores": 0.0, "policy/approxkl_avg": 265.0827941894531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.609375, "step": 176, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.996222734451294 }, { "episode": 2848, "epoch": 0.017063905765059735, "loss/policy_avg": 0.008577877655625343, "lr": 9.886886503067486e-06, "objective/entropy": -118.17359924316406, "objective/kl": 21.02519989013672, "objective/non_score_reward": -1.051259994506836, "objective/rlhf_reward": -4.205039799213409, "objective/scores": 0.0, "policy/approxkl_avg": 260.4126892089844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.66015625, "step": 177, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 2.000894069671631 }, { "episode": 2864, "epoch": 0.017159770404189284, "loss/policy_avg": 0.18238189816474915, "lr": 9.886247443762783e-06, "objective/entropy": 130.0546875, "objective/kl": 32.371009826660156, "objective/non_score_reward": -1.6185506582260132, "objective/rlhf_reward": -8.474203109741211, "objective/scores": -0.5, "policy/approxkl_avg": 228.2266387939453, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7890625, "step": 178, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9942381381988525 }, { "episode": 2880, "epoch": 0.017255635043318833, "loss/policy_avg": 0.18286140263080597, "lr": 9.88560838445808e-06, "objective/entropy": -10.639881134033203, "objective/kl": 29.253890991210938, "objective/non_score_reward": -1.462694525718689, "objective/rlhf_reward": -7.850778102874756, "objective/scores": -0.5, "policy/approxkl_avg": 148.62832641601562, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.798828125, "step": 179, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9988160133361816 }, { "episode": 2896, "epoch": 0.017351499682448382, "loss/policy_avg": 0.07891340553760529, "lr": 9.884969325153375e-06, "objective/entropy": -120.97007751464844, "objective/kl": 21.97601890563965, "objective/non_score_reward": -1.0988008975982666, "objective/rlhf_reward": -2.2724974177041393, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 200.60455322265625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.533203125, "step": 180, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.000365972518921 }, { "episode": 2912, "epoch": 0.01744736432157793, "loss/policy_avg": 0.06744587421417236, "lr": 9.884330265848671e-06, "objective/entropy": 73.97216796875, "objective/kl": 19.66523551940918, "objective/non_score_reward": -0.9832619428634644, "objective/rlhf_reward": -5.933047771453857, "objective/scores": -0.5, "policy/approxkl_avg": 168.08172607421875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.603515625, "step": 181, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.997870683670044 }, { "episode": 2928, "epoch": 0.01754322896070748, "loss/policy_avg": 0.12424597889184952, "lr": 9.883691206543968e-06, "objective/entropy": 77.82262420654297, "objective/kl": 21.0150146484375, "objective/non_score_reward": -1.050750732421875, "objective/rlhf_reward": 0.1969969511032108, "objective/scores": 1.1, "policy/approxkl_avg": 109.60333251953125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.693359375, "step": 182, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.996559500694275 }, { "episode": 2944, "epoch": 0.01763909359983703, "loss/policy_avg": 0.2606327533721924, "lr": 9.883052147239265e-06, "objective/entropy": 172.60293579101562, "objective/kl": 29.473426818847656, "objective/non_score_reward": -1.4736714363098145, "objective/rlhf_reward": -5.894685626029968, "objective/scores": 0.0, "policy/approxkl_avg": 194.51976013183594, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.818359375, "step": 183, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9962568283081055 }, { "episode": 2960, "epoch": 0.017734958238966578, "loss/policy_avg": 0.10910254716873169, "lr": 9.882413087934562e-06, "objective/entropy": 240.20162963867188, "objective/kl": 15.176373481750488, "objective/non_score_reward": -0.7588187456130981, "objective/rlhf_reward": 1.3647250771522526, "objective/scores": 1.1, "policy/approxkl_avg": 43.88645935058594, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8203125, "step": 184, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0006511211395264 }, { "episode": 2976, "epoch": 0.017830822878096127, "loss/policy_avg": 0.5547807812690735, "lr": 9.881774028629857e-06, "objective/entropy": 85.18072509765625, "objective/kl": 21.537092208862305, "objective/non_score_reward": -1.0768545866012573, "objective/rlhf_reward": -6.307418346405029, "objective/scores": -0.5, "policy/approxkl_avg": 161.64654541015625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75390625, "step": 185, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9996278285980225 }, { "episode": 2992, "epoch": 0.017926687517225676, "loss/policy_avg": 0.3181283175945282, "lr": 9.881134969325154e-06, "objective/entropy": 129.28257751464844, "objective/kl": 28.59075927734375, "objective/non_score_reward": -1.4295378923416138, "objective/rlhf_reward": -5.718151569366455, "objective/scores": 0.0, "policy/approxkl_avg": 53.536468505859375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.705078125, "step": 186, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998319149017334 }, { "episode": 3008, "epoch": 0.018022552156355228, "loss/policy_avg": 0.37268152832984924, "lr": 9.880495910020451e-06, "objective/entropy": 183.25308227539062, "objective/kl": 29.692989349365234, "objective/non_score_reward": -1.484649419784546, "objective/rlhf_reward": -7.938598155975342, "objective/scores": -0.5, "policy/approxkl_avg": 91.56600952148438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.599609375, "step": 187, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9983760118484497 }, { "episode": 3024, "epoch": 0.018118416795484777, "loss/policy_avg": 0.7035294771194458, "lr": 9.879856850715748e-06, "objective/entropy": -141.20687866210938, "objective/kl": 16.28227996826172, "objective/non_score_reward": -0.8141138553619385, "objective/rlhf_reward": -5.256455421447754, "objective/scores": -0.5, "policy/approxkl_avg": 39.17454528808594, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.912109375, "step": 188, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.000697612762451 }, { "episode": 3040, "epoch": 0.018214281434614326, "loss/policy_avg": 0.23234151303768158, "lr": 9.879217791411043e-06, "objective/entropy": 41.34138107299805, "objective/kl": 27.16008758544922, "objective/non_score_reward": -1.3580043315887451, "objective/rlhf_reward": -4.05341557511459, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 271.9233093261719, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.51171875, "step": 189, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999565839767456 }, { "episode": 3056, "epoch": 0.018310146073743875, "loss/policy_avg": 0.07211380451917648, "lr": 9.87857873210634e-06, "objective/entropy": 20.789365768432617, "objective/kl": 19.183855056762695, "objective/non_score_reward": -0.9591927528381348, "objective/rlhf_reward": -5.836771011352539, "objective/scores": -0.5, "policy/approxkl_avg": 108.85220336914062, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.6328125, "step": 190, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0007762908935547 }, { "episode": 3072, "epoch": 0.018406010712873424, "loss/policy_avg": 0.7360332012176514, "lr": 9.877939672801637e-06, "objective/entropy": 219.01002502441406, "objective/kl": 30.353984832763672, "objective/non_score_reward": -1.5176992416381836, "objective/rlhf_reward": -4.692195155707699, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 60.275230407714844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.73046875, "step": 191, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9968408346176147 }, { "episode": 3088, "epoch": 0.018501875352002973, "loss/policy_avg": 0.7660672664642334, "lr": 9.877300613496934e-06, "objective/entropy": 192.5721435546875, "objective/kl": 18.974138259887695, "objective/non_score_reward": -0.948706865310669, "objective/rlhf_reward": -5.794827461242676, "objective/scores": -0.5, "policy/approxkl_avg": 208.0977783203125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.568359375, "step": 192, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.996788740158081 }, { "episode": 3104, "epoch": 0.018597739991132522, "loss/policy_avg": 0.4530583620071411, "lr": 9.876661554192229e-06, "objective/entropy": 185.2235107421875, "objective/kl": 24.102296829223633, "objective/non_score_reward": -1.2051149606704712, "objective/rlhf_reward": -0.4204598426818844, "objective/scores": 1.1, "policy/approxkl_avg": 34.94757080078125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.728515625, "step": 193, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9967865943908691 }, { "episode": 3120, "epoch": 0.01869360463026207, "loss/policy_avg": 0.03487266227602959, "lr": 9.876022494887526e-06, "objective/entropy": 183.6469268798828, "objective/kl": 20.133817672729492, "objective/non_score_reward": -1.0066908597946167, "objective/rlhf_reward": -4.026763558387756, "objective/scores": 0.0, "policy/approxkl_avg": 168.301025390625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.7578125, "step": 194, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0027122497558594 }, { "episode": 3136, "epoch": 0.01878946926939162, "loss/policy_avg": -0.029073666781187057, "lr": 9.875383435582823e-06, "objective/entropy": 138.25656127929688, "objective/kl": 18.322010040283203, "objective/non_score_reward": -0.9161005020141602, "objective/rlhf_reward": -5.664402008056641, "objective/scores": -0.5, "policy/approxkl_avg": 60.4761848449707, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.673828125, "step": 195, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9991329908370972 }, { "episode": 3152, "epoch": 0.01888533390852117, "loss/policy_avg": 0.14693962037563324, "lr": 9.87474437627812e-06, "objective/entropy": 71.7930908203125, "objective/kl": 19.49433135986328, "objective/non_score_reward": -0.9747166633605957, "objective/rlhf_reward": -3.8988667130470276, "objective/scores": 0.0, "policy/approxkl_avg": 126.81082153320312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.767578125, "step": 196, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9977989196777344 }, { "episode": 3168, "epoch": 0.018981198547650718, "loss/policy_avg": 0.6557031869888306, "lr": 9.874105316973416e-06, "objective/entropy": -9.503684997558594, "objective/kl": 21.540775299072266, "objective/non_score_reward": -1.0770388841629028, "objective/rlhf_reward": -2.9295533085740626, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 100.91127014160156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.619140625, "step": 197, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9948209524154663 }, { "episode": 3184, "epoch": 0.019077063186780267, "loss/policy_avg": 0.23461255431175232, "lr": 9.873466257668712e-06, "objective/entropy": -49.81024932861328, "objective/kl": 20.112146377563477, "objective/non_score_reward": -1.0056073665618896, "objective/rlhf_reward": -6.0224289894104, "objective/scores": -0.5, "policy/approxkl_avg": 135.8631134033203, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.58203125, "step": 198, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.999420404434204 }, { "episode": 3200, "epoch": 0.019172927825909816, "loss/policy_avg": -0.5007312297821045, "lr": 9.872827198364009e-06, "objective/entropy": -25.718414306640625, "objective/kl": 15.317103385925293, "objective/non_score_reward": -0.7658551931381226, "objective/rlhf_reward": -5.06342077255249, "objective/scores": -0.5, "policy/approxkl_avg": 154.1348876953125, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.796875, "step": 199, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.01686954498291 }, { "episode": 3216, "epoch": 0.019268792465039365, "loss/policy_avg": -0.08025580644607544, "lr": 9.872188139059305e-06, "objective/entropy": 205.03077697753906, "objective/kl": 21.50469207763672, "objective/non_score_reward": -1.0752345323562622, "objective/rlhf_reward": 0.09906184077262914, "objective/scores": 1.1, "policy/approxkl_avg": 16.594398498535156, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.67578125, "step": 200, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998137354850769 }, { "episode": 3232, "epoch": 0.019364657104168913, "loss/policy_avg": 0.09840521216392517, "lr": 9.871549079754602e-06, "objective/entropy": 94.7195053100586, "objective/kl": 23.290691375732422, "objective/non_score_reward": -1.164534568786621, "objective/rlhf_reward": -6.658138275146484, "objective/scores": -0.5, "policy/approxkl_avg": 61.80426788330078, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.568359375, "step": 201, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993457794189453 }, { "episode": 3248, "epoch": 0.019460521743298462, "loss/policy_avg": 0.20220378041267395, "lr": 9.8709100204499e-06, "objective/entropy": 138.21493530273438, "objective/kl": 26.57837677001953, "objective/non_score_reward": -1.328918695449829, "objective/rlhf_reward": -7.315675258636475, "objective/scores": -0.5, "policy/approxkl_avg": 125.10806274414062, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.671875, "step": 202, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9978711605072021 }, { "episode": 3264, "epoch": 0.01955638638242801, "loss/policy_avg": 0.20998699963092804, "lr": 9.870270961145196e-06, "objective/entropy": 183.40069580078125, "objective/kl": 22.997217178344727, "objective/non_score_reward": -1.1498608589172363, "objective/rlhf_reward": -4.599443554878235, "objective/scores": 0.0, "policy/approxkl_avg": 99.0360336303711, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.599609375, "step": 203, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9988300800323486 }, { "episode": 3280, "epoch": 0.01965225102155756, "loss/policy_avg": 0.11741530895233154, "lr": 9.869631901840491e-06, "objective/entropy": 10.714279174804688, "objective/kl": 29.581377029418945, "objective/non_score_reward": -1.4790689945220947, "objective/rlhf_reward": -4.435322943146586, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 252.8714599609375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.76953125, "step": 204, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9974395036697388 }, { "episode": 3296, "epoch": 0.01974811566068711, "loss/policy_avg": 0.28326037526130676, "lr": 9.868992842535788e-06, "objective/entropy": 115.94627380371094, "objective/kl": 29.00347137451172, "objective/non_score_reward": -1.4501736164093018, "objective/rlhf_reward": -5.800694525241852, "objective/scores": 0.0, "policy/approxkl_avg": 219.1302032470703, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.853515625, "step": 205, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9988524913787842 }, { "episode": 3312, "epoch": 0.019843980299816658, "loss/policy_avg": 0.11076626181602478, "lr": 9.868353783231085e-06, "objective/entropy": 146.21900939941406, "objective/kl": 33.56465530395508, "objective/non_score_reward": -1.6782327890396118, "objective/rlhf_reward": -6.712931394577026, "objective/scores": 0.0, "policy/approxkl_avg": 157.33514404296875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.908203125, "step": 206, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998185157775879 }, { "episode": 3328, "epoch": 0.019939844938946207, "loss/policy_avg": -0.04051626846194267, "lr": 9.867714723926382e-06, "objective/entropy": 80.3193130493164, "objective/kl": 31.786861419677734, "objective/non_score_reward": -1.5893430709838867, "objective/rlhf_reward": -3.433653388859007, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 220.55699157714844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.52734375, "step": 207, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982627630233765 }, { "episode": 3344, "epoch": 0.020035709578075756, "loss/policy_avg": 0.0633954256772995, "lr": 9.867075664621679e-06, "objective/entropy": 167.83624267578125, "objective/kl": 28.54816246032715, "objective/non_score_reward": -1.427408218383789, "objective/rlhf_reward": -7.709632873535156, "objective/scores": -0.5, "policy/approxkl_avg": 161.32330322265625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.77734375, "step": 208, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0011916160583496 }, { "episode": 3360, "epoch": 0.020131574217205305, "loss/policy_avg": 0.4134795665740967, "lr": 9.866436605316974e-06, "objective/entropy": 190.93576049804688, "objective/kl": 31.057029724121094, "objective/non_score_reward": -1.5528514385223389, "objective/rlhf_reward": -4.852156007026119, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 412.91265869140625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.833984375, "step": 209, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9969439506530762 }, { "episode": 3376, "epoch": 0.020227438856334854, "loss/policy_avg": 0.011405892670154572, "lr": 9.86579754601227e-06, "objective/entropy": -0.3257408142089844, "objective/kl": 30.285137176513672, "objective/non_score_reward": -1.5142569541931152, "objective/rlhf_reward": -6.057027459144592, "objective/scores": 0.0, "policy/approxkl_avg": 255.63124084472656, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.716796875, "step": 210, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9983439445495605 }, { "episode": 3392, "epoch": 0.020323303495464403, "loss/policy_avg": 0.02998751401901245, "lr": 9.865158486707568e-06, "objective/entropy": 18.811004638671875, "objective/kl": 26.8281307220459, "objective/non_score_reward": -1.3414065837860107, "objective/rlhf_reward": -2.4419072612535686, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 244.22311401367188, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.79296875, "step": 211, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.999415636062622 }, { "episode": 3408, "epoch": 0.020419168134593952, "loss/policy_avg": 0.3882741332054138, "lr": 9.864519427402863e-06, "objective/entropy": 151.1260223388672, "objective/kl": 34.16276550292969, "objective/non_score_reward": -1.708138108253479, "objective/rlhf_reward": -5.170693164289581, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 124.56742858886719, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.654296875, "step": 212, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9970864057540894 }, { "episode": 3424, "epoch": 0.0205150327737235, "loss/policy_avg": 0.2528703212738037, "lr": 9.86388036809816e-06, "objective/entropy": 71.80561065673828, "objective/kl": 30.099973678588867, "objective/non_score_reward": -1.5049986839294434, "objective/rlhf_reward": -8.019994735717773, "objective/scores": -0.5, "policy/approxkl_avg": 310.709716796875, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.748046875, "step": 213, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.997683048248291 }, { "episode": 3440, "epoch": 0.02061089741285305, "loss/policy_avg": -0.011442364193499088, "lr": 9.863241308793457e-06, "objective/entropy": 148.97042846679688, "objective/kl": 25.652734756469727, "objective/non_score_reward": -1.2826368808746338, "objective/rlhf_reward": -2.7305472850799557, "objective/scores": 0.6, "policy/approxkl_avg": 60.726966857910156, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.640625, "step": 214, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99959135055542 }, { "episode": 3456, "epoch": 0.0207067620519826, "loss/policy_avg": 0.30335062742233276, "lr": 9.862602249488753e-06, "objective/entropy": 64.34867858886719, "objective/kl": 26.22498321533203, "objective/non_score_reward": -1.3112492561340332, "objective/rlhf_reward": -7.244997024536133, "objective/scores": -0.5, "policy/approxkl_avg": 180.33152770996094, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.716796875, "step": 215, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99501633644104 }, { "episode": 3472, "epoch": 0.02080262669111215, "loss/policy_avg": 0.2380252331495285, "lr": 9.86196319018405e-06, "objective/entropy": -28.018264770507812, "objective/kl": 25.426055908203125, "objective/non_score_reward": -1.2713027000427246, "objective/rlhf_reward": -5.0852110385894775, "objective/scores": 0.0, "policy/approxkl_avg": 168.28411865234375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.623046875, "step": 216, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.996917486190796 }, { "episode": 3488, "epoch": 0.0208984913302417, "loss/policy_avg": 0.35980474948883057, "lr": 9.861324130879346e-06, "objective/entropy": -56.049781799316406, "objective/kl": 18.423480987548828, "objective/non_score_reward": -0.9211740493774414, "objective/rlhf_reward": -3.6846961677074432, "objective/scores": 0.0, "policy/approxkl_avg": 23.263450622558594, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.619140625, "step": 217, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9986913204193115 }, { "episode": 3504, "epoch": 0.02099435596937125, "loss/policy_avg": 0.11377542465925217, "lr": 9.860685071574642e-06, "objective/entropy": 51.95567321777344, "objective/kl": 30.016387939453125, "objective/non_score_reward": -1.500819444656372, "objective/rlhf_reward": -8.003277778625488, "objective/scores": -0.5, "policy/approxkl_avg": 219.76956176757812, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.673828125, "step": 218, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.001506805419922 }, { "episode": 3520, "epoch": 0.021090220608500798, "loss/policy_avg": 0.11929692327976227, "lr": 9.86004601226994e-06, "objective/entropy": 54.36243438720703, "objective/kl": 24.446704864501953, "objective/non_score_reward": -1.2223353385925293, "objective/rlhf_reward": -4.8893409967422485, "objective/scores": 0.0, "policy/approxkl_avg": 19.67999267578125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.587890625, "step": 219, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0119833946228027 }, { "episode": 3536, "epoch": 0.021186085247630347, "loss/policy_avg": 1.1937235593795776, "lr": 9.859406952965236e-06, "objective/entropy": -8.128410339355469, "objective/kl": 29.450044631958008, "objective/non_score_reward": -1.4725021123886108, "objective/rlhf_reward": -4.065179969343255, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 190.29078674316406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.625, "step": 220, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.001643180847168 }, { "episode": 3552, "epoch": 0.021281949886759896, "loss/policy_avg": 0.48739299178123474, "lr": 9.858767893660533e-06, "objective/entropy": 96.00523376464844, "objective/kl": 25.66995620727539, "objective/non_score_reward": -1.2834978103637695, "objective/rlhf_reward": -3.8084781503974625, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 83.90371704101562, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.44921875, "step": 221, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9984304904937744 }, { "episode": 3568, "epoch": 0.021377814525889445, "loss/policy_avg": 0.4375818967819214, "lr": 9.858128834355828e-06, "objective/entropy": 75.25170135498047, "objective/kl": 31.37661361694336, "objective/non_score_reward": -1.5688308477401733, "objective/rlhf_reward": -4.949810538321657, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 113.29835510253906, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.515625, "step": 222, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9974620342254639 }, { "episode": 3584, "epoch": 0.021473679165018994, "loss/policy_avg": 0.18842488527297974, "lr": 9.857489775051125e-06, "objective/entropy": 62.053443908691406, "objective/kl": 30.84737777709961, "objective/non_score_reward": -1.5423686504364014, "objective/rlhf_reward": -6.16947478055954, "objective/scores": 0.0, "policy/approxkl_avg": 170.18569946289062, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58984375, "step": 223, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998410701751709 }, { "episode": 3600, "epoch": 0.021569543804148543, "loss/policy_avg": 0.3384511470794678, "lr": 9.856850715746422e-06, "objective/entropy": 80.18526458740234, "objective/kl": 23.6530818939209, "objective/non_score_reward": -1.1826542615890503, "objective/rlhf_reward": -4.730616986751556, "objective/scores": 0.0, "policy/approxkl_avg": 3.6079671382904053, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.57421875, "step": 224, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994169473648071 }, { "episode": 3616, "epoch": 0.021665408443278092, "loss/policy_avg": 0.29894721508026123, "lr": 9.856211656441719e-06, "objective/entropy": 165.5200958251953, "objective/kl": 18.515085220336914, "objective/non_score_reward": -0.9257543087005615, "objective/rlhf_reward": -3.703017294406891, "objective/scores": 0.0, "policy/approxkl_avg": 74.32862854003906, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.70703125, "step": 225, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9962903261184692 }, { "episode": 3632, "epoch": 0.02176127308240764, "loss/policy_avg": 0.46412864327430725, "lr": 9.855572597137016e-06, "objective/entropy": 89.5113525390625, "objective/kl": 29.43311882019043, "objective/non_score_reward": -1.4716558456420898, "objective/rlhf_reward": -7.886623382568359, "objective/scores": -0.5, "policy/approxkl_avg": 100.8701171875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.69140625, "step": 226, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9992918968200684 }, { "episode": 3648, "epoch": 0.02185713772153719, "loss/policy_avg": -0.17664140462875366, "lr": 9.854933537832313e-06, "objective/entropy": -5.129295349121094, "objective/kl": 16.053768157958984, "objective/non_score_reward": -0.802688479423523, "objective/rlhf_reward": -5.210753917694092, "objective/scores": -0.5, "policy/approxkl_avg": 10.066779136657715, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.525390625, "step": 227, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.001509189605713 }, { "episode": 3664, "epoch": 0.02195300236066674, "loss/policy_avg": 0.23512879014015198, "lr": 9.854294478527608e-06, "objective/entropy": 236.32894897460938, "objective/kl": 31.84699058532715, "objective/non_score_reward": -1.5923495292663574, "objective/rlhf_reward": -8.36939811706543, "objective/scores": -0.5, "policy/approxkl_avg": 100.35233306884766, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.73046875, "step": 228, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9997907876968384 }, { "episode": 3680, "epoch": 0.022048866999796288, "loss/policy_avg": -0.021687505766749382, "lr": 9.853655419222905e-06, "objective/entropy": 156.21514892578125, "objective/kl": 33.45891189575195, "objective/non_score_reward": -1.6729457378387451, "objective/rlhf_reward": -6.691782712936401, "objective/scores": 0.0, "policy/approxkl_avg": 59.40328598022461, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.69140625, "step": 229, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9973727464675903 }, { "episode": 3696, "epoch": 0.022144731638925837, "loss/policy_avg": 0.2921329736709595, "lr": 9.853016359918202e-06, "objective/entropy": 283.9156494140625, "objective/kl": 28.28559112548828, "objective/non_score_reward": -1.4142796993255615, "objective/rlhf_reward": -5.657118558883667, "objective/scores": 0.0, "policy/approxkl_avg": 67.94718933105469, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.876953125, "step": 230, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9960227012634277 }, { "episode": 3712, "epoch": 0.022240596278055386, "loss/policy_avg": 0.05423973500728607, "lr": 9.852377300613498e-06, "objective/entropy": 138.2334442138672, "objective/kl": 43.57646560668945, "objective/non_score_reward": -2.1788229942321777, "objective/rlhf_reward": -7.159033386912897, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 98.089111328125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.6875, "step": 231, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993014335632324 }, { "episode": 3728, "epoch": 0.022336460917184935, "loss/policy_avg": 0.19056108593940735, "lr": 9.851738241308795e-06, "objective/entropy": 10.413976669311523, "objective/kl": 18.887348175048828, "objective/non_score_reward": -0.9443674087524414, "objective/rlhf_reward": -3.777469515800476, "objective/scores": 0.0, "policy/approxkl_avg": 105.73004150390625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.59765625, "step": 232, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9962282180786133 }, { "episode": 3744, "epoch": 0.022432325556314484, "loss/policy_avg": 0.4601524770259857, "lr": 9.85109918200409e-06, "objective/entropy": -74.81282043457031, "objective/kl": 24.299213409423828, "objective/non_score_reward": -1.2149605751037598, "objective/rlhf_reward": -4.859842598438263, "objective/scores": 0.0, "policy/approxkl_avg": 34.33855056762695, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.638671875, "step": 233, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 2.0012383460998535 }, { "episode": 3760, "epoch": 0.022528190195444033, "loss/policy_avg": 0.40300655364990234, "lr": 9.850460122699387e-06, "objective/entropy": -45.57096481323242, "objective/kl": 30.75171661376953, "objective/non_score_reward": -1.537585973739624, "objective/rlhf_reward": -8.15034294128418, "objective/scores": -0.5, "policy/approxkl_avg": 57.83643341064453, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.791015625, "step": 234, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9980592727661133 }, { "episode": 3776, "epoch": 0.02262405483457358, "loss/policy_avg": 0.08251257985830307, "lr": 9.849821063394683e-06, "objective/entropy": -39.57012176513672, "objective/kl": 21.46126937866211, "objective/non_score_reward": -1.0730634927749634, "objective/rlhf_reward": -2.9667412376701066, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 8.371784210205078, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.591796875, "step": 235, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99739670753479 }, { "episode": 3792, "epoch": 0.02271991947370313, "loss/policy_avg": 0.287686824798584, "lr": 9.84918200408998e-06, "objective/entropy": 225.470703125, "objective/kl": 32.462642669677734, "objective/non_score_reward": -1.6231322288513184, "objective/rlhf_reward": -5.092528736591339, "objective/scores": 0.35, "policy/approxkl_avg": 233.72256469726562, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.685546875, "step": 236, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9972712993621826 }, { "episode": 3808, "epoch": 0.02281578411283268, "loss/policy_avg": 0.40615230798721313, "lr": 9.848542944785276e-06, "objective/entropy": 138.72113037109375, "objective/kl": 36.74411392211914, "objective/non_score_reward": -1.8372057676315308, "objective/rlhf_reward": -7.348823070526123, "objective/scores": 0.0, "policy/approxkl_avg": 68.71369934082031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.51171875, "step": 237, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0015788078308105 }, { "episode": 3824, "epoch": 0.02291164875196223, "loss/policy_avg": 0.2618522644042969, "lr": 9.847903885480573e-06, "objective/entropy": 218.24368286132812, "objective/kl": 28.746074676513672, "objective/non_score_reward": -1.4373037815093994, "objective/rlhf_reward": -4.145094964567738, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 35.09134292602539, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.65234375, "step": 238, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9968454837799072 }, { "episode": 3840, "epoch": 0.023007513391091777, "loss/policy_avg": 0.44723182916641235, "lr": 9.84726482617587e-06, "objective/entropy": 134.8599853515625, "objective/kl": 30.93494415283203, "objective/non_score_reward": -1.5467472076416016, "objective/rlhf_reward": -4.630729882922724, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 72.10969543457031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.666015625, "step": 239, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997701644897461 }, { "episode": 3856, "epoch": 0.023103378030221326, "loss/policy_avg": 1.2493870258331299, "lr": 9.846625766871167e-06, "objective/entropy": 101.4572525024414, "objective/kl": 29.70997428894043, "objective/non_score_reward": -1.4854986667633057, "objective/rlhf_reward": -5.941995084285736, "objective/scores": 0.0, "policy/approxkl_avg": 100.62832641601562, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.517578125, "step": 240, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9961397647857666 }, { "episode": 3872, "epoch": 0.023199242669350875, "loss/policy_avg": 0.11165004968643188, "lr": 9.845986707566462e-06, "objective/entropy": -147.07489013671875, "objective/kl": 25.88149642944336, "objective/non_score_reward": -1.2940750122070312, "objective/rlhf_reward": -7.176300048828125, "objective/scores": -0.5, "policy/approxkl_avg": 239.4694061279297, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.705078125, "step": 241, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.998302698135376 }, { "episode": 3888, "epoch": 0.023295107308480424, "loss/policy_avg": 0.24919648468494415, "lr": 9.845347648261759e-06, "objective/entropy": -68.71859741210938, "objective/kl": 27.074668884277344, "objective/non_score_reward": -1.3537335395812988, "objective/rlhf_reward": -7.414934158325195, "objective/scores": -0.5, "policy/approxkl_avg": 81.3831787109375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.443359375, "step": 242, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9985148906707764 }, { "episode": 3904, "epoch": 0.023390971947609973, "loss/policy_avg": 0.26694488525390625, "lr": 9.844708588957056e-06, "objective/entropy": 94.072265625, "objective/kl": 28.564594268798828, "objective/non_score_reward": -1.428229808807373, "objective/rlhf_reward": -7.712919235229492, "objective/scores": -0.5, "policy/approxkl_avg": 219.86279296875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.8515625, "step": 243, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9972708225250244 }, { "episode": 3920, "epoch": 0.023486836586739522, "loss/policy_avg": 0.6054710149765015, "lr": 9.844069529652353e-06, "objective/entropy": 129.7139892578125, "objective/kl": 30.57644271850586, "objective/non_score_reward": -1.5288220643997192, "objective/rlhf_reward": -8.115287780761719, "objective/scores": -0.5, "policy/approxkl_avg": 83.28874206542969, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.712890625, "step": 244, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9941790103912354 }, { "episode": 3936, "epoch": 0.023582701225869074, "loss/policy_avg": 0.12586408853530884, "lr": 9.84343047034765e-06, "objective/entropy": 241.99429321289062, "objective/kl": 27.60189437866211, "objective/non_score_reward": -1.3800947666168213, "objective/rlhf_reward": -5.520378828048706, "objective/scores": 0.0, "policy/approxkl_avg": 73.93728637695312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.83984375, "step": 245, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9990196228027344 }, { "episode": 3952, "epoch": 0.023678565864998623, "loss/policy_avg": 0.4687037467956543, "lr": 9.842791411042945e-06, "objective/entropy": 90.39759826660156, "objective/kl": 26.80643081665039, "objective/non_score_reward": -1.3403215408325195, "objective/rlhf_reward": -7.361286163330078, "objective/scores": -0.5, "policy/approxkl_avg": 122.53802490234375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.9375, "step": 246, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.99778151512146 }, { "episode": 3968, "epoch": 0.023774430504128172, "loss/policy_avg": 0.7288471460342407, "lr": 9.842152351738242e-06, "objective/entropy": 111.89739227294922, "objective/kl": 26.556848526000977, "objective/non_score_reward": -1.3278424739837646, "objective/rlhf_reward": -5.311370104551315, "objective/scores": 0.0, "policy/approxkl_avg": 153.5714874267578, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.58984375, "step": 247, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0046982765197754 }, { "episode": 3984, "epoch": 0.02387029514325772, "loss/policy_avg": 0.4886789321899414, "lr": 9.841513292433539e-06, "objective/entropy": 143.58645629882812, "objective/kl": 23.396575927734375, "objective/non_score_reward": -1.1698288917541504, "objective/rlhf_reward": -2.854486520561289, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 99.15058898925781, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.45703125, "step": 248, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9984853267669678 }, { "episode": 4000, "epoch": 0.02396615978238727, "loss/policy_avg": 0.20749720931053162, "lr": 9.840874233128836e-06, "objective/entropy": 34.73357391357422, "objective/kl": 20.36009979248047, "objective/non_score_reward": -1.0180050134658813, "objective/rlhf_reward": -4.07202011346817, "objective/scores": 0.0, "policy/approxkl_avg": 159.967529296875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.580078125, "step": 249, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0006356239318848 }, { "episode": 4016, "epoch": 0.02406202442151682, "loss/policy_avg": 0.3030295670032501, "lr": 9.840235173824132e-06, "objective/entropy": -112.51934814453125, "objective/kl": 33.881568908691406, "objective/non_score_reward": -1.6940785646438599, "objective/rlhf_reward": -4.951485450538705, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 146.98245239257812, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.65234375, "step": 250, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9988691806793213 }, { "episode": 4032, "epoch": 0.024157889060646368, "loss/policy_avg": 0.6671163439750671, "lr": 9.83959611451943e-06, "objective/entropy": -65.78260803222656, "objective/kl": 24.848434448242188, "objective/non_score_reward": -1.2424218654632568, "objective/rlhf_reward": -6.969687461853027, "objective/scores": -0.5, "policy/approxkl_avg": 93.62220764160156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58203125, "step": 251, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9968496561050415 }, { "episode": 4048, "epoch": 0.024253753699775917, "loss/policy_avg": 0.1528814733028412, "lr": 9.838957055214724e-06, "objective/entropy": 203.98094177246094, "objective/kl": 40.56060791015625, "objective/non_score_reward": -2.0280303955078125, "objective/rlhf_reward": -10.11212158203125, "objective/scores": -0.5, "policy/approxkl_avg": 216.96200561523438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.935546875, "step": 252, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9983346462249756 }, { "episode": 4064, "epoch": 0.024349618338905466, "loss/policy_avg": 0.1612689346075058, "lr": 9.838317995910021e-06, "objective/entropy": 199.67910766601562, "objective/kl": 17.4683780670166, "objective/non_score_reward": -0.873418927192688, "objective/rlhf_reward": 0.9063242912292484, "objective/scores": 1.1, "policy/approxkl_avg": 40.0599365234375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.685546875, "step": 253, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0007472038269043 }, { "episode": 4080, "epoch": 0.024445482978035015, "loss/policy_avg": 0.1594327837228775, "lr": 9.837678936605318e-06, "objective/entropy": 272.66253662109375, "objective/kl": 22.29098129272461, "objective/non_score_reward": -1.114549160003662, "objective/rlhf_reward": -3.058196461200714, "objective/scores": 0.35, "policy/approxkl_avg": 11.639923095703125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.8359375, "step": 254, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9991519451141357 }, { "episode": 4096, "epoch": 0.024541347617164564, "loss/policy_avg": 0.08180014789104462, "lr": 9.837039877300615e-06, "objective/entropy": 67.96817779541016, "objective/kl": 19.31763458251953, "objective/non_score_reward": -0.9658817052841187, "objective/rlhf_reward": -5.863526821136475, "objective/scores": -0.5, "policy/approxkl_avg": 9.514694213867188, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.556640625, "step": 255, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9998260736465454 }, { "episode": 4112, "epoch": 0.024637212256294113, "loss/policy_avg": 0.05669542774558067, "lr": 9.83640081799591e-06, "objective/entropy": 74.68458557128906, "objective/kl": 24.917343139648438, "objective/non_score_reward": -1.2458672523498535, "objective/rlhf_reward": -3.158640022548746, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 20.251989364624023, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.60546875, "step": 256, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0000245571136475 }, { "episode": 4128, "epoch": 0.024733076895423662, "loss/policy_avg": -0.04459148645401001, "lr": 9.835761758691207e-06, "objective/entropy": 44.43208312988281, "objective/kl": 26.832380294799805, "objective/non_score_reward": -1.3416190147399902, "objective/rlhf_reward": -3.9878734732545436, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 121.80049896240234, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.61328125, "step": 257, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0049991607666016 }, { "episode": 4144, "epoch": 0.02482894153455321, "loss/policy_avg": 0.2643028497695923, "lr": 9.835122699386504e-06, "objective/entropy": -58.66691207885742, "objective/kl": 19.387344360351562, "objective/non_score_reward": -0.969367265701294, "objective/rlhf_reward": -5.877469062805176, "objective/scores": -0.5, "policy/approxkl_avg": 45.993797302246094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5859375, "step": 258, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9965884685516357 }, { "episode": 4160, "epoch": 0.02492480617368276, "loss/policy_avg": 0.6535857915878296, "lr": 9.8344836400818e-06, "objective/entropy": 142.896484375, "objective/kl": 22.385143280029297, "objective/non_score_reward": -1.1192572116851807, "objective/rlhf_reward": -6.477028846740723, "objective/scores": -0.5, "policy/approxkl_avg": 159.0670166015625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.90625, "step": 259, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9975087642669678 }, { "episode": 4176, "epoch": 0.02502067081281231, "loss/policy_avg": 0.06705514341592789, "lr": 9.833844580777096e-06, "objective/entropy": 85.35755920410156, "objective/kl": 42.735443115234375, "objective/non_score_reward": -2.1367719173431396, "objective/rlhf_reward": -6.8852281622296445, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 59.29423522949219, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.513671875, "step": 260, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998096227645874 }, { "episode": 4192, "epoch": 0.025116535451941858, "loss/policy_avg": 0.16437175869941711, "lr": 9.833205521472393e-06, "objective/entropy": 238.88308715820312, "objective/kl": 35.51251983642578, "objective/non_score_reward": -1.7756261825561523, "objective/rlhf_reward": -9.10250473022461, "objective/scores": -0.5, "policy/approxkl_avg": 87.11653137207031, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.75390625, "step": 261, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9962289333343506 }, { "episode": 4208, "epoch": 0.025212400091071407, "loss/policy_avg": 0.2615561783313751, "lr": 9.83256646216769e-06, "objective/entropy": 165.4353790283203, "objective/kl": 31.884780883789062, "objective/non_score_reward": -1.5942389965057373, "objective/rlhf_reward": -4.772836122576313, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 145.626708984375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.689453125, "step": 262, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9968907833099365 }, { "episode": 4224, "epoch": 0.025308264730200956, "loss/policy_avg": 0.1498258411884308, "lr": 9.831927402862987e-06, "objective/entropy": 114.43228149414062, "objective/kl": 34.159423828125, "objective/non_score_reward": -1.7079713344573975, "objective/rlhf_reward": -8.831884384155273, "objective/scores": -0.5, "policy/approxkl_avg": 120.08966827392578, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6640625, "step": 263, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.995566964149475 }, { "episode": 4240, "epoch": 0.025404129369330505, "loss/policy_avg": 0.9565318822860718, "lr": 9.831288343558284e-06, "objective/entropy": 30.085983276367188, "objective/kl": 30.190189361572266, "objective/non_score_reward": -1.5095094442367554, "objective/rlhf_reward": -6.038037717342377, "objective/scores": 0.0, "policy/approxkl_avg": 30.665681838989258, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.548828125, "step": 264, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9984924793243408 }, { "episode": 4256, "epoch": 0.025499994008460054, "loss/policy_avg": 0.1617015153169632, "lr": 9.830649284253579e-06, "objective/entropy": 85.59569549560547, "objective/kl": 29.51198959350586, "objective/non_score_reward": -1.4755992889404297, "objective/rlhf_reward": -1.5023974239826199, "objective/scores": 1.1, "policy/approxkl_avg": 238.41380310058594, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.62109375, "step": 265, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998697280883789 }, { "episode": 4272, "epoch": 0.025595858647589603, "loss/policy_avg": 0.12634433805942535, "lr": 9.830010224948876e-06, "objective/entropy": -17.845001220703125, "objective/kl": 23.098552703857422, "objective/non_score_reward": -1.1549276113510132, "objective/rlhf_reward": -6.619710445404053, "objective/scores": -0.5, "policy/approxkl_avg": 43.69245147705078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.564453125, "step": 266, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993417263031006 }, { "episode": 4288, "epoch": 0.02569172328671915, "loss/policy_avg": 0.1535305678844452, "lr": 9.829371165644173e-06, "objective/entropy": 149.2012481689453, "objective/kl": 30.30670928955078, "objective/non_score_reward": -1.5153354406356812, "objective/rlhf_reward": -4.545570218356785, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 55.40291976928711, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.517578125, "step": 267, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999010682106018 }, { "episode": 4304, "epoch": 0.0257875879258487, "loss/policy_avg": 0.3865639567375183, "lr": 9.82873210633947e-06, "objective/entropy": 96.54017639160156, "objective/kl": 32.002784729003906, "objective/non_score_reward": -1.6001390218734741, "objective/rlhf_reward": -8.400556564331055, "objective/scores": -0.5, "policy/approxkl_avg": 31.64997100830078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5859375, "step": 268, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9976623058319092 }, { "episode": 4320, "epoch": 0.02588345256497825, "loss/policy_avg": -0.003022553399205208, "lr": 9.828093047034766e-06, "objective/entropy": 184.17962646484375, "objective/kl": 34.98113250732422, "objective/non_score_reward": -1.7490566968917847, "objective/rlhf_reward": -5.480455153974232, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 177.02108764648438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.58984375, "step": 269, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0039427280426025 }, { "episode": 4336, "epoch": 0.0259793172041078, "loss/policy_avg": 0.22940891981124878, "lr": 9.827453987730061e-06, "objective/entropy": 97.79884338378906, "objective/kl": 28.352216720581055, "objective/non_score_reward": -1.4176108837127686, "objective/rlhf_reward": -5.670443296432495, "objective/scores": 0.0, "policy/approxkl_avg": 50.27137756347656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7734375, "step": 270, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.995865821838379 }, { "episode": 4352, "epoch": 0.026075181843237347, "loss/policy_avg": 0.5798227190971375, "lr": 9.826814928425358e-06, "objective/entropy": 114.09043884277344, "objective/kl": 30.19118309020996, "objective/non_score_reward": -1.509559154510498, "objective/rlhf_reward": -6.038236498832703, "objective/scores": 0.0, "policy/approxkl_avg": 34.826072692871094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6328125, "step": 271, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0023837089538574 }, { "episode": 4368, "epoch": 0.026171046482366896, "loss/policy_avg": -0.021535426378250122, "lr": 9.826175869120655e-06, "objective/entropy": -37.564857482910156, "objective/kl": 18.688800811767578, "objective/non_score_reward": -0.9344400763511658, "objective/rlhf_reward": -5.737760543823242, "objective/scores": -0.5, "policy/approxkl_avg": 5.649078369140625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5859375, "step": 272, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9990510940551758 }, { "episode": 4384, "epoch": 0.02626691112149645, "loss/policy_avg": 0.22535109519958496, "lr": 9.825536809815952e-06, "objective/entropy": 92.80372619628906, "objective/kl": 36.460060119628906, "objective/non_score_reward": -1.8230029344558716, "objective/rlhf_reward": -5.9327618715509605, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 71.66783142089844, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6875, "step": 273, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.996490716934204 }, { "episode": 4400, "epoch": 0.026362775760625998, "loss/policy_avg": 0.1513216346502304, "lr": 9.824897750511249e-06, "objective/entropy": 107.88948059082031, "objective/kl": 27.020774841308594, "objective/non_score_reward": -1.3510388135910034, "objective/rlhf_reward": -5.404155135154724, "objective/scores": 0.0, "policy/approxkl_avg": 2.633958339691162, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.353515625, "step": 274, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999776840209961 }, { "episode": 4416, "epoch": 0.026458640399755547, "loss/policy_avg": 0.2180587649345398, "lr": 9.824258691206546e-06, "objective/entropy": 237.6265411376953, "objective/kl": 34.5337028503418, "objective/non_score_reward": -1.7266850471496582, "objective/rlhf_reward": -5.350481002536371, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 64.67985534667969, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.7578125, "step": 275, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0010175704956055 }, { "episode": 4432, "epoch": 0.026554505038885096, "loss/policy_avg": 0.1868075728416443, "lr": 9.823619631901841e-06, "objective/entropy": 153.34646606445312, "objective/kl": 37.78309631347656, "objective/non_score_reward": -1.8891546726226807, "objective/rlhf_reward": -7.556619048118591, "objective/scores": 0.0, "policy/approxkl_avg": 104.59550476074219, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.814453125, "step": 276, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9994056224822998 }, { "episode": 4448, "epoch": 0.026650369678014645, "loss/policy_avg": 0.9853407144546509, "lr": 9.822980572597138e-06, "objective/entropy": 241.00967407226562, "objective/kl": 34.986572265625, "objective/non_score_reward": -1.74932861328125, "objective/rlhf_reward": -5.393194708887654, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 219.53729248046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.7421875, "step": 277, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9966635704040527 }, { "episode": 4464, "epoch": 0.026746234317144194, "loss/policy_avg": -0.05517375469207764, "lr": 9.822341513292433e-06, "objective/entropy": -5.935462951660156, "objective/kl": 28.799835205078125, "objective/non_score_reward": -1.4399919509887695, "objective/rlhf_reward": -7.75996732711792, "objective/scores": -0.5, "policy/approxkl_avg": 7.517549514770508, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.623046875, "step": 278, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0015547275543213 }, { "episode": 4480, "epoch": 0.026842098956273742, "loss/policy_avg": 0.5763638019561768, "lr": 9.82170245398773e-06, "objective/entropy": 109.34716796875, "objective/kl": 33.456336975097656, "objective/non_score_reward": -1.6728168725967407, "objective/rlhf_reward": -6.691267490386963, "objective/scores": 0.0, "policy/approxkl_avg": 87.05907440185547, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.529296875, "step": 279, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9927139282226562 }, { "episode": 4496, "epoch": 0.02693796359540329, "loss/policy_avg": 0.060494083911180496, "lr": 9.821063394683027e-06, "objective/entropy": 73.89436340332031, "objective/kl": 30.13658905029297, "objective/non_score_reward": -1.5068295001983643, "objective/rlhf_reward": -8.027318000793457, "objective/scores": -0.5, "policy/approxkl_avg": 238.1710662841797, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.658203125, "step": 280, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9975123405456543 }, { "episode": 4512, "epoch": 0.02703382823453284, "loss/policy_avg": 1.1403638124465942, "lr": 9.820424335378324e-06, "objective/entropy": 78.37907409667969, "objective/kl": 35.09062194824219, "objective/non_score_reward": -1.7545311450958252, "objective/rlhf_reward": -7.018124580383301, "objective/scores": 0.0, "policy/approxkl_avg": 51.29010772705078, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.544921875, "step": 281, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9980716705322266 }, { "episode": 4528, "epoch": 0.02712969287366239, "loss/policy_avg": 0.0838393121957779, "lr": 9.81978527607362e-06, "objective/entropy": 12.182060241699219, "objective/kl": 30.722957611083984, "objective/non_score_reward": -1.5361478328704834, "objective/rlhf_reward": -4.197180102543767, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 42.573402404785156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.609375, "step": 282, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99773371219635 }, { "episode": 4544, "epoch": 0.02722555751279194, "loss/policy_avg": 0.10264723747968674, "lr": 9.819146216768916e-06, "objective/entropy": -15.691246032714844, "objective/kl": 31.322179794311523, "objective/non_score_reward": -1.5661091804504395, "objective/rlhf_reward": -8.264436721801758, "objective/scores": -0.5, "policy/approxkl_avg": 216.12973022460938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.77734375, "step": 283, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982627630233765 }, { "episode": 4560, "epoch": 0.027321422151921487, "loss/policy_avg": -0.03270050510764122, "lr": 9.818507157464213e-06, "objective/entropy": 139.46694946289062, "objective/kl": 25.990922927856445, "objective/non_score_reward": -1.299546241760254, "objective/rlhf_reward": -3.5940649843850903, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 66.3836441040039, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.62109375, "step": 284, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0002379417419434 }, { "episode": 4576, "epoch": 0.027417286791051036, "loss/policy_avg": -0.08705548942089081, "lr": 9.81786809815951e-06, "objective/entropy": 166.04830932617188, "objective/kl": 24.707944869995117, "objective/non_score_reward": -1.235397219657898, "objective/rlhf_reward": -3.5415888786315914, "objective/scores": 0.35, "policy/approxkl_avg": 21.18993377685547, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.630859375, "step": 285, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9989569187164307 }, { "episode": 4592, "epoch": 0.027513151430180585, "loss/policy_avg": 0.03873559087514877, "lr": 9.817229038854806e-06, "objective/entropy": -7.895801544189453, "objective/kl": 26.817386627197266, "objective/non_score_reward": -1.340869426727295, "objective/rlhf_reward": -3.9634773492813107, "objective/scores": 0.35, "policy/approxkl_avg": 94.96324920654297, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.689453125, "step": 286, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0000836849212646 }, { "episode": 4608, "epoch": 0.027609016069310134, "loss/policy_avg": 0.3947087824344635, "lr": 9.816589979550103e-06, "objective/entropy": 31.713714599609375, "objective/kl": 35.37312698364258, "objective/non_score_reward": -1.7686563730239868, "objective/rlhf_reward": -7.074625730514526, "objective/scores": 0.0, "policy/approxkl_avg": 117.319091796875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.55078125, "step": 287, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998248815536499 }, { "episode": 4624, "epoch": 0.027704880708439683, "loss/policy_avg": -0.04924429580569267, "lr": 9.8159509202454e-06, "objective/entropy": 213.8193817138672, "objective/kl": 33.728729248046875, "objective/non_score_reward": -1.686436653137207, "objective/rlhf_reward": -2.3457467317581173, "objective/scores": 1.1, "policy/approxkl_avg": 14.397890090942383, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8125, "step": 288, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.001190662384033 }, { "episode": 4640, "epoch": 0.027800745347569232, "loss/policy_avg": 0.3702055513858795, "lr": 9.815311860940695e-06, "objective/entropy": 60.47701644897461, "objective/kl": 28.081138610839844, "objective/non_score_reward": -1.4040570259094238, "objective/rlhf_reward": -5.616227865219116, "objective/scores": 0.0, "policy/approxkl_avg": 141.1427001953125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.52734375, "step": 289, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9983237981796265 }, { "episode": 4656, "epoch": 0.02789660998669878, "loss/policy_avg": 0.6483702659606934, "lr": 9.814672801635992e-06, "objective/entropy": 56.31958770751953, "objective/kl": 32.672027587890625, "objective/non_score_reward": -1.633601427078247, "objective/rlhf_reward": -8.534405708312988, "objective/scores": -0.5, "policy/approxkl_avg": 82.03401184082031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7890625, "step": 290, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9977704286575317 }, { "episode": 4672, "epoch": 0.02799247462582833, "loss/policy_avg": 0.2940463721752167, "lr": 9.81403374233129e-06, "objective/entropy": 116.48851013183594, "objective/kl": 25.498628616333008, "objective/non_score_reward": -1.2749314308166504, "objective/rlhf_reward": -7.099725246429443, "objective/scores": -0.5, "policy/approxkl_avg": 66.54810333251953, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.80859375, "step": 291, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9973530769348145 }, { "episode": 4688, "epoch": 0.02808833926495788, "loss/policy_avg": 0.28353065252304077, "lr": 9.813394683026586e-06, "objective/entropy": -60.268192291259766, "objective/kl": 31.477249145507812, "objective/non_score_reward": -1.5738624334335327, "objective/rlhf_reward": -6.295449614524841, "objective/scores": 0.0, "policy/approxkl_avg": 35.035682678222656, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.888671875, "step": 292, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0013890266418457 }, { "episode": 4704, "epoch": 0.028184203904087428, "loss/policy_avg": 0.35568001866340637, "lr": 9.812755623721883e-06, "objective/entropy": 126.98811340332031, "objective/kl": 31.8903865814209, "objective/non_score_reward": -1.5945194959640503, "objective/rlhf_reward": -8.37807846069336, "objective/scores": -0.5, "policy/approxkl_avg": 254.9582977294922, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4189453125, "step": 293, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9979784488677979 }, { "episode": 4720, "epoch": 0.028280068543216977, "loss/policy_avg": 0.2607693076133728, "lr": 9.81211656441718e-06, "objective/entropy": 25.59099578857422, "objective/kl": 27.727397918701172, "objective/non_score_reward": -1.3863699436187744, "objective/rlhf_reward": -5.545479655265808, "objective/scores": 0.0, "policy/approxkl_avg": 4.56276273727417, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.640625, "step": 294, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9985105991363525 }, { "episode": 4736, "epoch": 0.028375933182346526, "loss/policy_avg": 0.09589973092079163, "lr": 9.811477505112475e-06, "objective/entropy": 60.00609588623047, "objective/kl": 28.59209442138672, "objective/non_score_reward": -1.4296045303344727, "objective/rlhf_reward": -4.40773727556169, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 5.154585361480713, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.568359375, "step": 295, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0015292167663574 }, { "episode": 4752, "epoch": 0.028471797821476075, "loss/policy_avg": -0.23297792673110962, "lr": 9.810838445807772e-06, "objective/entropy": 172.1509552001953, "objective/kl": 28.202377319335938, "objective/non_score_reward": -1.4101189374923706, "objective/rlhf_reward": -5.640475809574127, "objective/scores": 0.0, "policy/approxkl_avg": 10.175811767578125, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.619140625, "step": 296, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0159595012664795 }, { "episode": 4768, "epoch": 0.028567662460605624, "loss/policy_avg": 0.24692611396312714, "lr": 9.810199386503069e-06, "objective/entropy": 82.19457244873047, "objective/kl": 23.421173095703125, "objective/non_score_reward": -1.1710586547851562, "objective/rlhf_reward": -0.2842347383499142, "objective/scores": 1.1, "policy/approxkl_avg": 28.198326110839844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.765625, "step": 297, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000041961669922 }, { "episode": 4784, "epoch": 0.028663527099735173, "loss/policy_avg": 0.2046826034784317, "lr": 9.809560327198366e-06, "objective/entropy": 98.7589111328125, "objective/kl": 31.546274185180664, "objective/non_score_reward": -1.5773136615753174, "objective/rlhf_reward": -8.309255599975586, "objective/scores": -0.5, "policy/approxkl_avg": 203.54513549804688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.697265625, "step": 298, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9957282543182373 }, { "episode": 4800, "epoch": 0.02875939173886472, "loss/policy_avg": 0.24512505531311035, "lr": 9.808921267893663e-06, "objective/entropy": 206.71981811523438, "objective/kl": 26.81441307067871, "objective/non_score_reward": -1.3407206535339355, "objective/rlhf_reward": -5.362882316112518, "objective/scores": 0.0, "policy/approxkl_avg": 163.9492950439453, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.796875, "step": 299, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.996509313583374 }, { "episode": 4816, "epoch": 0.02885525637799427, "loss/policy_avg": 0.028275877237319946, "lr": 9.808282208588958e-06, "objective/entropy": -18.974689483642578, "objective/kl": 37.04328536987305, "objective/non_score_reward": -1.852164387702942, "objective/rlhf_reward": -9.40865707397461, "objective/scores": -0.5, "policy/approxkl_avg": 33.29435348510742, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.666015625, "step": 300, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9966996908187866 }, { "episode": 4832, "epoch": 0.02895112101712382, "loss/policy_avg": 0.1949348747730255, "lr": 9.807643149284255e-06, "objective/entropy": 83.58306121826172, "objective/kl": 37.85429000854492, "objective/non_score_reward": -1.8927146196365356, "objective/rlhf_reward": -9.570858001708984, "objective/scores": -0.5, "policy/approxkl_avg": 69.484619140625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.611328125, "step": 301, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9983818531036377 }, { "episode": 4848, "epoch": 0.029046985656253372, "loss/policy_avg": -0.1876036524772644, "lr": 9.80700408997955e-06, "objective/entropy": -33.166542053222656, "objective/kl": 29.514928817749023, "objective/non_score_reward": -1.4757463932037354, "objective/rlhf_reward": -5.902985334396362, "objective/scores": 0.0, "policy/approxkl_avg": 21.677946090698242, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.58984375, "step": 302, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998695731163025 }, { "episode": 4864, "epoch": 0.02914285029538292, "loss/policy_avg": 0.022164881229400635, "lr": 9.806365030674847e-06, "objective/entropy": 94.1938247680664, "objective/kl": 34.645530700683594, "objective/non_score_reward": -1.7322763204574585, "objective/rlhf_reward": -8.929105758666992, "objective/scores": -0.5, "policy/approxkl_avg": 211.6139373779297, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.779296875, "step": 303, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997363805770874 }, { "episode": 4880, "epoch": 0.02923871493451247, "loss/policy_avg": 0.7907856106758118, "lr": 9.805725971370144e-06, "objective/entropy": 63.40114212036133, "objective/kl": 32.65860366821289, "objective/non_score_reward": -1.6329302787780762, "objective/rlhf_reward": -6.531721353530884, "objective/scores": 0.0, "policy/approxkl_avg": 12.615059852600098, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.8515625, "step": 304, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0000805854797363 }, { "episode": 4896, "epoch": 0.02933457957364202, "loss/policy_avg": 0.07148364931344986, "lr": 9.80508691206544e-06, "objective/entropy": 88.27102661132812, "objective/kl": 39.98832702636719, "objective/non_score_reward": -1.9994162321090698, "objective/rlhf_reward": -5.073946271778318, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 129.564208984375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.533203125, "step": 305, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998765468597412 }, { "episode": 4912, "epoch": 0.029430444212771568, "loss/policy_avg": 0.17122961580753326, "lr": 9.804447852760737e-06, "objective/entropy": -49.38551330566406, "objective/kl": 24.57117462158203, "objective/non_score_reward": -1.2285586595535278, "objective/rlhf_reward": -6.914234638214111, "objective/scores": -0.5, "policy/approxkl_avg": 7.128786087036133, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.755859375, "step": 306, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9974303245544434 }, { "episode": 4928, "epoch": 0.029526308851901117, "loss/policy_avg": 0.2127828598022461, "lr": 9.803808793456034e-06, "objective/entropy": 75.18860626220703, "objective/kl": 26.683685302734375, "objective/non_score_reward": -1.3341842889785767, "objective/rlhf_reward": -5.336737275123596, "objective/scores": 0.0, "policy/approxkl_avg": 5.522137641906738, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6875, "step": 307, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.001485824584961 }, { "episode": 4944, "epoch": 0.029622173491030666, "loss/policy_avg": -0.11516772210597992, "lr": 9.80316973415133e-06, "objective/entropy": -0.04103279113769531, "objective/kl": 38.64908218383789, "objective/non_score_reward": -1.932453989982605, "objective/rlhf_reward": -6.067956691206085, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 4.6061835289001465, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.724609375, "step": 308, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 2.000288248062134 }, { "episode": 4960, "epoch": 0.029718038130160215, "loss/policy_avg": 0.2119406759738922, "lr": 9.802530674846626e-06, "objective/entropy": 145.13497924804688, "objective/kl": 37.7593879699707, "objective/non_score_reward": -1.8879692554473877, "objective/rlhf_reward": -9.55187702178955, "objective/scores": -0.5, "policy/approxkl_avg": 189.22616577148438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.447265625, "step": 309, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9981553554534912 }, { "episode": 4976, "epoch": 0.029813902769289764, "loss/policy_avg": 0.3452683091163635, "lr": 9.801891615541923e-06, "objective/entropy": 311.71026611328125, "objective/kl": 26.775503158569336, "objective/non_score_reward": -1.3387750387191772, "objective/rlhf_reward": -5.3551002740859985, "objective/scores": 0.0, "policy/approxkl_avg": 134.57427978515625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.978515625, "step": 310, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.99644136428833 }, { "episode": 4992, "epoch": 0.029909767408419313, "loss/policy_avg": -0.21734583377838135, "lr": 9.80125255623722e-06, "objective/entropy": -49.33317184448242, "objective/kl": 24.155736923217773, "objective/non_score_reward": -1.2077867984771729, "objective/rlhf_reward": -4.8311474323272705, "objective/scores": 0.0, "policy/approxkl_avg": 31.801761627197266, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.59765625, "step": 311, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9999210834503174 }, { "episode": 5008, "epoch": 0.03000563204754886, "loss/policy_avg": -0.4189864993095398, "lr": 9.800613496932517e-06, "objective/entropy": 176.72503662109375, "objective/kl": 36.288841247558594, "objective/non_score_reward": -1.8144421577453613, "objective/rlhf_reward": -5.833936293323603, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 94.41351318359375, "policy/clipfrac_avg": 2.0, "policy/entropy_avg": 0.552734375, "step": 312, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.006214141845703 }, { "episode": 5024, "epoch": 0.03010149668667841, "loss/policy_avg": 0.5682752132415771, "lr": 9.799974437627812e-06, "objective/entropy": 71.7433090209961, "objective/kl": 31.988750457763672, "objective/non_score_reward": -1.5994374752044678, "objective/rlhf_reward": -8.397749900817871, "objective/scores": -0.5, "policy/approxkl_avg": 33.52442932128906, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.662109375, "step": 313, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9989948272705078 }, { "episode": 5040, "epoch": 0.03019736132580796, "loss/policy_avg": 0.5441787242889404, "lr": 9.799335378323109e-06, "objective/entropy": 214.158447265625, "objective/kl": 31.045618057250977, "objective/non_score_reward": -1.5522809028625488, "objective/rlhf_reward": -1.8091239094734188, "objective/scores": 1.1, "policy/approxkl_avg": 58.665191650390625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.876953125, "step": 314, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9988675117492676 }, { "episode": 5056, "epoch": 0.03029322596493751, "loss/policy_avg": 0.5254380702972412, "lr": 9.798696319018406e-06, "objective/entropy": -19.816749572753906, "objective/kl": 39.83454895019531, "objective/non_score_reward": -1.991727590560913, "objective/rlhf_reward": -5.043191228748533, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 79.64820861816406, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.6328125, "step": 315, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9973756074905396 }, { "episode": 5072, "epoch": 0.030389090604067057, "loss/policy_avg": 0.2726515531539917, "lr": 9.798057259713703e-06, "objective/entropy": -4.6614837646484375, "objective/kl": 35.06428527832031, "objective/non_score_reward": -1.7532143592834473, "objective/rlhf_reward": -9.012857437133789, "objective/scores": -0.5, "policy/approxkl_avg": 54.6142578125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.5234375, "step": 316, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9981968402862549 }, { "episode": 5088, "epoch": 0.030484955243196606, "loss/policy_avg": 0.26141488552093506, "lr": 9.797418200409e-06, "objective/entropy": 47.011985778808594, "objective/kl": 45.61205291748047, "objective/non_score_reward": -2.28060245513916, "objective/rlhf_reward": -11.12240982055664, "objective/scores": -0.5, "policy/approxkl_avg": 180.7010498046875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.634765625, "step": 317, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.997007131576538 }, { "episode": 5104, "epoch": 0.030580819882326155, "loss/policy_avg": 0.4122789800167084, "lr": 9.796779141104296e-06, "objective/entropy": 94.4898452758789, "objective/kl": 28.151004791259766, "objective/non_score_reward": -1.4075502157211304, "objective/rlhf_reward": -7.6302008628845215, "objective/scores": -0.5, "policy/approxkl_avg": 103.5096664428711, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.615234375, "step": 318, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9992344379425049 }, { "episode": 5120, "epoch": 0.030676684521455704, "loss/policy_avg": 0.0029612816870212555, "lr": 9.796140081799592e-06, "objective/entropy": 198.75570678710938, "objective/kl": 25.085525512695312, "objective/non_score_reward": -1.2542762756347656, "objective/rlhf_reward": -5.017104983329773, "objective/scores": 0.0, "policy/approxkl_avg": 120.64035034179688, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.84375, "step": 319, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9988009929656982 }, { "episode": 5136, "epoch": 0.030772549160585253, "loss/policy_avg": 0.3600286841392517, "lr": 9.795501022494888e-06, "objective/entropy": 42.533729553222656, "objective/kl": 28.457992553710938, "objective/non_score_reward": -1.422899603843689, "objective/rlhf_reward": -5.691598415374756, "objective/scores": 0.0, "policy/approxkl_avg": 73.802490234375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5234375, "step": 320, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9940855503082275 }, { "episode": 5152, "epoch": 0.030868413799714802, "loss/policy_avg": -0.13510574400424957, "lr": 9.794861963190185e-06, "objective/entropy": -5.396385192871094, "objective/kl": 22.229045867919922, "objective/non_score_reward": -1.111452341079712, "objective/rlhf_reward": -2.9952114923909754, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 45.65439987182617, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.70703125, "step": 321, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.999731183052063 }, { "episode": 5168, "epoch": 0.03096427843884435, "loss/policy_avg": -0.15009954571723938, "lr": 9.794222903885482e-06, "objective/entropy": -7.345497131347656, "objective/kl": 32.8961181640625, "objective/non_score_reward": -1.644805908203125, "objective/rlhf_reward": -8.5792236328125, "objective/scores": -0.5, "policy/approxkl_avg": 14.027180671691895, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.525390625, "step": 322, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.002540111541748 }, { "episode": 5184, "epoch": 0.0310601430779739, "loss/policy_avg": -0.0007271356880664825, "lr": 9.793583844580777e-06, "objective/entropy": 163.2379608154297, "objective/kl": 29.110525131225586, "objective/non_score_reward": -1.455526351928711, "objective/rlhf_reward": -5.822105169296265, "objective/scores": 0.0, "policy/approxkl_avg": 22.514135360717773, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4892578125, "step": 323, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.010396718978882 }, { "episode": 5200, "epoch": 0.03115600771710345, "loss/policy_avg": 0.19244720041751862, "lr": 9.792944785276074e-06, "objective/entropy": -23.184280395507812, "objective/kl": 28.509687423706055, "objective/non_score_reward": -1.4254844188690186, "objective/rlhf_reward": -1.3019374370574948, "objective/scores": 1.1, "policy/approxkl_avg": 88.21593475341797, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.734375, "step": 324, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9985356330871582 }, { "episode": 5216, "epoch": 0.031251872356233, "loss/policy_avg": 0.12977905571460724, "lr": 9.792305725971371e-06, "objective/entropy": 150.05477905273438, "objective/kl": 31.353958129882812, "objective/non_score_reward": -1.5676978826522827, "objective/rlhf_reward": -6.270791292190552, "objective/scores": 0.0, "policy/approxkl_avg": 17.6948184967041, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.474609375, "step": 325, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000549077987671 }, { "episode": 5232, "epoch": 0.03134773699536255, "loss/policy_avg": 1.3926464319229126, "lr": 9.791666666666666e-06, "objective/entropy": 145.20407104492188, "objective/kl": 43.132911682128906, "objective/non_score_reward": -2.1566455364227295, "objective/rlhf_reward": -10.626582145690918, "objective/scores": -0.5, "policy/approxkl_avg": 143.59188842773438, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.703125, "step": 326, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.001438617706299 }, { "episode": 5248, "epoch": 0.0314436016344921, "loss/policy_avg": -0.06288231909275055, "lr": 9.791027607361963e-06, "objective/entropy": -0.5038261413574219, "objective/kl": 29.548839569091797, "objective/non_score_reward": -1.4774420261383057, "objective/rlhf_reward": -4.584255132704897, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 33.57347869873047, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4208984375, "step": 327, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0011537075042725 }, { "episode": 5264, "epoch": 0.03153946627362165, "loss/policy_avg": 0.04387858510017395, "lr": 9.79038854805726e-06, "objective/entropy": 33.670188903808594, "objective/kl": 19.800825119018555, "objective/non_score_reward": -0.9900413751602173, "objective/rlhf_reward": -5.960165500640869, "objective/scores": -0.5, "policy/approxkl_avg": 31.26099967956543, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.640625, "step": 328, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9964679479599 }, { "episode": 5280, "epoch": 0.0316353309127512, "loss/policy_avg": 0.08830268681049347, "lr": 9.789749488752557e-06, "objective/entropy": 77.01775360107422, "objective/kl": 33.558563232421875, "objective/non_score_reward": -1.6779282093048096, "objective/rlhf_reward": -8.711712837219238, "objective/scores": -0.5, "policy/approxkl_avg": 3.013957977294922, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6796875, "step": 329, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998348593711853 }, { "episode": 5296, "epoch": 0.031731195551880746, "loss/policy_avg": 0.39634984731674194, "lr": 9.789110429447854e-06, "objective/entropy": -55.59328079223633, "objective/kl": 27.393354415893555, "objective/non_score_reward": -1.3696677684783936, "objective/rlhf_reward": -5.47867077589035, "objective/scores": 0.0, "policy/approxkl_avg": 17.402725219726562, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.525390625, "step": 330, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9996036291122437 }, { "episode": 5312, "epoch": 0.031827060191010295, "loss/policy_avg": 0.28659260272979736, "lr": 9.78847137014315e-06, "objective/entropy": -92.15465545654297, "objective/kl": 37.35984802246094, "objective/non_score_reward": -1.8679924011230469, "objective/rlhf_reward": -7.471969723701477, "objective/scores": 0.0, "policy/approxkl_avg": 128.93292236328125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.646484375, "step": 331, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 7, "val/ratio": 1.999650239944458 }, { "episode": 5328, "epoch": 0.031922924830139844, "loss/policy_avg": 0.04176933690905571, "lr": 9.787832310838446e-06, "objective/entropy": 134.93870544433594, "objective/kl": 36.91297149658203, "objective/non_score_reward": -1.8456485271453857, "objective/rlhf_reward": -9.38259506225586, "objective/scores": -0.5, "policy/approxkl_avg": 10.31844711303711, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.806640625, "step": 332, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9973440170288086 }, { "episode": 5344, "epoch": 0.03201878946926939, "loss/policy_avg": 0.12372894585132599, "lr": 9.787193251533743e-06, "objective/entropy": 71.03854370117188, "objective/kl": 31.68985366821289, "objective/non_score_reward": -1.5844929218292236, "objective/rlhf_reward": -8.337971687316895, "objective/scores": -0.5, "policy/approxkl_avg": 47.733943939208984, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.783203125, "step": 333, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.001028060913086 }, { "episode": 5360, "epoch": 0.03211465410839894, "loss/policy_avg": 0.2358803153038025, "lr": 9.78655419222904e-06, "objective/entropy": 115.29727172851562, "objective/kl": 28.339174270629883, "objective/non_score_reward": -1.4169588088989258, "objective/rlhf_reward": -7.667835235595703, "objective/scores": -0.5, "policy/approxkl_avg": 44.00404357910156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.80859375, "step": 334, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.99520742893219 }, { "episode": 5376, "epoch": 0.03221051874752849, "loss/policy_avg": 0.023874476552009583, "lr": 9.785915132924337e-06, "objective/entropy": -10.510528564453125, "objective/kl": 35.899017333984375, "objective/non_score_reward": -1.7949509620666504, "objective/rlhf_reward": -9.179803848266602, "objective/scores": -0.5, "policy/approxkl_avg": 134.71612548828125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.642578125, "step": 335, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9987369775772095 }, { "episode": 5392, "epoch": 0.03230638338665804, "loss/policy_avg": 0.2157980352640152, "lr": 9.785276073619633e-06, "objective/entropy": -117.77426147460938, "objective/kl": 36.19778060913086, "objective/non_score_reward": -1.8098891973495483, "objective/rlhf_reward": -7.239556908607483, "objective/scores": 0.0, "policy/approxkl_avg": 5.148270606994629, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.66015625, "step": 336, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9979586601257324 }, { "episode": 5408, "epoch": 0.03240224802578759, "loss/policy_avg": 0.5062718987464905, "lr": 9.784637014314929e-06, "objective/entropy": 2.911235809326172, "objective/kl": 29.895044326782227, "objective/non_score_reward": -1.494752287864685, "objective/rlhf_reward": -4.668328216275572, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 57.235164642333984, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58984375, "step": 337, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9989079236984253 }, { "episode": 5424, "epoch": 0.03249811266491714, "loss/policy_avg": 0.35139840841293335, "lr": 9.783997955010226e-06, "objective/entropy": 17.953224182128906, "objective/kl": 31.853174209594727, "objective/non_score_reward": -1.5926587581634521, "objective/rlhf_reward": -4.766515169207173, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 21.75585174560547, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.787109375, "step": 338, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 7, "val/ratio": 1.9962561130523682 }, { "episode": 5440, "epoch": 0.03259397730404669, "loss/policy_avg": 0.5215449333190918, "lr": 9.783358895705522e-06, "objective/entropy": -65.21415710449219, "objective/kl": 41.145973205566406, "objective/non_score_reward": -2.0572988986968994, "objective/rlhf_reward": -10.229194641113281, "objective/scores": -0.5, "policy/approxkl_avg": 80.21241760253906, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.75, "step": 339, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9977318048477173 }, { "episode": 5456, "epoch": 0.032689841943176236, "loss/policy_avg": 0.28369078040122986, "lr": 9.78271983640082e-06, "objective/entropy": 94.98407745361328, "objective/kl": 35.06120300292969, "objective/non_score_reward": -1.7530601024627686, "objective/rlhf_reward": -9.01224136352539, "objective/scores": -0.5, "policy/approxkl_avg": 24.02906036376953, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.587890625, "step": 340, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9989793300628662 }, { "episode": 5472, "epoch": 0.032785706582305785, "loss/policy_avg": 1.9119699001312256, "lr": 9.782080777096116e-06, "objective/entropy": 103.6617202758789, "objective/kl": 43.41075134277344, "objective/non_score_reward": -2.1705374717712402, "objective/rlhf_reward": -8.68215036392212, "objective/scores": 0.0, "policy/approxkl_avg": 27.09801483154297, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.548828125, "step": 341, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000924825668335 }, { "episode": 5488, "epoch": 0.032881571221435334, "loss/policy_avg": 0.5120334625244141, "lr": 9.781441717791413e-06, "objective/entropy": 167.12762451171875, "objective/kl": 35.880027770996094, "objective/non_score_reward": -1.7940013408660889, "objective/rlhf_reward": -9.176005363464355, "objective/scores": -0.5, "policy/approxkl_avg": 70.14405822753906, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.630859375, "step": 342, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0025668144226074 }, { "episode": 5504, "epoch": 0.03297743586056488, "loss/policy_avg": 0.015120374038815498, "lr": 9.780802658486708e-06, "objective/entropy": 205.39503479003906, "objective/kl": 41.50642395019531, "objective/non_score_reward": -2.0753211975097656, "objective/rlhf_reward": -8.301284790039062, "objective/scores": 0.0, "policy/approxkl_avg": 1.8751791715621948, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.7890625, "step": 343, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0046072006225586 }, { "episode": 5520, "epoch": 0.03307330049969443, "loss/policy_avg": 1.035445213317871, "lr": 9.780163599182005e-06, "objective/entropy": 91.37589263916016, "objective/kl": 35.44560241699219, "objective/non_score_reward": -1.7722800970077515, "objective/rlhf_reward": -5.638522367091522, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 18.435420989990234, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.65234375, "step": 344, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9999558925628662 }, { "episode": 5536, "epoch": 0.03316916513882398, "loss/policy_avg": 0.07220157980918884, "lr": 9.7795245398773e-06, "objective/entropy": 109.74974822998047, "objective/kl": 30.194711685180664, "objective/non_score_reward": -1.5097355842590332, "objective/rlhf_reward": -4.660340347377163, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 8.997635841369629, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.498046875, "step": 345, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9951503276824951 }, { "episode": 5552, "epoch": 0.03326502977795353, "loss/policy_avg": -0.0515998937189579, "lr": 9.778885480572597e-06, "objective/entropy": 139.16102600097656, "objective/kl": 23.493303298950195, "objective/non_score_reward": -1.1746652126312256, "objective/rlhf_reward": -4.698660850524902, "objective/scores": 0.0, "policy/approxkl_avg": 26.937942504882812, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.654296875, "step": 346, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000459909439087 }, { "episode": 5568, "epoch": 0.03336089441708308, "loss/policy_avg": 0.5854986906051636, "lr": 9.778246421267894e-06, "objective/entropy": -27.624618530273438, "objective/kl": 25.353118896484375, "objective/non_score_reward": -1.2676559686660767, "objective/rlhf_reward": -3.466503713194447, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 65.4859619140625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.57421875, "step": 347, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9998695850372314 }, { "episode": 5584, "epoch": 0.03345675905621263, "loss/policy_avg": 0.13264235854148865, "lr": 9.777607361963191e-06, "objective/entropy": 180.84451293945312, "objective/kl": 29.817018508911133, "objective/non_score_reward": -1.4908509254455566, "objective/rlhf_reward": -4.60415395471899, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 229.28366088867188, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.74609375, "step": 348, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9972574710845947 }, { "episode": 5600, "epoch": 0.033552623695342176, "loss/policy_avg": 0.0762765109539032, "lr": 9.776968302658488e-06, "objective/entropy": 60.79357147216797, "objective/kl": 42.37275314331055, "objective/non_score_reward": -2.1186375617980957, "objective/rlhf_reward": -10.474550247192383, "objective/scores": -0.5, "policy/approxkl_avg": 1.9780604839324951, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.595703125, "step": 349, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0007505416870117 }, { "episode": 5616, "epoch": 0.033648488334471725, "loss/policy_avg": 0.056807953864336014, "lr": 9.776329243353783e-06, "objective/entropy": 52.78253173828125, "objective/kl": 34.426055908203125, "objective/non_score_reward": -1.7213029861450195, "objective/rlhf_reward": -5.404259326870799, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 43.55577087402344, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.578125, "step": 350, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9966363906860352 }, { "episode": 5632, "epoch": 0.033744352973601274, "loss/policy_avg": -0.12831875681877136, "lr": 9.77569018404908e-06, "objective/entropy": 16.329566955566406, "objective/kl": 32.15143585205078, "objective/non_score_reward": -1.6075717210769653, "objective/rlhf_reward": -8.430286407470703, "objective/scores": -0.5, "policy/approxkl_avg": 75.677978515625, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.50390625, "step": 351, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998267412185669 }, { "episode": 5648, "epoch": 0.03384021761273082, "loss/policy_avg": 1.4532546997070312, "lr": 9.775051124744377e-06, "objective/entropy": 74.94012451171875, "objective/kl": 27.538991928100586, "objective/non_score_reward": -1.3769495487213135, "objective/rlhf_reward": -7.507798194885254, "objective/scores": -0.5, "policy/approxkl_avg": 37.15715026855469, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75, "step": 352, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0019326210021973 }, { "episode": 5664, "epoch": 0.03393608225186037, "loss/policy_avg": 0.18699043989181519, "lr": 9.774412065439674e-06, "objective/entropy": 154.23028564453125, "objective/kl": 26.423828125, "objective/non_score_reward": -1.3211913108825684, "objective/rlhf_reward": -7.284765243530273, "objective/scores": -0.5, "policy/approxkl_avg": 43.985931396484375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4609375, "step": 353, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.997018575668335 }, { "episode": 5680, "epoch": 0.03403194689098992, "loss/policy_avg": 0.4292873740196228, "lr": 9.77377300613497e-06, "objective/entropy": 69.04763793945312, "objective/kl": 29.13799285888672, "objective/non_score_reward": -1.456899642944336, "objective/rlhf_reward": -7.8275980949401855, "objective/scores": -0.5, "policy/approxkl_avg": 24.5076904296875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.681640625, "step": 354, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9984169006347656 }, { "episode": 5696, "epoch": 0.03412781153011947, "loss/policy_avg": 0.3388688564300537, "lr": 9.773133946830267e-06, "objective/entropy": 138.8565673828125, "objective/kl": 36.0447998046875, "objective/non_score_reward": -1.802240014076233, "objective/rlhf_reward": -7.208960175514221, "objective/scores": 0.0, "policy/approxkl_avg": 74.22533416748047, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.79296875, "step": 355, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9992218017578125 }, { "episode": 5712, "epoch": 0.03422367616924902, "loss/policy_avg": 0.12512633204460144, "lr": 9.772494887525563e-06, "objective/entropy": 74.25532531738281, "objective/kl": 22.747737884521484, "objective/non_score_reward": -1.1373867988586426, "objective/rlhf_reward": -6.54954719543457, "objective/scores": -0.5, "policy/approxkl_avg": 3.5538787841796875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.625, "step": 356, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998750925064087 }, { "episode": 5728, "epoch": 0.03431954080837857, "loss/policy_avg": 0.19646649062633514, "lr": 9.77185582822086e-06, "objective/entropy": 91.78384399414062, "objective/kl": 33.680171966552734, "objective/non_score_reward": -1.6840085983276367, "objective/rlhf_reward": -5.357431986419064, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 234.2763214111328, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.521484375, "step": 357, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.99714994430542 }, { "episode": 5744, "epoch": 0.03441540544750812, "loss/policy_avg": 0.1719483882188797, "lr": 9.771216768916156e-06, "objective/entropy": 15.523513793945312, "objective/kl": 30.582561492919922, "objective/non_score_reward": -1.529128074645996, "objective/rlhf_reward": -6.116512298583984, "objective/scores": 0.0, "policy/approxkl_avg": 51.08443832397461, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.408203125, "step": 358, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0013043880462646 }, { "episode": 5760, "epoch": 0.034511270086637666, "loss/policy_avg": 0.24180445075035095, "lr": 9.770577709611453e-06, "objective/entropy": 118.51576232910156, "objective/kl": 42.176387786865234, "objective/non_score_reward": -2.1088194847106934, "objective/rlhf_reward": -8.435277700424194, "objective/scores": 0.0, "policy/approxkl_avg": 118.47047424316406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.583984375, "step": 359, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.995426893234253 }, { "episode": 5776, "epoch": 0.034607134725767215, "loss/policy_avg": 0.43327879905700684, "lr": 9.76993865030675e-06, "objective/entropy": 136.4874267578125, "objective/kl": 45.31035232543945, "objective/non_score_reward": -2.2655177116394043, "objective/rlhf_reward": -9.062070846557617, "objective/scores": 0.0, "policy/approxkl_avg": 17.986034393310547, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.396484375, "step": 360, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9967424869537354 }, { "episode": 5792, "epoch": 0.034702999364896764, "loss/policy_avg": 0.19567860662937164, "lr": 9.769299591002045e-06, "objective/entropy": 42.139869689941406, "objective/kl": 34.16746520996094, "objective/non_score_reward": -1.7083733081817627, "objective/rlhf_reward": -6.83349347114563, "objective/scores": 0.0, "policy/approxkl_avg": 63.83492660522461, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6875, "step": 361, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9962726831436157 }, { "episode": 5808, "epoch": 0.03479886400402631, "loss/policy_avg": 0.22219505906105042, "lr": 9.768660531697342e-06, "objective/entropy": 58.672523498535156, "objective/kl": 36.7076416015625, "objective/non_score_reward": -1.8353819847106934, "objective/rlhf_reward": -5.825756037028965, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 122.09330749511719, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4423828125, "step": 362, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.996779441833496 }, { "episode": 5824, "epoch": 0.03489472864315586, "loss/policy_avg": 0.15133829414844513, "lr": 9.768021472392639e-06, "objective/entropy": 178.90162658691406, "objective/kl": 45.38115692138672, "objective/non_score_reward": -2.2690577507019043, "objective/rlhf_reward": -4.676230645179748, "objective/scores": 1.1, "policy/approxkl_avg": 104.61646270751953, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.529296875, "step": 363, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.996953010559082 }, { "episode": 5840, "epoch": 0.03499059328228541, "loss/policy_avg": -0.021383460611104965, "lr": 9.767382413087936e-06, "objective/entropy": -69.16898345947266, "objective/kl": 22.05933380126953, "objective/non_score_reward": -1.1029666662216187, "objective/rlhf_reward": -2.289160372988258, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 29.110021591186523, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.70703125, "step": 364, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.00262188911438 }, { "episode": 5856, "epoch": 0.03508645792141496, "loss/policy_avg": -0.04033146798610687, "lr": 9.766743353783233e-06, "objective/entropy": 141.72869873046875, "objective/kl": 44.84279251098633, "objective/non_score_reward": -2.2421395778656006, "objective/rlhf_reward": -10.968558311462402, "objective/scores": -0.5, "policy/approxkl_avg": 186.49794006347656, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.74609375, "step": 365, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999026894569397 }, { "episode": 5872, "epoch": 0.03518232256054451, "loss/policy_avg": 0.4079732298851013, "lr": 9.76610429447853e-06, "objective/entropy": 111.8157958984375, "objective/kl": 36.629844665527344, "objective/non_score_reward": -1.8314921855926514, "objective/rlhf_reward": -9.325968742370605, "objective/scores": -0.5, "policy/approxkl_avg": 5.762906551361084, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.751953125, "step": 366, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0008926391601562 }, { "episode": 5888, "epoch": 0.03527818719967406, "loss/policy_avg": 0.04947970062494278, "lr": 9.765465235173825e-06, "objective/entropy": 191.2625274658203, "objective/kl": 34.450801849365234, "objective/non_score_reward": -1.722540259361267, "objective/rlhf_reward": -6.890160799026489, "objective/scores": 0.0, "policy/approxkl_avg": 4.018008232116699, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.537109375, "step": 367, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001461982727051 }, { "episode": 5904, "epoch": 0.03537405183880361, "loss/policy_avg": 0.0687071904540062, "lr": 9.764826175869122e-06, "objective/entropy": 83.29997253417969, "objective/kl": 22.66602325439453, "objective/non_score_reward": -1.1333011388778687, "objective/rlhf_reward": -4.533204555511475, "objective/scores": 0.0, "policy/approxkl_avg": 1.5386806726455688, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.353515625, "step": 368, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9999902248382568 }, { "episode": 5920, "epoch": 0.035469916477933155, "loss/policy_avg": 0.2985497713088989, "lr": 9.764187116564417e-06, "objective/entropy": 139.81521606445312, "objective/kl": 24.542152404785156, "objective/non_score_reward": -1.2271076440811157, "objective/rlhf_reward": -4.908430516719818, "objective/scores": 0.0, "policy/approxkl_avg": 34.6478271484375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.41796875, "step": 369, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0018105506896973 }, { "episode": 5936, "epoch": 0.035565781117062704, "loss/policy_avg": 0.08180458098649979, "lr": 9.763548057259714e-06, "objective/entropy": -5.604040145874023, "objective/kl": 37.0791015625, "objective/non_score_reward": -1.8539552688598633, "objective/rlhf_reward": -5.859561531749323, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 2.4335670471191406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.580078125, "step": 370, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0005955696105957 }, { "episode": 5952, "epoch": 0.03566164575619225, "loss/policy_avg": 0.506417453289032, "lr": 9.76290899795501e-06, "objective/entropy": 35.1672248840332, "objective/kl": 32.360355377197266, "objective/non_score_reward": -1.618017554283142, "objective/rlhf_reward": -5.161389222344756, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 189.36500549316406, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.615234375, "step": 371, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977048635482788 }, { "episode": 5968, "epoch": 0.0357575103953218, "loss/policy_avg": 0.265750527381897, "lr": 9.762269938650308e-06, "objective/entropy": 194.55935668945312, "objective/kl": 37.323184967041016, "objective/non_score_reward": -1.866159200668335, "objective/rlhf_reward": -3.064636981487274, "objective/scores": 1.1, "policy/approxkl_avg": 69.688232421875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.625, "step": 372, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9976245164871216 }, { "episode": 5984, "epoch": 0.03585337503445135, "loss/policy_avg": 0.7971226572990417, "lr": 9.761630879345604e-06, "objective/entropy": 8.025199890136719, "objective/kl": 27.826885223388672, "objective/non_score_reward": -1.3913441896438599, "objective/rlhf_reward": -5.5653769969940186, "objective/scores": 0.0, "policy/approxkl_avg": 5.6349968910217285, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4296875, "step": 373, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0026164054870605 }, { "episode": 6000, "epoch": 0.03594923967358091, "loss/policy_avg": 0.40386438369750977, "lr": 9.7609918200409e-06, "objective/entropy": -74.85362243652344, "objective/kl": 34.3883056640625, "objective/non_score_reward": -1.7194151878356934, "objective/rlhf_reward": -6.8776609897613525, "objective/scores": 0.0, "policy/approxkl_avg": 34.913692474365234, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.646484375, "step": 374, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9994592666625977 }, { "episode": 6016, "epoch": 0.036045104312710456, "loss/policy_avg": 0.13621872663497925, "lr": 9.760352760736196e-06, "objective/entropy": 66.13349914550781, "objective/kl": 35.28841781616211, "objective/non_score_reward": -1.764420986175537, "objective/rlhf_reward": -5.324350611368815, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 29.487491607666016, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4521484375, "step": 375, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0004875659942627 }, { "episode": 6032, "epoch": 0.036140968951840005, "loss/policy_avg": 1.1029133796691895, "lr": 9.759713701431493e-06, "objective/entropy": 152.87005615234375, "objective/kl": 33.37676239013672, "objective/non_score_reward": -1.6688382625579834, "objective/rlhf_reward": -4.9420197168986, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 139.82919311523438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.80078125, "step": 376, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9985812902450562 }, { "episode": 6048, "epoch": 0.036236833590969554, "loss/policy_avg": 0.11807486414909363, "lr": 9.75907464212679e-06, "objective/entropy": 217.25425720214844, "objective/kl": 36.396339416503906, "objective/non_score_reward": -1.819817066192627, "objective/rlhf_reward": -9.279268264770508, "objective/scores": -0.5, "policy/approxkl_avg": 26.34674835205078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.626953125, "step": 377, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9962363243103027 }, { "episode": 6064, "epoch": 0.0363326982300991, "loss/policy_avg": 0.007799604907631874, "lr": 9.758435582822087e-06, "objective/entropy": 101.9019546508789, "objective/kl": 46.355655670166016, "objective/non_score_reward": -2.3177828788757324, "objective/rlhf_reward": -11.27113151550293, "objective/scores": -0.5, "policy/approxkl_avg": 68.56651306152344, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4853515625, "step": 378, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000476360321045 }, { "episode": 6080, "epoch": 0.03642856286922865, "loss/policy_avg": -0.08341000974178314, "lr": 9.757796523517384e-06, "objective/entropy": 89.2676010131836, "objective/kl": 46.89963912963867, "objective/non_score_reward": -2.3449819087982178, "objective/rlhf_reward": -9.37992775440216, "objective/scores": 0.0, "policy/approxkl_avg": 182.4227294921875, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.583984375, "step": 379, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0021252632141113 }, { "episode": 6096, "epoch": 0.0365244275083582, "loss/policy_avg": 0.34633713960647583, "lr": 9.75715746421268e-06, "objective/entropy": 111.65666198730469, "objective/kl": 32.17061233520508, "objective/non_score_reward": -1.6085307598114014, "objective/rlhf_reward": -6.434122920036316, "objective/scores": 0.0, "policy/approxkl_avg": 88.91949462890625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.568359375, "step": 380, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998034954071045 }, { "episode": 6112, "epoch": 0.03662029214748775, "loss/policy_avg": 0.4559730887413025, "lr": 9.756518404907976e-06, "objective/entropy": -2.1730079650878906, "objective/kl": 24.72875213623047, "objective/non_score_reward": -1.2364375591278076, "objective/rlhf_reward": -4.945750296115875, "objective/scores": 0.0, "policy/approxkl_avg": 28.68434715270996, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6171875, "step": 381, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0009069442749023 }, { "episode": 6128, "epoch": 0.0367161567866173, "loss/policy_avg": 0.255852073431015, "lr": 9.755879345603273e-06, "objective/entropy": 189.11827087402344, "objective/kl": 39.26380157470703, "objective/non_score_reward": -1.9631900787353516, "objective/rlhf_reward": -7.852760314941406, "objective/scores": 0.0, "policy/approxkl_avg": 43.19601821899414, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.603515625, "step": 382, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9998410940170288 }, { "episode": 6144, "epoch": 0.03681202142574685, "loss/policy_avg": 0.07754311710596085, "lr": 9.75524028629857e-06, "objective/entropy": 128.18150329589844, "objective/kl": 30.46546173095703, "objective/non_score_reward": -1.523273229598999, "objective/rlhf_reward": -4.431233172834502, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 10.884984970092773, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.466796875, "step": 383, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0032522678375244 }, { "episode": 6160, "epoch": 0.0369078860648764, "loss/policy_avg": 0.021326124668121338, "lr": 9.754601226993867e-06, "objective/entropy": 110.02630615234375, "objective/kl": 46.91279602050781, "objective/non_score_reward": -2.345640182495117, "objective/rlhf_reward": -11.382560729980469, "objective/scores": -0.5, "policy/approxkl_avg": 92.21537780761719, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4365234375, "step": 384, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9984705448150635 }, { "episode": 6176, "epoch": 0.037003750704005946, "loss/policy_avg": -0.04232418164610863, "lr": 9.753962167689162e-06, "objective/entropy": 150.83932495117188, "objective/kl": 36.70783996582031, "objective/non_score_reward": -1.8353919982910156, "objective/rlhf_reward": -7.341568350791931, "objective/scores": 0.0, "policy/approxkl_avg": 4.093977928161621, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4365234375, "step": 385, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.997746467590332 }, { "episode": 6192, "epoch": 0.037099615343135495, "loss/policy_avg": -0.19166389107704163, "lr": 9.753323108384459e-06, "objective/entropy": 171.91030883789062, "objective/kl": 34.13121032714844, "objective/non_score_reward": -1.7065606117248535, "objective/rlhf_reward": -8.826242446899414, "objective/scores": -0.5, "policy/approxkl_avg": 5.414439678192139, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.537109375, "step": 386, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.011042356491089 }, { "episode": 6208, "epoch": 0.037195479982265044, "loss/policy_avg": 0.1640317738056183, "lr": 9.752684049079756e-06, "objective/entropy": 48.400291442871094, "objective/kl": 50.87938690185547, "objective/non_score_reward": -2.54396915435791, "objective/rlhf_reward": -8.351048584255288, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 37.014671325683594, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5234375, "step": 387, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9981615543365479 }, { "episode": 6224, "epoch": 0.03729134462139459, "loss/policy_avg": 0.3416689932346344, "lr": 9.752044989775053e-06, "objective/entropy": 75.96147155761719, "objective/kl": 41.44689178466797, "objective/non_score_reward": -2.0723445415496826, "objective/rlhf_reward": -10.28937816619873, "objective/scores": -0.5, "policy/approxkl_avg": 87.05730438232422, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.62890625, "step": 388, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.997666358947754 }, { "episode": 6240, "epoch": 0.03738720926052414, "loss/policy_avg": 0.43460220098495483, "lr": 9.751405930470348e-06, "objective/entropy": 77.63334655761719, "objective/kl": 35.82466125488281, "objective/non_score_reward": -1.7912328243255615, "objective/rlhf_reward": -5.805681669448299, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 26.701194763183594, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.3876953125, "step": 389, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001871109008789 }, { "episode": 6256, "epoch": 0.03748307389965369, "loss/policy_avg": -0.16133618354797363, "lr": 9.750766871165645e-06, "objective/entropy": 118.75211334228516, "objective/kl": 38.7314453125, "objective/non_score_reward": -1.9365723133087158, "objective/rlhf_reward": -9.746289253234863, "objective/scores": -0.5, "policy/approxkl_avg": 171.99203491210938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3916015625, "step": 390, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9972796440124512 }, { "episode": 6272, "epoch": 0.03757893853878324, "loss/policy_avg": 0.3922348618507385, "lr": 9.750127811860941e-06, "objective/entropy": 102.3033447265625, "objective/kl": 32.2958869934082, "objective/non_score_reward": -1.6147942543029785, "objective/rlhf_reward": -8.459177017211914, "objective/scores": -0.5, "policy/approxkl_avg": 48.286659240722656, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.796875, "step": 391, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9978159666061401 }, { "episode": 6288, "epoch": 0.03767480317791279, "loss/policy_avg": 0.17723676562309265, "lr": 9.749488752556238e-06, "objective/entropy": 22.37232208251953, "objective/kl": 27.597850799560547, "objective/non_score_reward": -1.3798925876617432, "objective/rlhf_reward": -5.519570171833038, "objective/scores": 0.0, "policy/approxkl_avg": 56.990116119384766, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4443359375, "step": 392, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9986002445220947 }, { "episode": 6304, "epoch": 0.03777066781704234, "loss/policy_avg": 0.7708048820495605, "lr": 9.748849693251534e-06, "objective/entropy": 177.01199340820312, "objective/kl": 42.79792404174805, "objective/non_score_reward": -2.1398961544036865, "objective/rlhf_reward": -4.159584856033325, "objective/scores": 1.1, "policy/approxkl_avg": 3.181797504425049, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.693359375, "step": 393, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0018231868743896 }, { "episode": 6320, "epoch": 0.037866532456171886, "loss/policy_avg": 0.34089791774749756, "lr": 9.74821063394683e-06, "objective/entropy": 140.12313842773438, "objective/kl": 46.36503219604492, "objective/non_score_reward": -2.318251609802246, "objective/rlhf_reward": -7.894404628363949, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 204.4562225341797, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.412109375, "step": 394, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0007781982421875 }, { "episode": 6336, "epoch": 0.037962397095301435, "loss/policy_avg": 0.16855208575725555, "lr": 9.747571574642127e-06, "objective/entropy": 142.73866271972656, "objective/kl": 39.905517578125, "objective/non_score_reward": -1.9952759742736816, "objective/rlhf_reward": -9.981103897094727, "objective/scores": -0.5, "policy/approxkl_avg": 18.86113739013672, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4619140625, "step": 395, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9989800453186035 }, { "episode": 6352, "epoch": 0.038058261734430984, "loss/policy_avg": -0.01784345507621765, "lr": 9.746932515337424e-06, "objective/entropy": 206.17181396484375, "objective/kl": 50.423553466796875, "objective/non_score_reward": -2.5211775302886963, "objective/rlhf_reward": -12.084710121154785, "objective/scores": -0.5, "policy/approxkl_avg": 78.37747192382812, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.64453125, "step": 396, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0067272186279297 }, { "episode": 6368, "epoch": 0.03815412637356053, "loss/policy_avg": -0.05958561599254608, "lr": 9.746293456032721e-06, "objective/entropy": 76.2546157836914, "objective/kl": 21.187191009521484, "objective/non_score_reward": -1.0593595504760742, "objective/rlhf_reward": -2.5041048685709635, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 19.284114837646484, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.666015625, "step": 397, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0066661834716797 }, { "episode": 6384, "epoch": 0.03824999101269008, "loss/policy_avg": -0.023946866393089294, "lr": 9.745654396728016e-06, "objective/entropy": 62.24019241333008, "objective/kl": 30.506431579589844, "objective/non_score_reward": -1.5253217220306396, "objective/rlhf_reward": -8.101286888122559, "objective/scores": -0.5, "policy/approxkl_avg": 56.33515930175781, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.609375, "step": 398, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000063180923462 }, { "episode": 6400, "epoch": 0.03834585565181963, "loss/policy_avg": -0.22125929594039917, "lr": 9.745015337423313e-06, "objective/entropy": 106.82333374023438, "objective/kl": 38.80064392089844, "objective/non_score_reward": -1.9400321245193481, "objective/rlhf_reward": -9.76012897491455, "objective/scores": -0.5, "policy/approxkl_avg": 26.642780303955078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.662109375, "step": 399, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9998152256011963 }, { "episode": 6416, "epoch": 0.03844172029094918, "loss/policy_avg": 1.0083184242248535, "lr": 9.74437627811861e-06, "objective/entropy": -8.957130432128906, "objective/kl": 45.45331573486328, "objective/non_score_reward": -2.2726659774780273, "objective/rlhf_reward": -9.09066355228424, "objective/scores": 0.0, "policy/approxkl_avg": 336.0928955078125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.453125, "step": 400, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9965978860855103 }, { "episode": 6432, "epoch": 0.03853758493007873, "loss/policy_avg": 0.06534097343683243, "lr": 9.743737218813907e-06, "objective/entropy": 43.69670486450195, "objective/kl": 37.32368469238281, "objective/non_score_reward": -1.866184115409851, "objective/rlhf_reward": -9.464736938476562, "objective/scores": -0.5, "policy/approxkl_avg": 30.217670440673828, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.578125, "step": 401, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000572443008423 }, { "episode": 6448, "epoch": 0.03863344956920828, "loss/policy_avg": 0.21769657731056213, "lr": 9.743098159509204e-06, "objective/entropy": 117.73030090332031, "objective/kl": 35.21237564086914, "objective/non_score_reward": -1.7606186866760254, "objective/rlhf_reward": -9.042474746704102, "objective/scores": -0.5, "policy/approxkl_avg": 106.69755554199219, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5625, "step": 402, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000271797180176 }, { "episode": 6464, "epoch": 0.03872931420833783, "loss/policy_avg": 0.2948653995990753, "lr": 9.7424591002045e-06, "objective/entropy": 122.77405548095703, "objective/kl": 32.650047302246094, "objective/non_score_reward": -1.6325020790100098, "objective/rlhf_reward": -5.204495821028871, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 234.55484008789062, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.37890625, "step": 403, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999098539352417 }, { "episode": 6480, "epoch": 0.038825178847467376, "loss/policy_avg": 0.051352113485336304, "lr": 9.741820040899796e-06, "objective/entropy": -68.59423065185547, "objective/kl": 38.657508850097656, "objective/non_score_reward": -1.932875633239746, "objective/rlhf_reward": -9.731502532958984, "objective/scores": -0.5, "policy/approxkl_avg": 14.453775405883789, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 404, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9975395202636719 }, { "episode": 6496, "epoch": 0.038921043486596925, "loss/policy_avg": 0.16383764147758484, "lr": 9.741180981595093e-06, "objective/entropy": 180.20687866210938, "objective/kl": 46.885032653808594, "objective/non_score_reward": -2.3442516326904297, "objective/rlhf_reward": -11.377006530761719, "objective/scores": -0.5, "policy/approxkl_avg": 36.65456008911133, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.890625, "step": 405, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9967621564865112 }, { "episode": 6512, "epoch": 0.039016908125726474, "loss/policy_avg": 0.13604994118213654, "lr": 9.74054192229039e-06, "objective/entropy": 3.9914321899414062, "objective/kl": 40.065860748291016, "objective/non_score_reward": -2.003293037414551, "objective/rlhf_reward": -10.013172149658203, "objective/scores": -0.5, "policy/approxkl_avg": 10.099180221557617, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.505859375, "step": 406, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998462200164795 }, { "episode": 6528, "epoch": 0.03911277276485602, "loss/policy_avg": 0.3104326128959656, "lr": 9.739902862985686e-06, "objective/entropy": 70.04134368896484, "objective/kl": 36.113067626953125, "objective/non_score_reward": -1.8056533336639404, "objective/rlhf_reward": -5.880977442770629, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 103.19497680664062, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.611328125, "step": 407, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9986114501953125 }, { "episode": 6544, "epoch": 0.03920863740398557, "loss/policy_avg": 8.922710418701172, "lr": 9.739263803680983e-06, "objective/entropy": 75.4478759765625, "objective/kl": 50.82036209106445, "objective/non_score_reward": -2.541018009185791, "objective/rlhf_reward": -10.164072275161743, "objective/scores": 0.0, "policy/approxkl_avg": 78.79092407226562, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.591796875, "step": 408, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9998524188995361 }, { "episode": 6560, "epoch": 0.03930450204311512, "loss/policy_avg": 0.2832748293876648, "lr": 9.73862474437628e-06, "objective/entropy": 109.94105529785156, "objective/kl": 39.018890380859375, "objective/non_score_reward": -1.9509445428848267, "objective/rlhf_reward": -9.803777694702148, "objective/scores": -0.5, "policy/approxkl_avg": 85.17427062988281, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3232421875, "step": 409, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999758005142212 }, { "episode": 6576, "epoch": 0.03940036668224467, "loss/policy_avg": 1.1405491828918457, "lr": 9.737985685071575e-06, "objective/entropy": 178.7044677734375, "objective/kl": 34.637672424316406, "objective/non_score_reward": -1.7318837642669678, "objective/rlhf_reward": -8.927535057067871, "objective/scores": -0.5, "policy/approxkl_avg": 29.027103424072266, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.650390625, "step": 410, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000344753265381 }, { "episode": 6592, "epoch": 0.03949623132137422, "loss/policy_avg": -0.1532156616449356, "lr": 9.737346625766872e-06, "objective/entropy": 82.60413360595703, "objective/kl": 30.524627685546875, "objective/non_score_reward": -1.5262314081192017, "objective/rlhf_reward": -6.104925632476807, "objective/scores": 0.0, "policy/approxkl_avg": 10.448099136352539, "policy/clipfrac_avg": 2.0, "policy/entropy_avg": 0.494140625, "step": 411, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0018105506896973 }, { "episode": 6608, "epoch": 0.03959209596050377, "loss/policy_avg": 0.17056474089622498, "lr": 9.736707566462167e-06, "objective/entropy": 157.149658203125, "objective/kl": 33.411128997802734, "objective/non_score_reward": -1.6705564260482788, "objective/rlhf_reward": -6.682225704193115, "objective/scores": 0.0, "policy/approxkl_avg": 184.52642822265625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.72265625, "step": 412, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977160692214966 }, { "episode": 6624, "epoch": 0.039687960599633317, "loss/policy_avg": 0.25223565101623535, "lr": 9.736068507157464e-06, "objective/entropy": 48.83440017700195, "objective/kl": 31.99204444885254, "objective/non_score_reward": -1.599602222442627, "objective/rlhf_reward": -8.398408889770508, "objective/scores": -0.5, "policy/approxkl_avg": 53.256534576416016, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3837890625, "step": 413, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977399110794067 }, { "episode": 6640, "epoch": 0.039783825238762865, "loss/policy_avg": 0.1266993284225464, "lr": 9.735429447852761e-06, "objective/entropy": 159.01785278320312, "objective/kl": 31.140743255615234, "objective/non_score_reward": -1.5570372343063354, "objective/rlhf_reward": -6.228149056434631, "objective/scores": 0.0, "policy/approxkl_avg": 101.76364135742188, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4931640625, "step": 414, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9946467876434326 }, { "episode": 6656, "epoch": 0.039879689877892414, "loss/policy_avg": 0.22998680174350739, "lr": 9.734790388548058e-06, "objective/entropy": 46.99758529663086, "objective/kl": 35.97903823852539, "objective/non_score_reward": -1.7989518642425537, "objective/rlhf_reward": -9.195807456970215, "objective/scores": -0.5, "policy/approxkl_avg": 68.40435791015625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.59375, "step": 415, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0022130012512207 }, { "episode": 6672, "epoch": 0.03997555451702196, "loss/policy_avg": 0.1837829202413559, "lr": 9.734151329243355e-06, "objective/entropy": 249.3802490234375, "objective/kl": 43.223350524902344, "objective/non_score_reward": -2.1611673831939697, "objective/rlhf_reward": -8.644670009613037, "objective/scores": 0.0, "policy/approxkl_avg": 47.855064392089844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.78125, "step": 416, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9992127418518066 }, { "episode": 6688, "epoch": 0.04007141915615151, "loss/policy_avg": 0.035887204110622406, "lr": 9.73351226993865e-06, "objective/entropy": 136.988525390625, "objective/kl": 28.082172393798828, "objective/non_score_reward": -1.4041086435317993, "objective/rlhf_reward": -5.616434454917908, "objective/scores": 0.0, "policy/approxkl_avg": 85.44422912597656, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4560546875, "step": 417, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0017051696777344 }, { "episode": 6704, "epoch": 0.04016728379528106, "loss/policy_avg": 0.5762748718261719, "lr": 9.732873210633947e-06, "objective/entropy": 253.0686798095703, "objective/kl": 40.425331115722656, "objective/non_score_reward": -2.021266460418701, "objective/rlhf_reward": -10.085065841674805, "objective/scores": -0.5, "policy/approxkl_avg": 64.24309539794922, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.783203125, "step": 418, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9996999502182007 }, { "episode": 6720, "epoch": 0.04026314843441061, "loss/policy_avg": 0.2653573751449585, "lr": 9.732234151329244e-06, "objective/entropy": 185.62173461914062, "objective/kl": 48.3837890625, "objective/non_score_reward": -2.419189453125, "objective/rlhf_reward": -11.6767578125, "objective/scores": -0.5, "policy/approxkl_avg": 84.46121215820312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6484375, "step": 419, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0015792846679688 }, { "episode": 6736, "epoch": 0.04035901307354016, "loss/policy_avg": 0.45824360847473145, "lr": 9.73159509202454e-06, "objective/entropy": 189.05142211914062, "objective/kl": 40.93785858154297, "objective/non_score_reward": -2.0468931198120117, "objective/rlhf_reward": -8.187572240829468, "objective/scores": 0.0, "policy/approxkl_avg": 365.19354248046875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.607421875, "step": 420, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9960243701934814 }, { "episode": 6752, "epoch": 0.04045487771266971, "loss/policy_avg": -0.011572149582207203, "lr": 9.730956032719838e-06, "objective/entropy": 157.015625, "objective/kl": 40.52888488769531, "objective/non_score_reward": -2.026444435119629, "objective/rlhf_reward": -8.105777025222778, "objective/scores": 0.0, "policy/approxkl_avg": 36.79645538330078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4921875, "step": 421, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.00020170211792 }, { "episode": 6768, "epoch": 0.04055074235179926, "loss/policy_avg": 0.09691079705953598, "lr": 9.730316973415135e-06, "objective/entropy": 169.43841552734375, "objective/kl": 38.485565185546875, "objective/non_score_reward": -1.9242782592773438, "objective/rlhf_reward": -7.697112798690796, "objective/scores": 0.0, "policy/approxkl_avg": 44.24542236328125, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.5, "step": 422, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0003914833068848 }, { "episode": 6784, "epoch": 0.040646606990928806, "loss/policy_avg": 0.34911060333251953, "lr": 9.72967791411043e-06, "objective/entropy": 208.74990844726562, "objective/kl": 37.376976013183594, "objective/non_score_reward": -1.8688490390777588, "objective/rlhf_reward": -6.11614605161993, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 94.55046844482422, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.607421875, "step": 423, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0001683235168457 }, { "episode": 6800, "epoch": 0.040742471630058355, "loss/policy_avg": 0.04235881194472313, "lr": 9.729038854805727e-06, "objective/entropy": -29.72011947631836, "objective/kl": 40.81784439086914, "objective/non_score_reward": -2.0408921241760254, "objective/rlhf_reward": -6.33874034431846, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 160.66685485839844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.68359375, "step": 424, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9954640865325928 }, { "episode": 6816, "epoch": 0.040838336269187904, "loss/policy_avg": 0.24281972646713257, "lr": 9.728399795501023e-06, "objective/entropy": 191.4829559326172, "objective/kl": 36.464630126953125, "objective/non_score_reward": -1.8232316970825195, "objective/rlhf_reward": -5.688806984488087, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 22.607797622680664, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.64453125, "step": 425, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9987616539001465 }, { "episode": 6832, "epoch": 0.04093420090831745, "loss/policy_avg": 0.28001827001571655, "lr": 9.72776073619632e-06, "objective/entropy": 165.8070526123047, "objective/kl": 41.63663864135742, "objective/non_score_reward": -2.081831932067871, "objective/rlhf_reward": -8.327327966690063, "objective/scores": 0.0, "policy/approxkl_avg": 62.481040954589844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6953125, "step": 426, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9999871253967285 }, { "episode": 6848, "epoch": 0.041030065547447, "loss/policy_avg": 0.2623136341571808, "lr": 9.727121676891617e-06, "objective/entropy": 93.63900756835938, "objective/kl": 23.993732452392578, "objective/non_score_reward": -1.1996865272521973, "objective/rlhf_reward": -3.28297432640427, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 19.302370071411133, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.591796875, "step": 427, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0000486373901367 }, { "episode": 6864, "epoch": 0.04112593018657655, "loss/policy_avg": 0.2426406443119049, "lr": 9.726482617586912e-06, "objective/entropy": 113.51960754394531, "objective/kl": 37.362518310546875, "objective/non_score_reward": -1.8681257963180542, "objective/rlhf_reward": -9.472503662109375, "objective/scores": -0.5, "policy/approxkl_avg": 50.487884521484375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.361328125, "step": 428, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9970954656600952 }, { "episode": 6880, "epoch": 0.0412217948257061, "loss/policy_avg": 0.8704113960266113, "lr": 9.72584355828221e-06, "objective/entropy": 95.84138488769531, "objective/kl": 36.00267028808594, "objective/non_score_reward": -1.800133466720581, "objective/rlhf_reward": -5.37570517805488, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 108.54400634765625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.65625, "step": 429, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9939507246017456 }, { "episode": 6896, "epoch": 0.04131765946483565, "loss/policy_avg": 0.4814898669719696, "lr": 9.725204498977506e-06, "objective/entropy": 225.97140502929688, "objective/kl": 44.52623748779297, "objective/non_score_reward": -2.2263121604919434, "objective/rlhf_reward": -7.348988621440485, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 30.636560440063477, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6640625, "step": 430, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9988288879394531 }, { "episode": 6912, "epoch": 0.0414135241039652, "loss/policy_avg": -0.3788025379180908, "lr": 9.724565439672803e-06, "objective/entropy": 173.88014221191406, "objective/kl": 57.236175537109375, "objective/non_score_reward": -2.8618087768554688, "objective/rlhf_reward": -13.447235107421875, "objective/scores": -0.5, "policy/approxkl_avg": 28.293506622314453, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.552734375, "step": 431, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000931739807129 }, { "episode": 6928, "epoch": 0.041509388743094754, "loss/policy_avg": 0.2732902765274048, "lr": 9.7239263803681e-06, "objective/entropy": 109.51008605957031, "objective/kl": 37.86288833618164, "objective/non_score_reward": -1.8931443691253662, "objective/rlhf_reward": -5.449871124998603, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 80.19667053222656, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.328125, "step": 432, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9976387023925781 }, { "episode": 6944, "epoch": 0.0416052533822243, "loss/policy_avg": 0.27860450744628906, "lr": 9.723287321063397e-06, "objective/entropy": 36.931854248046875, "objective/kl": 32.6243896484375, "objective/non_score_reward": -1.6312193870544434, "objective/rlhf_reward": -8.524877548217773, "objective/scores": -0.5, "policy/approxkl_avg": 26.86789894104004, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.517578125, "step": 433, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9978294372558594 }, { "episode": 6960, "epoch": 0.04170111802135385, "loss/policy_avg": 0.5596253275871277, "lr": 9.722648261758692e-06, "objective/entropy": 199.27142333984375, "objective/kl": 44.00600051879883, "objective/non_score_reward": -2.2003002166748047, "objective/rlhf_reward": -7.350602249713287, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 53.96643829345703, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.580078125, "step": 434, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001927614212036 }, { "episode": 6976, "epoch": 0.0417969826604834, "loss/policy_avg": 0.7040017247200012, "lr": 9.722009202453989e-06, "objective/entropy": 170.60586547851562, "objective/kl": 41.97274398803711, "objective/non_score_reward": -2.098637104034424, "objective/rlhf_reward": -5.470829759479734, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 91.50270080566406, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.546875, "step": 435, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999673843383789 }, { "episode": 6992, "epoch": 0.04189284729961295, "loss/policy_avg": 0.3991093337535858, "lr": 9.721370143149284e-06, "objective/entropy": 180.92874145507812, "objective/kl": 38.3790283203125, "objective/non_score_reward": -1.9189512729644775, "objective/rlhf_reward": -5.942471877733866, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 3.5480709075927734, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.55078125, "step": 436, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001030683517456 }, { "episode": 7008, "epoch": 0.0419887119387425, "loss/policy_avg": 0.2966272234916687, "lr": 9.720731083844581e-06, "objective/entropy": 142.98663330078125, "objective/kl": 30.8831729888916, "objective/non_score_reward": -1.5441588163375854, "objective/rlhf_reward": -1.776635146141052, "objective/scores": 1.1, "policy/approxkl_avg": 19.243196487426758, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4873046875, "step": 437, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0003151893615723 }, { "episode": 7024, "epoch": 0.04208457657787205, "loss/policy_avg": 0.22927549481391907, "lr": 9.720092024539878e-06, "objective/entropy": -2.2561073303222656, "objective/kl": 46.941993713378906, "objective/non_score_reward": -2.347099781036377, "objective/rlhf_reward": -7.784278903071003, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 284.0980224609375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.40625, "step": 438, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9965739250183105 }, { "episode": 7040, "epoch": 0.042180441217001596, "loss/policy_avg": -0.37906330823898315, "lr": 9.719452965235175e-06, "objective/entropy": 190.4355010986328, "objective/kl": 46.711570739746094, "objective/non_score_reward": -2.3355789184570312, "objective/rlhf_reward": -6.942314958572387, "objective/scores": 0.6, "policy/approxkl_avg": 124.1642074584961, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.59765625, "step": 439, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0039045810699463 }, { "episode": 7056, "epoch": 0.042276305856131145, "loss/policy_avg": 0.2566912770271301, "lr": 9.718813905930472e-06, "objective/entropy": 125.67393493652344, "objective/kl": 41.860557556152344, "objective/non_score_reward": -2.0930278301239014, "objective/rlhf_reward": -8.372111141681671, "objective/scores": 0.0, "policy/approxkl_avg": 13.688385009765625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3818359375, "step": 440, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9996503591537476 }, { "episode": 7072, "epoch": 0.042372170495260694, "loss/policy_avg": 0.8826879262924194, "lr": 9.718174846625767e-06, "objective/entropy": 151.81240844726562, "objective/kl": 46.84815979003906, "objective/non_score_reward": -2.342407703399658, "objective/rlhf_reward": -9.369631052017212, "objective/scores": 0.0, "policy/approxkl_avg": 268.04595947265625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.646484375, "step": 441, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9988102912902832 }, { "episode": 7088, "epoch": 0.04246803513439024, "loss/policy_avg": -0.02791355550289154, "lr": 9.717535787321064e-06, "objective/entropy": 51.914703369140625, "objective/kl": 49.47495651245117, "objective/non_score_reward": -2.473747968673706, "objective/rlhf_reward": -11.894991874694824, "objective/scores": -0.5, "policy/approxkl_avg": 68.78294372558594, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.552734375, "step": 442, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.00296950340271 }, { "episode": 7104, "epoch": 0.04256389977351979, "loss/policy_avg": 0.2161749303340912, "lr": 9.71689672801636e-06, "objective/entropy": 155.6175079345703, "objective/kl": 33.92812728881836, "objective/non_score_reward": -1.696406364440918, "objective/rlhf_reward": -5.229366033282831, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 162.97238159179688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.474609375, "step": 443, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9964041709899902 }, { "episode": 7120, "epoch": 0.04265976441264934, "loss/policy_avg": 1.1079907417297363, "lr": 9.716257668711657e-06, "objective/entropy": 228.69253540039062, "objective/kl": 41.69932556152344, "objective/non_score_reward": -2.0849664211273193, "objective/rlhf_reward": -10.339865684509277, "objective/scores": -0.5, "policy/approxkl_avg": 299.07171630859375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.689453125, "step": 444, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000746726989746 }, { "episode": 7136, "epoch": 0.04275562905177889, "loss/policy_avg": -0.18060393631458282, "lr": 9.715618609406954e-06, "objective/entropy": 116.65229034423828, "objective/kl": 30.7730712890625, "objective/non_score_reward": -1.5386537313461304, "objective/rlhf_reward": -4.843933692178131, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 3.5278494358062744, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.6953125, "step": 445, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0028085708618164 }, { "episode": 7152, "epoch": 0.04285149369090844, "loss/policy_avg": 0.06034235656261444, "lr": 9.714979550102251e-06, "objective/entropy": 83.11370849609375, "objective/kl": 48.45117950439453, "objective/non_score_reward": -2.4225587844848633, "objective/rlhf_reward": -11.690235137939453, "objective/scores": -0.5, "policy/approxkl_avg": 19.12924575805664, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.619140625, "step": 446, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9970791339874268 }, { "episode": 7168, "epoch": 0.04294735833003799, "loss/policy_avg": 2.49505352973938, "lr": 9.714340490797546e-06, "objective/entropy": -52.68606185913086, "objective/kl": 40.133392333984375, "objective/non_score_reward": -2.006669521331787, "objective/rlhf_reward": -8.026678442955017, "objective/scores": 0.0, "policy/approxkl_avg": 8.131301879882812, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.462890625, "step": 447, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0003855228424072 }, { "episode": 7184, "epoch": 0.04304322296916754, "loss/policy_avg": 0.5659292936325073, "lr": 9.713701431492843e-06, "objective/entropy": 182.43234252929688, "objective/kl": 42.25321578979492, "objective/non_score_reward": -2.1126608848571777, "objective/rlhf_reward": -10.450643539428711, "objective/scores": -0.5, "policy/approxkl_avg": 101.77164459228516, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.560546875, "step": 448, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9980123043060303 }, { "episode": 7200, "epoch": 0.043139087608297086, "loss/policy_avg": 0.0843241959810257, "lr": 9.71306237218814e-06, "objective/entropy": 245.69744873046875, "objective/kl": 29.222219467163086, "objective/non_score_reward": -1.4611108303070068, "objective/rlhf_reward": -5.844443321228027, "objective/scores": 0.0, "policy/approxkl_avg": 54.68086242675781, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.744140625, "step": 449, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9981093406677246 }, { "episode": 7216, "epoch": 0.043234952247426635, "loss/policy_avg": 0.09573544561862946, "lr": 9.712423312883437e-06, "objective/entropy": 93.39710998535156, "objective/kl": 36.68029022216797, "objective/non_score_reward": -1.8340145349502563, "objective/rlhf_reward": -5.511229510578226, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 11.1849365234375, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.2919921875, "step": 450, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0029678344726562 }, { "episode": 7232, "epoch": 0.043330816886556184, "loss/policy_avg": 0.7713199853897095, "lr": 9.711784253578734e-06, "objective/entropy": 172.16571044921875, "objective/kl": 45.20444107055664, "objective/non_score_reward": -2.2602221965789795, "objective/rlhf_reward": -7.662286260215145, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 202.79624938964844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.546875, "step": 451, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0003104209899902 }, { "episode": 7248, "epoch": 0.04342668152568573, "loss/policy_avg": 0.33446595072746277, "lr": 9.711145194274029e-06, "objective/entropy": 200.54441833496094, "objective/kl": 43.61439514160156, "objective/non_score_reward": -2.1807198524475098, "objective/rlhf_reward": -8.72287917137146, "objective/scores": 0.0, "policy/approxkl_avg": 175.7442626953125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.60546875, "step": 452, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.998628854751587 }, { "episode": 7264, "epoch": 0.04352254616481528, "loss/policy_avg": 0.38772690296173096, "lr": 9.710506134969326e-06, "objective/entropy": 41.2994384765625, "objective/kl": 44.39094543457031, "objective/non_score_reward": -2.2195472717285156, "objective/rlhf_reward": -10.878189086914062, "objective/scores": -0.5, "policy/approxkl_avg": 134.41238403320312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.544921875, "step": 453, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9978395700454712 }, { "episode": 7280, "epoch": 0.04361841080394483, "loss/policy_avg": 0.6301360130310059, "lr": 9.709867075664623e-06, "objective/entropy": 107.89152526855469, "objective/kl": 38.03111267089844, "objective/non_score_reward": -1.9015557765960693, "objective/rlhf_reward": -9.606223106384277, "objective/scores": -0.5, "policy/approxkl_avg": 58.21129608154297, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.54296875, "step": 454, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977179765701294 }, { "episode": 7296, "epoch": 0.04371427544307438, "loss/policy_avg": -0.06993488222360611, "lr": 9.70922801635992e-06, "objective/entropy": 212.8966827392578, "objective/kl": 27.732505798339844, "objective/non_score_reward": -1.3866255283355713, "objective/rlhf_reward": -7.546501636505127, "objective/scores": -0.5, "policy/approxkl_avg": 1.7735340595245361, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6328125, "step": 455, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.002204179763794 }, { "episode": 7312, "epoch": 0.04381014008220393, "loss/policy_avg": 1.5585349798202515, "lr": 9.708588957055215e-06, "objective/entropy": 8.907943725585938, "objective/kl": 46.3431510925293, "objective/non_score_reward": -2.317157506942749, "objective/rlhf_reward": -9.268629848957062, "objective/scores": 0.0, "policy/approxkl_avg": 82.92784118652344, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4375, "step": 456, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991109371185303 }, { "episode": 7328, "epoch": 0.04390600472133348, "loss/policy_avg": 0.46995729207992554, "lr": 9.707949897750512e-06, "objective/entropy": 2.804157257080078, "objective/kl": 24.88430404663086, "objective/non_score_reward": -1.2442151308059692, "objective/rlhf_reward": -2.8541544101395946, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 16.516504287719727, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.615234375, "step": 457, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9996424913406372 }, { "episode": 7344, "epoch": 0.044001869360463026, "loss/policy_avg": 1.0241265296936035, "lr": 9.707310838445809e-06, "objective/entropy": 261.0165100097656, "objective/kl": 39.613746643066406, "objective/non_score_reward": -1.9806873798370361, "objective/rlhf_reward": -7.922749698162079, "objective/scores": 0.0, "policy/approxkl_avg": 15.124380111694336, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.810546875, "step": 458, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9987176656723022 }, { "episode": 7360, "epoch": 0.044097733999592575, "loss/policy_avg": 0.18850752711296082, "lr": 9.706671779141105e-06, "objective/entropy": 123.50984191894531, "objective/kl": 45.86781692504883, "objective/non_score_reward": -2.2933907508850098, "objective/rlhf_reward": -4.773563241958618, "objective/scores": 1.1, "policy/approxkl_avg": 22.56751251220703, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.513671875, "step": 459, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000584125518799 }, { "episode": 7376, "epoch": 0.044193598638722124, "loss/policy_avg": 0.3746855854988098, "lr": 9.7060327198364e-06, "objective/entropy": 146.0401611328125, "objective/kl": 38.55249786376953, "objective/non_score_reward": -1.9276249408721924, "objective/rlhf_reward": -7.71049952507019, "objective/scores": 0.0, "policy/approxkl_avg": 211.50054931640625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.732421875, "step": 460, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9972167015075684 }, { "episode": 7392, "epoch": 0.04428946327785167, "loss/policy_avg": 0.5910313725471497, "lr": 9.705393660531698e-06, "objective/entropy": 198.9757080078125, "objective/kl": 37.61479187011719, "objective/non_score_reward": -1.880739450454712, "objective/rlhf_reward": -9.522957801818848, "objective/scores": -0.5, "policy/approxkl_avg": 204.2825469970703, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.619140625, "step": 461, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9974172115325928 }, { "episode": 7408, "epoch": 0.04438532791698122, "loss/policy_avg": -0.04315639287233353, "lr": 9.704754601226994e-06, "objective/entropy": 156.10818481445312, "objective/kl": 26.727436065673828, "objective/non_score_reward": -1.336371660232544, "objective/rlhf_reward": -7.345486640930176, "objective/scores": -0.5, "policy/approxkl_avg": 40.13689422607422, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.501953125, "step": 462, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999086856842041 }, { "episode": 7424, "epoch": 0.04448119255611077, "loss/policy_avg": 0.11912831664085388, "lr": 9.704115541922291e-06, "objective/entropy": 153.92323303222656, "objective/kl": 29.754222869873047, "objective/non_score_reward": -1.4877111911773682, "objective/rlhf_reward": -7.950844764709473, "objective/scores": -0.5, "policy/approxkl_avg": 30.665206909179688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.763671875, "step": 463, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9983062744140625 }, { "episode": 7440, "epoch": 0.04457705719524032, "loss/policy_avg": 0.34447717666625977, "lr": 9.703476482617588e-06, "objective/entropy": 20.401763916015625, "objective/kl": 36.71702575683594, "objective/non_score_reward": -1.8358510732650757, "objective/rlhf_reward": -7.343404173851013, "objective/scores": 0.0, "policy/approxkl_avg": 50.746131896972656, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.505859375, "step": 464, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9996228218078613 }, { "episode": 7456, "epoch": 0.04467292183436987, "loss/policy_avg": 0.05298962816596031, "lr": 9.702837423312883e-06, "objective/entropy": 107.51678466796875, "objective/kl": 30.20279312133789, "objective/non_score_reward": -1.5101397037506104, "objective/rlhf_reward": -8.040558815002441, "objective/scores": -0.5, "policy/approxkl_avg": 6.385878086090088, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.595703125, "step": 465, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9973207712173462 }, { "episode": 7472, "epoch": 0.04476878647349942, "loss/policy_avg": 0.47295618057250977, "lr": 9.70219836400818e-06, "objective/entropy": 186.91851806640625, "objective/kl": 39.759700775146484, "objective/non_score_reward": -1.9879851341247559, "objective/rlhf_reward": -6.347820553843098, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 6.087001800537109, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.556640625, "step": 466, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9997063875198364 }, { "episode": 7488, "epoch": 0.04486465111262897, "loss/policy_avg": 0.3874097764492035, "lr": 9.701559304703477e-06, "objective/entropy": 173.0869903564453, "objective/kl": 43.96525192260742, "objective/non_score_reward": -2.1982626914978027, "objective/rlhf_reward": -7.414448239890438, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 85.4808349609375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.53515625, "step": 467, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9984729290008545 }, { "episode": 7504, "epoch": 0.044960515751758516, "loss/policy_avg": -0.2668102979660034, "lr": 9.700920245398774e-06, "objective/entropy": 71.85359191894531, "objective/kl": 43.253211975097656, "objective/non_score_reward": -2.162660598754883, "objective/rlhf_reward": -10.650642395019531, "objective/scores": -0.5, "policy/approxkl_avg": 10.98958969116211, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.564453125, "step": 468, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.006080389022827 }, { "episode": 7520, "epoch": 0.045056380390888065, "loss/policy_avg": 0.3569624722003937, "lr": 9.700281186094071e-06, "objective/entropy": 189.16136169433594, "objective/kl": 40.66926956176758, "objective/non_score_reward": -2.033463478088379, "objective/rlhf_reward": -8.133854150772095, "objective/scores": 0.0, "policy/approxkl_avg": 19.30429458618164, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.63671875, "step": 469, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.99971604347229 }, { "episode": 7536, "epoch": 0.045152245030017614, "loss/policy_avg": 0.37975427508354187, "lr": 9.699642126789368e-06, "objective/entropy": 38.9386100769043, "objective/kl": 35.93472671508789, "objective/non_score_reward": -1.796736478805542, "objective/rlhf_reward": -5.736347894282684, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 93.73966979980469, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.57421875, "step": 470, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998188853263855 }, { "episode": 7552, "epoch": 0.04524810966914716, "loss/policy_avg": 0.2126319706439972, "lr": 9.699003067484663e-06, "objective/entropy": 14.602066040039062, "objective/kl": 43.82414245605469, "objective/non_score_reward": -2.19120717048645, "objective/rlhf_reward": -10.764827728271484, "objective/scores": -0.5, "policy/approxkl_avg": 75.86665344238281, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4833984375, "step": 471, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.005751132965088 }, { "episode": 7568, "epoch": 0.04534397430827671, "loss/policy_avg": 0.5844190120697021, "lr": 9.69836400817996e-06, "objective/entropy": 84.61041259765625, "objective/kl": 51.00375747680664, "objective/non_score_reward": -2.5501880645751953, "objective/rlhf_reward": -12.200752258300781, "objective/scores": -0.5, "policy/approxkl_avg": 147.34310913085938, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.44921875, "step": 472, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0002200603485107 }, { "episode": 7584, "epoch": 0.04543983894740626, "loss/policy_avg": -0.19812732934951782, "lr": 9.697724948875257e-06, "objective/entropy": 59.431541442871094, "objective/kl": 42.676483154296875, "objective/non_score_reward": -2.133824110031128, "objective/rlhf_reward": -8.53529667854309, "objective/scores": 0.0, "policy/approxkl_avg": 25.93294906616211, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.5625, "step": 473, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001767873764038 }, { "episode": 7600, "epoch": 0.04553570358653581, "loss/policy_avg": -0.1512744426727295, "lr": 9.697085889570554e-06, "objective/entropy": 34.99419403076172, "objective/kl": 40.56854248046875, "objective/non_score_reward": -2.0284271240234375, "objective/rlhf_reward": -8.113708853721619, "objective/scores": 0.0, "policy/approxkl_avg": 4.354091644287109, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.509765625, "step": 474, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0055007934570312 }, { "episode": 7616, "epoch": 0.04563156822566536, "loss/policy_avg": 0.5833158493041992, "lr": 9.69644683026585e-06, "objective/entropy": 106.2252197265625, "objective/kl": 37.68205261230469, "objective/non_score_reward": -1.8841025829315186, "objective/rlhf_reward": -5.980151384082392, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 22.509538650512695, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.623046875, "step": 475, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9982876777648926 }, { "episode": 7632, "epoch": 0.04572743286479491, "loss/policy_avg": 0.01958562433719635, "lr": 9.695807770961146e-06, "objective/entropy": 121.47393035888672, "objective/kl": 48.13959503173828, "objective/non_score_reward": -2.40697979927063, "objective/rlhf_reward": -8.11214765289658, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 75.11579895019531, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.44140625, "step": 476, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999737024307251 }, { "episode": 7648, "epoch": 0.04582329750392446, "loss/policy_avg": 0.6820676326751709, "lr": 9.695168711656443e-06, "objective/entropy": 115.61346435546875, "objective/kl": 37.32343292236328, "objective/non_score_reward": -1.8661715984344482, "objective/rlhf_reward": -9.464686393737793, "objective/scores": -0.5, "policy/approxkl_avg": 17.16072654724121, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.53515625, "step": 477, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000274419784546 }, { "episode": 7664, "epoch": 0.045919162143054006, "loss/policy_avg": 0.40561172366142273, "lr": 9.694529652351738e-06, "objective/entropy": 90.63370513916016, "objective/kl": 37.22323989868164, "objective/non_score_reward": -1.8611619472503662, "objective/rlhf_reward": -5.9940495296434015, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 285.416259765625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.662109375, "step": 478, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9959321022033691 }, { "episode": 7680, "epoch": 0.046015026782183555, "loss/policy_avg": 0.17466656863689423, "lr": 9.693890593047035e-06, "objective/entropy": 54.67130661010742, "objective/kl": 41.81562805175781, "objective/non_score_reward": -2.0907812118530273, "objective/rlhf_reward": -8.363124966621399, "objective/scores": 0.0, "policy/approxkl_avg": 3.4145569801330566, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.59375, "step": 479, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9975910186767578 }, { "episode": 7696, "epoch": 0.046110891421313104, "loss/policy_avg": 0.4119042158126831, "lr": 9.693251533742331e-06, "objective/entropy": 92.60330963134766, "objective/kl": 35.919769287109375, "objective/non_score_reward": -1.7959884405136108, "objective/rlhf_reward": -5.45062030951182, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 57.694190979003906, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.279296875, "step": 480, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0003273487091064 }, { "episode": 7712, "epoch": 0.04620675606044265, "loss/policy_avg": 0.06249671056866646, "lr": 9.692612474437628e-06, "objective/entropy": 102.40875244140625, "objective/kl": 40.75782775878906, "objective/non_score_reward": -2.037891387939453, "objective/rlhf_reward": -10.151565551757812, "objective/scores": -0.5, "policy/approxkl_avg": 141.67388916015625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.705078125, "step": 481, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0004329681396484 }, { "episode": 7728, "epoch": 0.0463026206995722, "loss/policy_avg": 0.3060109615325928, "lr": 9.691973415132925e-06, "objective/entropy": 149.1110076904297, "objective/kl": 42.07062530517578, "objective/non_score_reward": -2.1035311222076416, "objective/rlhf_reward": -10.414125442504883, "objective/scores": -0.5, "policy/approxkl_avg": 73.67881774902344, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.630859375, "step": 482, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.995924472808838 }, { "episode": 7744, "epoch": 0.04639848533870175, "loss/policy_avg": 0.7175555229187012, "lr": 9.691334355828222e-06, "objective/entropy": 2.7473793029785156, "objective/kl": 40.123050689697266, "objective/non_score_reward": -2.006152629852295, "objective/rlhf_reward": -8.024610042572021, "objective/scores": 0.0, "policy/approxkl_avg": 9.62218952178955, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.52734375, "step": 483, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9981098175048828 }, { "episode": 7760, "epoch": 0.0464943499778313, "loss/policy_avg": 0.19902104139328003, "lr": 9.690695296523517e-06, "objective/entropy": 18.798885345458984, "objective/kl": 38.83830261230469, "objective/non_score_reward": -1.9419152736663818, "objective/rlhf_reward": -9.767661094665527, "objective/scores": -0.5, "policy/approxkl_avg": 32.263641357421875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.572265625, "step": 484, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000005006790161 }, { "episode": 7776, "epoch": 0.04659021461696085, "loss/policy_avg": 0.11375686526298523, "lr": 9.690056237218814e-06, "objective/entropy": 132.22962951660156, "objective/kl": 34.968589782714844, "objective/non_score_reward": -1.748429536819458, "objective/rlhf_reward": -8.993717193603516, "objective/scores": -0.5, "policy/approxkl_avg": 121.77729797363281, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.55859375, "step": 485, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999431848526001 }, { "episode": 7792, "epoch": 0.0466860792560904, "loss/policy_avg": 0.47958219051361084, "lr": 9.689417177914111e-06, "objective/entropy": 35.028343200683594, "objective/kl": 35.37997055053711, "objective/non_score_reward": -1.7689985036849976, "objective/rlhf_reward": -7.07599413394928, "objective/scores": 0.0, "policy/approxkl_avg": 24.928985595703125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.529296875, "step": 486, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9948756694793701 }, { "episode": 7808, "epoch": 0.046781943895219946, "loss/policy_avg": 0.09556100517511368, "lr": 9.688778118609408e-06, "objective/entropy": 148.95831298828125, "objective/kl": 35.879150390625, "objective/non_score_reward": -1.7939574718475342, "objective/rlhf_reward": -5.797227957335812, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 71.48307037353516, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4384765625, "step": 487, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.004147529602051 }, { "episode": 7824, "epoch": 0.046877808534349495, "loss/policy_avg": 0.5969531536102295, "lr": 9.688139059304705e-06, "objective/entropy": 153.7490234375, "objective/kl": 48.861671447753906, "objective/non_score_reward": -2.4430835247039795, "objective/rlhf_reward": -8.372334098815918, "objective/scores": 0.35, "policy/approxkl_avg": 9.396366119384766, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.501953125, "step": 488, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9984536170959473 }, { "episode": 7840, "epoch": 0.046973673173479044, "loss/policy_avg": 0.1210302859544754, "lr": 9.6875e-06, "objective/entropy": 49.37278366088867, "objective/kl": 35.451751708984375, "objective/non_score_reward": -1.7725876569747925, "objective/rlhf_reward": -9.090351104736328, "objective/scores": -0.5, "policy/approxkl_avg": 88.43473815917969, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.544921875, "step": 489, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.997957706451416 }, { "episode": 7856, "epoch": 0.0470695378126086, "loss/policy_avg": 0.08776310086250305, "lr": 9.686860940695297e-06, "objective/entropy": 47.7550048828125, "objective/kl": 41.63129425048828, "objective/non_score_reward": -2.0815649032592773, "objective/rlhf_reward": -8.32625961303711, "objective/scores": 0.0, "policy/approxkl_avg": 38.46742248535156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.39453125, "step": 490, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998126745223999 }, { "episode": 7872, "epoch": 0.04716540245173815, "loss/policy_avg": -0.2399851381778717, "lr": 9.686221881390594e-06, "objective/entropy": 16.01573944091797, "objective/kl": 30.493085861206055, "objective/non_score_reward": -1.5246543884277344, "objective/rlhf_reward": -4.674785335262385, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 26.804075241088867, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.4716796875, "step": 491, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9998912811279297 }, { "episode": 7888, "epoch": 0.0472612670908677, "loss/policy_avg": 0.13263994455337524, "lr": 9.68558282208589e-06, "objective/entropy": 140.36886596679688, "objective/kl": 35.053714752197266, "objective/non_score_reward": -1.752685546875, "objective/rlhf_reward": -9.0107421875, "objective/scores": -0.5, "policy/approxkl_avg": 41.00921630859375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.701171875, "step": 492, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9989254474639893 }, { "episode": 7904, "epoch": 0.04735713172999725, "loss/policy_avg": 0.03523946925997734, "lr": 9.684943762781188e-06, "objective/entropy": 160.34219360351562, "objective/kl": 34.51702880859375, "objective/non_score_reward": -1.72585129737854, "objective/rlhf_reward": -8.903406143188477, "objective/scores": -0.5, "policy/approxkl_avg": 0.8806684613227844, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.595703125, "step": 493, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0012478828430176 }, { "episode": 7920, "epoch": 0.047452996369126796, "loss/policy_avg": 0.911601185798645, "lr": 9.684304703476484e-06, "objective/entropy": 2.773548126220703, "objective/kl": 37.37300109863281, "objective/non_score_reward": -1.868650197982788, "objective/rlhf_reward": -9.474600791931152, "objective/scores": -0.5, "policy/approxkl_avg": 14.019964218139648, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.69140625, "step": 494, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9992573261260986 }, { "episode": 7936, "epoch": 0.047548861008256345, "loss/policy_avg": 0.34348466992378235, "lr": 9.68366564417178e-06, "objective/entropy": 121.98845672607422, "objective/kl": 24.834556579589844, "objective/non_score_reward": -1.2417279481887817, "objective/rlhf_reward": -0.566911673545837, "objective/scores": 1.1, "policy/approxkl_avg": 22.85826301574707, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.572265625, "step": 495, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001675605773926 }, { "episode": 7952, "epoch": 0.047644725647385894, "loss/policy_avg": 0.10158610343933105, "lr": 9.683026584867076e-06, "objective/entropy": 135.89080810546875, "objective/kl": 33.785274505615234, "objective/non_score_reward": -1.6892638206481934, "objective/rlhf_reward": -6.757055282592773, "objective/scores": 0.0, "policy/approxkl_avg": 60.38434600830078, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.51953125, "step": 496, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9961328506469727 }, { "episode": 7968, "epoch": 0.04774059028651544, "loss/policy_avg": 0.23412325978279114, "lr": 9.682387525562373e-06, "objective/entropy": 125.34407806396484, "objective/kl": 30.21947479248047, "objective/non_score_reward": -1.5109736919403076, "objective/rlhf_reward": -4.7332141306012865, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 55.509063720703125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.66015625, "step": 497, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9988863468170166 }, { "episode": 7984, "epoch": 0.04783645492564499, "loss/policy_avg": 0.19422444701194763, "lr": 9.68174846625767e-06, "objective/entropy": -99.93417358398438, "objective/kl": 36.70722579956055, "objective/non_score_reward": -1.8353612422943115, "objective/rlhf_reward": -9.341445922851562, "objective/scores": -0.5, "policy/approxkl_avg": 62.86932373046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5234375, "step": 498, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9983272552490234 }, { "episode": 8000, "epoch": 0.04793231956477454, "loss/policy_avg": 0.7712575197219849, "lr": 9.681109406952967e-06, "objective/entropy": 185.83950805664062, "objective/kl": 40.12968063354492, "objective/non_score_reward": -2.006484031677246, "objective/rlhf_reward": -6.078524629549916, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 107.38670349121094, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.56640625, "step": 499, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9978251457214355 }, { "episode": 8016, "epoch": 0.04802818420390409, "loss/policy_avg": 0.048789143562316895, "lr": 9.680470347648262e-06, "objective/entropy": 80.77729797363281, "objective/kl": 43.95686340332031, "objective/non_score_reward": -2.197843313217163, "objective/rlhf_reward": -7.2756017086827125, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 23.518718719482422, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.583984375, "step": 500, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0010409355163574 }, { "episode": 8032, "epoch": 0.04812404884303364, "loss/policy_avg": 1.3080418109893799, "lr": 9.67983128834356e-06, "objective/entropy": 25.42633628845215, "objective/kl": 34.060516357421875, "objective/non_score_reward": -1.7030255794525146, "objective/rlhf_reward": -5.207982692782002, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 10.431194305419922, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.556640625, "step": 501, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000088930130005 }, { "episode": 8048, "epoch": 0.04821991348216319, "loss/policy_avg": 0.543501615524292, "lr": 9.679192229038854e-06, "objective/entropy": 95.14369201660156, "objective/kl": 32.53972625732422, "objective/non_score_reward": -1.6269863843917847, "objective/rlhf_reward": -8.50794506072998, "objective/scores": -0.5, "policy/approxkl_avg": 11.882524490356445, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.765625, "step": 502, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998069167137146 }, { "episode": 8064, "epoch": 0.048315778121292736, "loss/policy_avg": 0.46753692626953125, "lr": 9.678553169734151e-06, "objective/entropy": 182.4403533935547, "objective/kl": 51.98662567138672, "objective/non_score_reward": -2.5993313789367676, "objective/rlhf_reward": -12.39732551574707, "objective/scores": -0.5, "policy/approxkl_avg": 97.35031127929688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.689453125, "step": 503, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9995888471603394 }, { "episode": 8080, "epoch": 0.048411642760422285, "loss/policy_avg": 0.38062262535095215, "lr": 9.677914110429448e-06, "objective/entropy": 148.70054626464844, "objective/kl": 44.446372985839844, "objective/non_score_reward": -2.222318649291992, "objective/rlhf_reward": -10.889274597167969, "objective/scores": -0.5, "policy/approxkl_avg": 21.08675765991211, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.525390625, "step": 504, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998737096786499 }, { "episode": 8096, "epoch": 0.048507507399551834, "loss/policy_avg": 0.2571317255496979, "lr": 9.677275051124745e-06, "objective/entropy": 67.0958251953125, "objective/kl": 42.69478988647461, "objective/non_score_reward": -2.134739398956299, "objective/rlhf_reward": -7.023185694011387, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 69.5447998046875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.634765625, "step": 505, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.995441198348999 }, { "episode": 8112, "epoch": 0.04860337203868138, "loss/policy_avg": 0.26023709774017334, "lr": 9.676635991820042e-06, "objective/entropy": 134.39599609375, "objective/kl": 50.59172821044922, "objective/non_score_reward": -2.5295865535736084, "objective/rlhf_reward": -12.118346214294434, "objective/scores": -0.5, "policy/approxkl_avg": 117.91007995605469, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.697265625, "step": 506, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9979584217071533 }, { "episode": 8128, "epoch": 0.04869923667781093, "loss/policy_avg": 0.023366611450910568, "lr": 9.675996932515339e-06, "objective/entropy": 6.523872375488281, "objective/kl": 33.86302185058594, "objective/non_score_reward": -1.6931511163711548, "objective/rlhf_reward": -5.394002297011715, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 1.230093240737915, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4658203125, "step": 507, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001136302947998 }, { "episode": 8144, "epoch": 0.04879510131694048, "loss/policy_avg": 0.1962001621723175, "lr": 9.675357873210634e-06, "objective/entropy": 101.35081481933594, "objective/kl": 51.96517562866211, "objective/non_score_reward": -2.5982584953308105, "objective/rlhf_reward": -9.033784830306454, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 6.275201797485352, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.62109375, "step": 508, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9995527267456055 }, { "episode": 8160, "epoch": 0.04889096595607003, "loss/policy_avg": 0.32110342383384705, "lr": 9.67471881390593e-06, "objective/entropy": 21.122821807861328, "objective/kl": 40.87200927734375, "objective/non_score_reward": -2.04360032081604, "objective/rlhf_reward": -3.774401760101318, "objective/scores": 1.1, "policy/approxkl_avg": 77.06642150878906, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.826171875, "step": 509, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9997953176498413 }, { "episode": 8176, "epoch": 0.04898683059519958, "loss/policy_avg": 0.11684095114469528, "lr": 9.674079754601228e-06, "objective/entropy": 123.6054916381836, "objective/kl": 43.744590759277344, "objective/non_score_reward": -2.1872293949127197, "objective/rlhf_reward": -4.348917520046234, "objective/scores": 1.1, "policy/approxkl_avg": 1.2953643798828125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4482421875, "step": 510, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.00039005279541 }, { "episode": 8192, "epoch": 0.04908269523432913, "loss/policy_avg": 0.21204860508441925, "lr": 9.673440695296525e-06, "objective/entropy": 92.97704315185547, "objective/kl": 33.71581268310547, "objective/non_score_reward": -1.6857905387878418, "objective/rlhf_reward": -8.743162155151367, "objective/scores": -0.5, "policy/approxkl_avg": 78.84205627441406, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4951171875, "step": 511, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0001296997070312 }, { "episode": 8208, "epoch": 0.04917855987345868, "loss/policy_avg": 0.2907988429069519, "lr": 9.672801635991821e-06, "objective/entropy": 142.2095184326172, "objective/kl": 46.76347351074219, "objective/non_score_reward": -2.3381738662719727, "objective/rlhf_reward": -11.35269546508789, "objective/scores": -0.5, "policy/approxkl_avg": 4.935170650482178, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 512, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9997193813323975 }, { "episode": 8224, "epoch": 0.049274424512588226, "loss/policy_avg": -0.0883089154958725, "lr": 9.672162576687117e-06, "objective/entropy": 78.84781646728516, "objective/kl": 37.297393798828125, "objective/non_score_reward": -1.8648698329925537, "objective/rlhf_reward": -7.459479093551636, "objective/scores": 0.0, "policy/approxkl_avg": 47.29024124145508, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.4755859375, "step": 513, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0175886154174805 }, { "episode": 8240, "epoch": 0.049370289151717775, "loss/policy_avg": 1.227190375328064, "lr": 9.671523517382413e-06, "objective/entropy": 153.3360595703125, "objective/kl": 42.09587097167969, "objective/non_score_reward": -2.1047935485839844, "objective/rlhf_reward": -10.419174194335938, "objective/scores": -0.5, "policy/approxkl_avg": 18.333316802978516, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 514, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991519451141357 }, { "episode": 8256, "epoch": 0.049466153790847324, "loss/policy_avg": 0.5838215947151184, "lr": 9.67088445807771e-06, "objective/entropy": 139.77813720703125, "objective/kl": 33.785945892333984, "objective/non_score_reward": -1.6892971992492676, "objective/rlhf_reward": -4.93236028698356, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 99.73694610595703, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4208984375, "step": 515, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9996287822723389 }, { "episode": 8272, "epoch": 0.04956201842997687, "loss/policy_avg": 0.059313490986824036, "lr": 9.670245398773007e-06, "objective/entropy": 14.463359832763672, "objective/kl": 34.218177795410156, "objective/non_score_reward": -1.710909128189087, "objective/rlhf_reward": -8.843635559082031, "objective/scores": -0.5, "policy/approxkl_avg": 35.5083122253418, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.65625, "step": 516, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.997997760772705 }, { "episode": 8288, "epoch": 0.04965788306910642, "loss/policy_avg": 0.2258259505033493, "lr": 9.669606339468304e-06, "objective/entropy": -95.49360656738281, "objective/kl": 22.19683837890625, "objective/non_score_reward": -1.10984206199646, "objective/rlhf_reward": -4.439367949962616, "objective/scores": 0.0, "policy/approxkl_avg": 5.760451316833496, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.53515625, "step": 517, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9969854354858398 }, { "episode": 8304, "epoch": 0.04975374770823597, "loss/policy_avg": 0.10804040729999542, "lr": 9.668967280163601e-06, "objective/entropy": 143.58779907226562, "objective/kl": 35.785003662109375, "objective/non_score_reward": -1.789250135421753, "objective/rlhf_reward": -9.157001495361328, "objective/scores": -0.5, "policy/approxkl_avg": 47.657981872558594, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.794921875, "step": 518, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9962890148162842 }, { "episode": 8320, "epoch": 0.04984961234736552, "loss/policy_avg": 0.009697876870632172, "lr": 9.668328220858896e-06, "objective/entropy": 10.224929809570312, "objective/kl": 37.23715591430664, "objective/non_score_reward": -1.8618578910827637, "objective/rlhf_reward": -5.891172378268793, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 1.469694972038269, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.3876953125, "step": 519, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9995241165161133 }, { "episode": 8336, "epoch": 0.04994547698649507, "loss/policy_avg": 0.07935798913240433, "lr": 9.667689161554193e-06, "objective/entropy": 37.64440155029297, "objective/kl": 41.3823356628418, "objective/non_score_reward": -2.0691165924072266, "objective/rlhf_reward": -10.276466369628906, "objective/scores": -0.5, "policy/approxkl_avg": 27.435813903808594, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.546875, "step": 520, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001011848449707 }, { "episode": 8352, "epoch": 0.05004134162562462, "loss/policy_avg": -0.02070830762386322, "lr": 9.66705010224949e-06, "objective/entropy": 58.74858474731445, "objective/kl": 43.55432891845703, "objective/non_score_reward": -2.1777162551879883, "objective/rlhf_reward": -7.332263686744076, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 6.468544960021973, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.607421875, "step": 521, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001483917236328 }, { "episode": 8368, "epoch": 0.05013720626475417, "loss/policy_avg": 0.46028798818588257, "lr": 9.666411042944787e-06, "objective/entropy": -78.76937866210938, "objective/kl": 23.173397064208984, "objective/non_score_reward": -1.1586699485778809, "objective/rlhf_reward": -6.634679794311523, "objective/scores": -0.5, "policy/approxkl_avg": 24.691064834594727, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.51953125, "step": 522, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9976732730865479 }, { "episode": 8384, "epoch": 0.050233070903883716, "loss/policy_avg": 0.18045517802238464, "lr": 9.665771983640082e-06, "objective/entropy": 46.4280891418457, "objective/kl": 40.75489044189453, "objective/non_score_reward": -2.0377445220947266, "objective/rlhf_reward": -8.150978326797485, "objective/scores": 0.0, "policy/approxkl_avg": 3.3056907653808594, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.44921875, "step": 523, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9977219104766846 }, { "episode": 8400, "epoch": 0.050328935543013265, "loss/policy_avg": 0.14005348086357117, "lr": 9.665132924335379e-06, "objective/entropy": 30.292451858520508, "objective/kl": 34.13593292236328, "objective/non_score_reward": -1.706796646118164, "objective/rlhf_reward": -8.827186584472656, "objective/scores": -0.5, "policy/approxkl_avg": 5.698740005493164, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4794921875, "step": 524, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0000524520874023 }, { "episode": 8416, "epoch": 0.050424800182142814, "loss/policy_avg": 0.06975753605365753, "lr": 9.664493865030676e-06, "objective/entropy": 83.52384948730469, "objective/kl": 34.249717712402344, "objective/non_score_reward": -1.7124860286712646, "objective/rlhf_reward": -6.849944233894348, "objective/scores": 0.0, "policy/approxkl_avg": 24.646453857421875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.58203125, "step": 525, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0034072399139404 }, { "episode": 8432, "epoch": 0.05052066482127236, "loss/policy_avg": 0.22392672300338745, "lr": 9.663854805725971e-06, "objective/entropy": 64.02466583251953, "objective/kl": 34.11146545410156, "objective/non_score_reward": -1.705573320388794, "objective/rlhf_reward": -8.822293281555176, "objective/scores": -0.5, "policy/approxkl_avg": 42.05424118041992, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.65234375, "step": 526, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9970359802246094 }, { "episode": 8448, "epoch": 0.05061652946040191, "loss/policy_avg": 1.0532065629959106, "lr": 9.663215746421268e-06, "objective/entropy": 90.72592163085938, "objective/kl": 41.28602600097656, "objective/non_score_reward": -2.0643014907836914, "objective/rlhf_reward": -6.931692812472505, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 31.192419052124023, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.4990234375, "step": 527, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0001697540283203 }, { "episode": 8464, "epoch": 0.05071239409953146, "loss/policy_avg": 0.0644269585609436, "lr": 9.662576687116565e-06, "objective/entropy": 67.44807434082031, "objective/kl": 36.54154586791992, "objective/non_score_reward": -1.8270775079727173, "objective/rlhf_reward": -7.30830979347229, "objective/scores": 0.0, "policy/approxkl_avg": 17.966569900512695, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5078125, "step": 528, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998882532119751 }, { "episode": 8480, "epoch": 0.05080825873866101, "loss/policy_avg": -0.2570219039916992, "lr": 9.661937627811862e-06, "objective/entropy": -26.96208953857422, "objective/kl": 34.49934768676758, "objective/non_score_reward": -1.7249674797058105, "objective/rlhf_reward": -6.899869918823242, "objective/scores": 0.0, "policy/approxkl_avg": 20.390092849731445, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.3447265625, "step": 529, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000749111175537 }, { "episode": 8496, "epoch": 0.05090412337779056, "loss/policy_avg": 0.25002214312553406, "lr": 9.661298568507158e-06, "objective/entropy": 91.19659423828125, "objective/kl": 35.412471771240234, "objective/non_score_reward": -1.7706236839294434, "objective/rlhf_reward": -9.082494735717773, "objective/scores": -0.5, "policy/approxkl_avg": 166.57394409179688, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4619140625, "step": 530, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9965037107467651 }, { "episode": 8512, "epoch": 0.05099998801692011, "loss/policy_avg": 0.022846542298793793, "lr": 9.660659509202455e-06, "objective/entropy": -37.26931381225586, "objective/kl": 39.86629867553711, "objective/non_score_reward": -1.9933149814605713, "objective/rlhf_reward": -7.973260045051575, "objective/scores": 0.0, "policy/approxkl_avg": 56.44502258300781, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4677734375, "step": 531, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9974274635314941 }, { "episode": 8528, "epoch": 0.051095852656049656, "loss/policy_avg": 0.12022869288921356, "lr": 9.66002044989775e-06, "objective/entropy": 67.10712432861328, "objective/kl": 41.30962371826172, "objective/non_score_reward": -2.065481185913086, "objective/rlhf_reward": -8.261924982070923, "objective/scores": 0.0, "policy/approxkl_avg": 46.29387664794922, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.55859375, "step": 532, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9975337982177734 }, { "episode": 8544, "epoch": 0.051191717295179205, "loss/policy_avg": 0.6448026895523071, "lr": 9.659381390593047e-06, "objective/entropy": 11.027664184570312, "objective/kl": 40.83232498168945, "objective/non_score_reward": -2.0416159629821777, "objective/rlhf_reward": -8.16646432876587, "objective/scores": 0.0, "policy/approxkl_avg": 28.078399658203125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.60546875, "step": 533, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000098943710327 }, { "episode": 8560, "epoch": 0.051287581934308754, "loss/policy_avg": 0.8582497835159302, "lr": 9.658742331288344e-06, "objective/entropy": 113.14666748046875, "objective/kl": 42.10472106933594, "objective/non_score_reward": -2.105236053466797, "objective/rlhf_reward": -8.420944571495056, "objective/scores": 0.0, "policy/approxkl_avg": 14.971941947937012, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.548828125, "step": 534, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9971849918365479 }, { "episode": 8576, "epoch": 0.0513834465734383, "loss/policy_avg": 0.038903310894966125, "lr": 9.658103271983641e-06, "objective/entropy": 143.5253448486328, "objective/kl": 42.91957092285156, "objective/non_score_reward": -2.1459789276123047, "objective/rlhf_reward": -7.18391523361206, "objective/scores": 0.35, "policy/approxkl_avg": 17.93328857421875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.796875, "step": 535, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9967997074127197 }, { "episode": 8592, "epoch": 0.05147931121256785, "loss/policy_avg": 0.25293684005737305, "lr": 9.657464212678938e-06, "objective/entropy": 96.65731811523438, "objective/kl": 40.929542541503906, "objective/non_score_reward": -2.0464773178100586, "objective/rlhf_reward": -3.7859089136123654, "objective/scores": 1.1, "policy/approxkl_avg": 86.96218872070312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.521484375, "step": 536, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9961689710617065 }, { "episode": 8608, "epoch": 0.0515751758516974, "loss/policy_avg": 0.3026430606842041, "lr": 9.656825153374235e-06, "objective/entropy": 28.206890106201172, "objective/kl": 32.628379821777344, "objective/non_score_reward": -1.6314189434051514, "objective/rlhf_reward": -6.525675892829895, "objective/scores": 0.0, "policy/approxkl_avg": 24.484819412231445, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.529296875, "step": 537, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.99712336063385 }, { "episode": 8624, "epoch": 0.05167104049082695, "loss/policy_avg": -0.16653533279895782, "lr": 9.65618609406953e-06, "objective/entropy": -77.3916015625, "objective/kl": 30.037582397460938, "objective/non_score_reward": -1.5018792152404785, "objective/rlhf_reward": -6.007516622543335, "objective/scores": 0.0, "policy/approxkl_avg": 87.15878295898438, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.6015625, "step": 538, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.007481575012207 }, { "episode": 8640, "epoch": 0.0517669051299565, "loss/policy_avg": 0.11232887953519821, "lr": 9.655547034764827e-06, "objective/entropy": 55.08220291137695, "objective/kl": 43.097896575927734, "objective/non_score_reward": -2.1548948287963867, "objective/rlhf_reward": -8.6195787191391, "objective/scores": 0.0, "policy/approxkl_avg": 26.015697479248047, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.60546875, "step": 539, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0278120040893555 }, { "episode": 8656, "epoch": 0.05186276976908605, "loss/policy_avg": 0.6124523878097534, "lr": 9.654907975460124e-06, "objective/entropy": 34.89768600463867, "objective/kl": 46.468101501464844, "objective/non_score_reward": -2.3234052658081055, "objective/rlhf_reward": -9.293620705604553, "objective/scores": 0.0, "policy/approxkl_avg": 6.492743492126465, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.3681640625, "step": 540, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.999890923500061 }, { "episode": 8672, "epoch": 0.0519586344082156, "loss/policy_avg": 0.2736782133579254, "lr": 9.65426891615542e-06, "objective/entropy": 39.75823211669922, "objective/kl": 30.90910530090332, "objective/non_score_reward": -1.5454552173614502, "objective/rlhf_reward": -4.666049086841282, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 31.34353256225586, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4521484375, "step": 541, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000300884246826 }, { "episode": 8688, "epoch": 0.052054499047345146, "loss/policy_avg": 0.4218829870223999, "lr": 9.653629856850718e-06, "objective/entropy": 208.8717041015625, "objective/kl": 39.65779495239258, "objective/non_score_reward": -1.9828898906707764, "objective/rlhf_reward": -6.5529573942102015, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 68.46629333496094, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.662109375, "step": 542, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9981236457824707 }, { "episode": 8704, "epoch": 0.052150363686474695, "loss/policy_avg": 0.45531219244003296, "lr": 9.652990797546013e-06, "objective/entropy": 209.2900390625, "objective/kl": 33.24062728881836, "objective/non_score_reward": -1.6620312929153442, "objective/rlhf_reward": -5.248125171661377, "objective/scores": 0.35, "policy/approxkl_avg": 40.11018371582031, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.658203125, "step": 543, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9973430633544922 }, { "episode": 8720, "epoch": 0.052246228325604244, "loss/policy_avg": 0.21141277253627777, "lr": 9.65235173824131e-06, "objective/entropy": 158.35287475585938, "objective/kl": 32.80064392089844, "objective/non_score_reward": -1.6400320529937744, "objective/rlhf_reward": -8.560128211975098, "objective/scores": -0.5, "policy/approxkl_avg": 55.47556686401367, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.658203125, "step": 544, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9978859424591064 }, { "episode": 8736, "epoch": 0.05234209296473379, "loss/policy_avg": 0.4950694143772125, "lr": 9.651712678936605e-06, "objective/entropy": 92.91190338134766, "objective/kl": 28.654132843017578, "objective/non_score_reward": -1.4327068328857422, "objective/rlhf_reward": -3.905998165878366, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 13.473176956176758, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.677734375, "step": 545, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9976662397384644 }, { "episode": 8752, "epoch": 0.05243795760386334, "loss/policy_avg": 0.1986934244632721, "lr": 9.651073619631902e-06, "objective/entropy": 72.54715728759766, "objective/kl": 33.77407455444336, "objective/non_score_reward": -1.6887036561965942, "objective/rlhf_reward": -6.754814624786377, "objective/scores": 0.0, "policy/approxkl_avg": 13.790899276733398, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.619140625, "step": 546, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9987945556640625 }, { "episode": 8768, "epoch": 0.0525338222429929, "loss/policy_avg": 0.17602220177650452, "lr": 9.650434560327199e-06, "objective/entropy": 19.197650909423828, "objective/kl": 42.189781188964844, "objective/non_score_reward": -2.1094889640808105, "objective/rlhf_reward": -5.514237318874571, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 83.59529113769531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.478515625, "step": 547, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9978179931640625 }, { "episode": 8784, "epoch": 0.052629686882122446, "loss/policy_avg": 0.045998621731996536, "lr": 9.649795501022496e-06, "objective/entropy": 158.06063842773438, "objective/kl": 40.811397552490234, "objective/non_score_reward": -2.04056978225708, "objective/rlhf_reward": -10.16227912902832, "objective/scores": -0.5, "policy/approxkl_avg": 111.83248901367188, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4892578125, "step": 548, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9980087280273438 }, { "episode": 8800, "epoch": 0.052725551521251995, "loss/policy_avg": 0.30770862102508545, "lr": 9.649156441717792e-06, "objective/entropy": 11.81429672241211, "objective/kl": 30.653812408447266, "objective/non_score_reward": -1.5326905250549316, "objective/rlhf_reward": -4.52664235598238, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 12.983512878417969, "policy/clipfrac_avg": 0.25, "policy/entropy_avg": 0.4384765625, "step": 549, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991545677185059 }, { "episode": 8816, "epoch": 0.052821416160381544, "loss/policy_avg": 0.14274156093597412, "lr": 9.64851738241309e-06, "objective/entropy": 103.85163116455078, "objective/kl": 43.19879913330078, "objective/non_score_reward": -2.159940004348755, "objective/rlhf_reward": -6.517053785101448, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 100.42656707763672, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6875, "step": 550, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9965872764587402 }, { "episode": 8832, "epoch": 0.05291728079951109, "loss/policy_avg": 0.06003594398498535, "lr": 9.647878323108384e-06, "objective/entropy": 179.23623657226562, "objective/kl": 40.46935272216797, "objective/non_score_reward": -2.023467779159546, "objective/rlhf_reward": -6.752235582380919, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 20.83936882019043, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.5625, "step": 551, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001079797744751 }, { "episode": 8848, "epoch": 0.05301314543864064, "loss/policy_avg": 0.5863113403320312, "lr": 9.647239263803681e-06, "objective/entropy": 76.55807495117188, "objective/kl": 36.17455291748047, "objective/non_score_reward": -1.8087276220321655, "objective/rlhf_reward": -9.23491096496582, "objective/scores": -0.5, "policy/approxkl_avg": 4.267086029052734, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3798828125, "step": 552, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001115322113037 }, { "episode": 8864, "epoch": 0.05310901007777019, "loss/policy_avg": 2.5198092460632324, "lr": 9.646600204498978e-06, "objective/entropy": 31.032962799072266, "objective/kl": 36.13847351074219, "objective/non_score_reward": -1.8069238662719727, "objective/rlhf_reward": -9.22769546508789, "objective/scores": -0.5, "policy/approxkl_avg": 5.862698554992676, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.568359375, "step": 553, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0627989768981934 }, { "episode": 8880, "epoch": 0.05320487471689974, "loss/policy_avg": 0.135384663939476, "lr": 9.645961145194275e-06, "objective/entropy": 39.74359893798828, "objective/kl": 45.49197006225586, "objective/non_score_reward": -2.2745985984802246, "objective/rlhf_reward": -11.098394393920898, "objective/scores": -0.5, "policy/approxkl_avg": 11.076536178588867, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.5703125, "step": 554, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0400075912475586 }, { "episode": 8896, "epoch": 0.05330073935602929, "loss/policy_avg": 0.17068403959274292, "lr": 9.645322085889572e-06, "objective/entropy": 131.28785705566406, "objective/kl": 41.12070846557617, "objective/non_score_reward": -2.056035280227661, "objective/rlhf_reward": -6.913460275134444, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 19.08953094482422, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.396484375, "step": 555, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9997930526733398 }, { "episode": 8912, "epoch": 0.05339660399515884, "loss/policy_avg": 0.006861642003059387, "lr": 9.644683026584867e-06, "objective/entropy": 71.55320739746094, "objective/kl": 31.577491760253906, "objective/non_score_reward": -1.5788745880126953, "objective/rlhf_reward": -4.75923916598852, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 11.279380798339844, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.58984375, "step": 556, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0002732276916504 }, { "episode": 8928, "epoch": 0.05349246863428839, "loss/policy_avg": 0.3932980000972748, "lr": 9.644043967280164e-06, "objective/entropy": 173.74667358398438, "objective/kl": 39.91008758544922, "objective/non_score_reward": -1.9955044984817505, "objective/rlhf_reward": -6.157189126285623, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 75.61815643310547, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5390625, "step": 557, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9991559982299805 }, { "episode": 8944, "epoch": 0.053588333273417936, "loss/policy_avg": 0.41776636242866516, "lr": 9.643404907975461e-06, "objective/entropy": 101.93467712402344, "objective/kl": 33.950069427490234, "objective/non_score_reward": -1.6975035667419434, "objective/rlhf_reward": -8.790014266967773, "objective/scores": -0.5, "policy/approxkl_avg": 2.91536021232605, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.7265625, "step": 558, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9994499683380127 }, { "episode": 8960, "epoch": 0.053684197912547485, "loss/policy_avg": 3.235675811767578, "lr": 9.642765848670758e-06, "objective/entropy": 157.3035888671875, "objective/kl": 48.83702087402344, "objective/non_score_reward": -2.4418513774871826, "objective/rlhf_reward": -11.76740550994873, "objective/scores": -0.5, "policy/approxkl_avg": 152.27467346191406, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.474609375, "step": 559, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0070905685424805 }, { "episode": 8976, "epoch": 0.053780062551677034, "loss/policy_avg": 0.4991706907749176, "lr": 9.642126789366055e-06, "objective/entropy": 163.01913452148438, "objective/kl": 44.97026062011719, "objective/non_score_reward": -2.2485132217407227, "objective/rlhf_reward": -6.5940522909164425, "objective/scores": 0.6, "policy/approxkl_avg": 54.085365295410156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58203125, "step": 560, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9990899562835693 }, { "episode": 8992, "epoch": 0.05387592719080658, "loss/policy_avg": 0.35669660568237305, "lr": 9.641487730061352e-06, "objective/entropy": 46.909828186035156, "objective/kl": 31.477493286132812, "objective/non_score_reward": -1.573874592781067, "objective/rlhf_reward": -4.953862717657714, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 65.30628967285156, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.533203125, "step": 561, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9979372024536133 }, { "episode": 9008, "epoch": 0.05397179182993613, "loss/policy_avg": 1.0564548969268799, "lr": 9.640848670756647e-06, "objective/entropy": 144.66534423828125, "objective/kl": 50.382301330566406, "objective/non_score_reward": -2.5191149711608887, "objective/rlhf_reward": -8.560688340457615, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 48.65314483642578, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.748046875, "step": 562, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982779026031494 }, { "episode": 9024, "epoch": 0.05406765646906568, "loss/policy_avg": 0.11716368794441223, "lr": 9.640209611451944e-06, "objective/entropy": 98.48894500732422, "objective/kl": 28.6131649017334, "objective/non_score_reward": -1.4306584596633911, "objective/rlhf_reward": -7.7226338386535645, "objective/scores": -0.5, "policy/approxkl_avg": 4.523138999938965, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4130859375, "step": 563, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0049519538879395 }, { "episode": 9040, "epoch": 0.05416352110819523, "loss/policy_avg": 0.7250778675079346, "lr": 9.63957055214724e-06, "objective/entropy": 133.11463928222656, "objective/kl": 37.375694274902344, "objective/non_score_reward": -1.868784785270691, "objective/rlhf_reward": -5.075139141082763, "objective/scores": 0.6, "policy/approxkl_avg": 13.915103912353516, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.41796875, "step": 564, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9986052513122559 }, { "episode": 9056, "epoch": 0.05425938574732478, "loss/policy_avg": 0.7018356323242188, "lr": 9.638931492842537e-06, "objective/entropy": 89.61590576171875, "objective/kl": 41.851219177246094, "objective/non_score_reward": -2.0925612449645996, "objective/rlhf_reward": -6.919646601291046, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 24.61191177368164, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.54296875, "step": 565, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9996438026428223 }, { "episode": 9072, "epoch": 0.05435525038645433, "loss/policy_avg": 0.07808268815279007, "lr": 9.638292433537834e-06, "objective/entropy": 67.98313903808594, "objective/kl": 45.94068145751953, "objective/non_score_reward": -2.29703426361084, "objective/rlhf_reward": -9.188136219978333, "objective/scores": 0.0, "policy/approxkl_avg": 38.387054443359375, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.57421875, "step": 566, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9997014999389648 }, { "episode": 9088, "epoch": 0.05445111502558388, "loss/policy_avg": 0.0561227947473526, "lr": 9.63765337423313e-06, "objective/entropy": -102.10490417480469, "objective/kl": 32.92976379394531, "objective/non_score_reward": -1.6464881896972656, "objective/rlhf_reward": -6.585952877998352, "objective/scores": 0.0, "policy/approxkl_avg": 9.602782249450684, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.54296875, "step": 567, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0004687309265137 }, { "episode": 9104, "epoch": 0.054546979664713426, "loss/policy_avg": 0.5744443535804749, "lr": 9.637014314928426e-06, "objective/entropy": 78.12531280517578, "objective/kl": 36.76774597167969, "objective/non_score_reward": -1.8383872509002686, "objective/rlhf_reward": -9.353549003601074, "objective/scores": -0.5, "policy/approxkl_avg": 55.96208572387695, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.51171875, "step": 568, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991743564605713 }, { "episode": 9120, "epoch": 0.054642844303842975, "loss/policy_avg": 0.564866304397583, "lr": 9.636375255623721e-06, "objective/entropy": 135.82896423339844, "objective/kl": 43.04612731933594, "objective/non_score_reward": -2.15230655670166, "objective/rlhf_reward": -10.60922622680664, "objective/scores": -0.5, "policy/approxkl_avg": 42.51314163208008, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4541015625, "step": 569, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000321388244629 }, { "episode": 9136, "epoch": 0.054738708942972523, "loss/policy_avg": 0.16940301656723022, "lr": 9.635736196319018e-06, "objective/entropy": -114.63182830810547, "objective/kl": 36.86830139160156, "objective/non_score_reward": -1.8434150218963623, "objective/rlhf_reward": -9.373659133911133, "objective/scores": -0.5, "policy/approxkl_avg": 26.11627960205078, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.67578125, "step": 570, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9971542358398438 }, { "episode": 9152, "epoch": 0.05483457358210207, "loss/policy_avg": 0.020508363842964172, "lr": 9.635097137014315e-06, "objective/entropy": 87.90492248535156, "objective/kl": 46.06084442138672, "objective/non_score_reward": -2.303041934967041, "objective/rlhf_reward": -9.212168216705322, "objective/scores": 0.0, "policy/approxkl_avg": 56.395973205566406, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.482421875, "step": 571, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000852584838867 }, { "episode": 9168, "epoch": 0.05493043822123162, "loss/policy_avg": -0.007636541500687599, "lr": 9.634458077709612e-06, "objective/entropy": -84.44242858886719, "objective/kl": 36.771697998046875, "objective/non_score_reward": -1.8385847806930542, "objective/rlhf_reward": -5.995089256499691, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 0.3396506905555725, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.52734375, "step": 572, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0062503814697266 }, { "episode": 9184, "epoch": 0.05502630286036117, "loss/policy_avg": -0.1648610532283783, "lr": 9.633819018404909e-06, "objective/entropy": -70.38121795654297, "objective/kl": 37.25817108154297, "objective/non_score_reward": -1.8629084825515747, "objective/rlhf_reward": -9.45163345336914, "objective/scores": -0.5, "policy/approxkl_avg": 35.33013916015625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.455078125, "step": 573, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9978995323181152 }, { "episode": 9200, "epoch": 0.05512216749949072, "loss/policy_avg": 0.21912901103496552, "lr": 9.633179959100206e-06, "objective/entropy": 65.07223510742188, "objective/kl": 37.938026428222656, "objective/non_score_reward": -1.8969011306762695, "objective/rlhf_reward": -5.854271189371744, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 179.24462890625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.634765625, "step": 574, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9971550703048706 }, { "episode": 9216, "epoch": 0.05521803213862027, "loss/policy_avg": 0.42310407757759094, "lr": 9.632540899795501e-06, "objective/entropy": -74.82484436035156, "objective/kl": 36.85780334472656, "objective/non_score_reward": -1.8428901433944702, "objective/rlhf_reward": -5.54673218277366, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 7.413464546203613, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.53515625, "step": 575, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.000021457672119 }, { "episode": 9232, "epoch": 0.05531389677774982, "loss/policy_avg": 0.1522914469242096, "lr": 9.631901840490798e-06, "objective/entropy": -78.68695068359375, "objective/kl": 36.93750762939453, "objective/non_score_reward": -1.8468754291534424, "objective/rlhf_reward": -7.387501657009125, "objective/scores": 0.0, "policy/approxkl_avg": 299.15435791015625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.625, "step": 576, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.0027832984924316 }, { "episode": 9248, "epoch": 0.055409761416879366, "loss/policy_avg": 0.09173239022493362, "lr": 9.631262781186095e-06, "objective/entropy": 206.1100616455078, "objective/kl": 36.94264221191406, "objective/non_score_reward": -1.8471322059631348, "objective/rlhf_reward": -6.009926774588925, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 51.173519134521484, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.623046875, "step": 577, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9956302642822266 }, { "episode": 9264, "epoch": 0.055505626056008915, "loss/policy_avg": 0.8109121322631836, "lr": 9.630623721881392e-06, "objective/entropy": -66.37505340576172, "objective/kl": 42.11962127685547, "objective/non_score_reward": -2.1059811115264893, "objective/rlhf_reward": -7.023924565315246, "objective/scores": 0.35, "policy/approxkl_avg": 154.45883178710938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.568359375, "step": 578, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9999234676361084 }, { "episode": 9280, "epoch": 0.055601490695138464, "loss/policy_avg": 0.20485125482082367, "lr": 9.629984662576689e-06, "objective/entropy": 172.38034057617188, "objective/kl": 52.39830780029297, "objective/non_score_reward": -2.61991548538208, "objective/rlhf_reward": -9.079662299156189, "objective/scores": 0.35, "policy/approxkl_avg": 22.601041793823242, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.50390625, "step": 579, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0032167434692383 }, { "episode": 9296, "epoch": 0.05569735533426801, "loss/policy_avg": 0.7395042181015015, "lr": 9.629345603271984e-06, "objective/entropy": 7.457405090332031, "objective/kl": 45.84647750854492, "objective/non_score_reward": -2.2923238277435303, "objective/rlhf_reward": -9.169295310974121, "objective/scores": 0.0, "policy/approxkl_avg": 124.10131072998047, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.54296875, "step": 580, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9992761611938477 }, { "episode": 9312, "epoch": 0.05579321997339756, "loss/policy_avg": 0.23498813807964325, "lr": 9.62870654396728e-06, "objective/entropy": -11.64200210571289, "objective/kl": 43.51708984375, "objective/non_score_reward": -2.175854444503784, "objective/rlhf_reward": -4.303417301177978, "objective/scores": 1.1, "policy/approxkl_avg": 15.8449068069458, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.587890625, "step": 581, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0007996559143066 }, { "episode": 9328, "epoch": 0.05588908461252711, "loss/policy_avg": -0.26322293281555176, "lr": 9.628067484662578e-06, "objective/entropy": 14.886768341064453, "objective/kl": 48.95528030395508, "objective/non_score_reward": -2.4477639198303223, "objective/rlhf_reward": -8.431805813048763, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 2.678018569946289, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.43359375, "step": 582, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0002763271331787 }, { "episode": 9344, "epoch": 0.05598494925165666, "loss/policy_avg": 0.37311238050460815, "lr": 9.627428425357874e-06, "objective/entropy": -29.544679641723633, "objective/kl": 44.6279411315918, "objective/non_score_reward": -2.2313971519470215, "objective/rlhf_reward": -7.474990586848602, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 120.46185302734375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4990234375, "step": 583, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997020959854126 }, { "episode": 9360, "epoch": 0.05608081389078621, "loss/policy_avg": 0.3765791654586792, "lr": 9.626789366053171e-06, "objective/entropy": 27.12002182006836, "objective/kl": 39.4703369140625, "objective/non_score_reward": -1.9735169410705566, "objective/rlhf_reward": -9.894067764282227, "objective/scores": -0.5, "policy/approxkl_avg": 4.805877208709717, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.529296875, "step": 584, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993363618850708 }, { "episode": 9376, "epoch": 0.05617667852991576, "loss/policy_avg": 0.03627479076385498, "lr": 9.626150306748468e-06, "objective/entropy": 15.946697235107422, "objective/kl": 54.321632385253906, "objective/non_score_reward": -2.7160816192626953, "objective/rlhf_reward": -12.864326477050781, "objective/scores": -0.5, "policy/approxkl_avg": 170.80502319335938, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5078125, "step": 585, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0002691745758057 }, { "episode": 9392, "epoch": 0.05627254316904531, "loss/policy_avg": -0.02700839936733246, "lr": 9.625511247443763e-06, "objective/entropy": 86.60926055908203, "objective/kl": 35.19524383544922, "objective/non_score_reward": -1.7597622871398926, "objective/rlhf_reward": -9.03904914855957, "objective/scores": -0.5, "policy/approxkl_avg": 8.260379791259766, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.755859375, "step": 586, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0021920204162598 }, { "episode": 9408, "epoch": 0.056368407808174856, "loss/policy_avg": 0.1763666421175003, "lr": 9.62487218813906e-06, "objective/entropy": 144.70706176757812, "objective/kl": 23.635494232177734, "objective/non_score_reward": -1.181774616241455, "objective/rlhf_reward": -6.72709846496582, "objective/scores": -0.5, "policy/approxkl_avg": 5.851166725158691, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6796875, "step": 587, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9997590780258179 }, { "episode": 9424, "epoch": 0.056464272447304405, "loss/policy_avg": 0.527219295501709, "lr": 9.624233128834357e-06, "objective/entropy": 173.60789489746094, "objective/kl": 42.092262268066406, "objective/non_score_reward": -2.1046133041381836, "objective/rlhf_reward": -8.418453335762024, "objective/scores": 0.0, "policy/approxkl_avg": 93.84263610839844, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5078125, "step": 588, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.996020793914795 }, { "episode": 9440, "epoch": 0.056560137086433954, "loss/policy_avg": 0.16997206211090088, "lr": 9.623594069529654e-06, "objective/entropy": 100.782470703125, "objective/kl": 33.46315002441406, "objective/non_score_reward": -1.6731575727462769, "objective/rlhf_reward": -8.692630767822266, "objective/scores": -0.5, "policy/approxkl_avg": 23.64217185974121, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.68359375, "step": 589, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9955521821975708 }, { "episode": 9456, "epoch": 0.0566560017255635, "loss/policy_avg": 0.43916282057762146, "lr": 9.62295501022495e-06, "objective/entropy": -60.59128189086914, "objective/kl": 42.55094909667969, "objective/non_score_reward": -2.1275475025177, "objective/rlhf_reward": -10.5101900100708, "objective/scores": -0.5, "policy/approxkl_avg": 162.38119506835938, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6796875, "step": 590, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9992976188659668 }, { "episode": 9472, "epoch": 0.05675186636469305, "loss/policy_avg": 0.412034809589386, "lr": 9.622315950920246e-06, "objective/entropy": 55.43243408203125, "objective/kl": 33.46851348876953, "objective/non_score_reward": -1.6734256744384766, "objective/rlhf_reward": -8.693702697753906, "objective/scores": -0.5, "policy/approxkl_avg": 149.49728393554688, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.595703125, "step": 591, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9977531433105469 }, { "episode": 9488, "epoch": 0.0568477310038226, "loss/policy_avg": 0.28347572684288025, "lr": 9.621676891615543e-06, "objective/entropy": 35.55633544921875, "objective/kl": 40.687564849853516, "objective/non_score_reward": -2.0343782901763916, "objective/rlhf_reward": -5.213794265629026, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 117.67996215820312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.591796875, "step": 592, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9995044469833374 }, { "episode": 9504, "epoch": 0.05694359564295215, "loss/policy_avg": 0.7297570705413818, "lr": 9.621037832310838e-06, "objective/entropy": -104.14797973632812, "objective/kl": 34.44893264770508, "objective/non_score_reward": -1.7224466800689697, "objective/rlhf_reward": -6.889786720275879, "objective/scores": 0.0, "policy/approxkl_avg": 22.624303817749023, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4912109375, "step": 593, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997528314590454 }, { "episode": 9520, "epoch": 0.0570394602820817, "loss/policy_avg": 0.0011496543884277344, "lr": 9.620398773006135e-06, "objective/entropy": 224.37185668945312, "objective/kl": 27.430057525634766, "objective/non_score_reward": -1.3715028762817383, "objective/rlhf_reward": -3.5386005146073654, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 5.8247833251953125, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.71875, "step": 594, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000392436981201 }, { "episode": 9536, "epoch": 0.05713532492121125, "loss/policy_avg": 0.23965345323085785, "lr": 9.619759713701432e-06, "objective/entropy": 25.137657165527344, "objective/kl": 37.088069915771484, "objective/non_score_reward": -1.8544034957885742, "objective/rlhf_reward": -7.4176143407821655, "objective/scores": 0.0, "policy/approxkl_avg": 9.948873519897461, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.44921875, "step": 595, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9978184700012207 }, { "episode": 9552, "epoch": 0.057231189560340796, "loss/policy_avg": 0.5549752712249756, "lr": 9.619120654396729e-06, "objective/entropy": -2.4383678436279297, "objective/kl": 42.59381103515625, "objective/non_score_reward": -2.129690408706665, "objective/rlhf_reward": -10.51876163482666, "objective/scores": -0.5, "policy/approxkl_avg": 311.0433349609375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6015625, "step": 596, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.999363899230957 }, { "episode": 9568, "epoch": 0.057327054199470345, "loss/policy_avg": 0.4941880702972412, "lr": 9.618481595092026e-06, "objective/entropy": 94.06913757324219, "objective/kl": 44.376983642578125, "objective/non_score_reward": -2.2188491821289062, "objective/rlhf_reward": -10.875396728515625, "objective/scores": -0.5, "policy/approxkl_avg": 36.64936065673828, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.3056640625, "step": 597, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.996791958808899 }, { "episode": 9584, "epoch": 0.057422918838599894, "loss/policy_avg": 0.269217848777771, "lr": 9.617842535787323e-06, "objective/entropy": 140.2623291015625, "objective/kl": 48.70625305175781, "objective/non_score_reward": -2.4353127479553223, "objective/rlhf_reward": -9.74125051498413, "objective/scores": 0.0, "policy/approxkl_avg": 5.9949951171875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.435546875, "step": 598, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9980602264404297 }, { "episode": 9600, "epoch": 0.05751878347772944, "loss/policy_avg": 8.679291725158691, "lr": 9.617203476482618e-06, "objective/entropy": 132.02699279785156, "objective/kl": 40.58224868774414, "objective/non_score_reward": -2.0291123390197754, "objective/rlhf_reward": -10.116449356079102, "objective/scores": -0.5, "policy/approxkl_avg": 24.197277069091797, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.71875, "step": 599, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.996961236000061 }, { "episode": 9616, "epoch": 0.05761464811685899, "loss/policy_avg": 0.48320621252059937, "lr": 9.616564417177915e-06, "objective/entropy": -89.43022155761719, "objective/kl": 48.188594818115234, "objective/non_score_reward": -2.4094297885894775, "objective/rlhf_reward": -11.63771915435791, "objective/scores": -0.5, "policy/approxkl_avg": 58.32026672363281, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.51171875, "step": 600, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0011630058288574 }, { "episode": 9632, "epoch": 0.05771051275598854, "loss/policy_avg": 0.28722313046455383, "lr": 9.615925357873211e-06, "objective/entropy": 168.44546508789062, "objective/kl": 35.379539489746094, "objective/non_score_reward": -1.7689769268035889, "objective/rlhf_reward": -5.697305657950741, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 53.8581657409668, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.53515625, "step": 601, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9994373321533203 }, { "episode": 9648, "epoch": 0.05780637739511809, "loss/policy_avg": 4.71852445602417, "lr": 9.615286298568508e-06, "objective/entropy": 96.727294921875, "objective/kl": 45.9981689453125, "objective/non_score_reward": -2.2999086380004883, "objective/rlhf_reward": -11.199634552001953, "objective/scores": -0.5, "policy/approxkl_avg": 6.669649124145508, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5390625, "step": 602, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000046730041504 }, { "episode": 9664, "epoch": 0.05790224203424764, "loss/policy_avg": -0.060234591364860535, "lr": 9.614647239263805e-06, "objective/entropy": 9.793865203857422, "objective/kl": 26.792417526245117, "objective/non_score_reward": -1.3396209478378296, "objective/rlhf_reward": -3.9798818016923487, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 15.58694076538086, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.345703125, "step": 603, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0112948417663574 }, { "episode": 9680, "epoch": 0.05799810667337719, "loss/policy_avg": 0.44011878967285156, "lr": 9.6140081799591e-06, "objective/entropy": -27.098220825195312, "objective/kl": 40.550758361816406, "objective/non_score_reward": -2.0275378227233887, "objective/rlhf_reward": -8.110151290893555, "objective/scores": 0.0, "policy/approxkl_avg": 112.79510498046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.611328125, "step": 604, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9973044395446777 }, { "episode": 9696, "epoch": 0.058093971312506744, "loss/policy_avg": 0.1456628441810608, "lr": 9.613369120654397e-06, "objective/entropy": -26.12735366821289, "objective/kl": 35.541786193847656, "objective/non_score_reward": -1.777089238166809, "objective/rlhf_reward": -7.108356952667236, "objective/scores": 0.0, "policy/approxkl_avg": 17.542879104614258, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75390625, "step": 605, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982647895812988 }, { "episode": 9712, "epoch": 0.05818983595163629, "loss/policy_avg": 0.504492461681366, "lr": 9.612730061349694e-06, "objective/entropy": 101.26957702636719, "objective/kl": 54.091217041015625, "objective/non_score_reward": -2.7045607566833496, "objective/rlhf_reward": -12.818243026733398, "objective/scores": -0.5, "policy/approxkl_avg": 5.624460220336914, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.73828125, "step": 606, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9990702867507935 }, { "episode": 9728, "epoch": 0.05828570059076584, "loss/policy_avg": 0.21602584421634674, "lr": 9.612091002044991e-06, "objective/entropy": 148.65980529785156, "objective/kl": 45.02153778076172, "objective/non_score_reward": -2.2510766983032227, "objective/rlhf_reward": -9.00430679321289, "objective/scores": 0.0, "policy/approxkl_avg": 113.05381774902344, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4365234375, "step": 607, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9995574951171875 }, { "episode": 9744, "epoch": 0.05838156522989539, "loss/policy_avg": 0.29388415813446045, "lr": 9.611451942740288e-06, "objective/entropy": -23.157203674316406, "objective/kl": 37.21900177001953, "objective/non_score_reward": -1.860949993133545, "objective/rlhf_reward": -9.44379997253418, "objective/scores": -0.5, "policy/approxkl_avg": 77.32159423828125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5859375, "step": 608, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.001188278198242 }, { "episode": 9760, "epoch": 0.05847742986902494, "loss/policy_avg": 0.11250358074903488, "lr": 9.610812883435585e-06, "objective/entropy": 140.81295776367188, "objective/kl": 43.59325408935547, "objective/non_score_reward": -2.1796627044677734, "objective/rlhf_reward": -10.718650817871094, "objective/scores": -0.5, "policy/approxkl_avg": 3.5329480171203613, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.447265625, "step": 609, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0009548664093018 }, { "episode": 9776, "epoch": 0.05857329450815449, "loss/policy_avg": 0.10359665751457214, "lr": 9.61017382413088e-06, "objective/entropy": 14.696422576904297, "objective/kl": 47.55508041381836, "objective/non_score_reward": -2.3777542114257812, "objective/rlhf_reward": -7.388310613409553, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 1.9345924854278564, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.86328125, "step": 610, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 2.000143527984619 }, { "episode": 9792, "epoch": 0.05866915914728404, "loss/policy_avg": 1.0268946886062622, "lr": 9.609534764826177e-06, "objective/entropy": 26.149616241455078, "objective/kl": 43.42169189453125, "objective/non_score_reward": -2.1710846424102783, "objective/rlhf_reward": -10.684338569641113, "objective/scores": -0.5, "policy/approxkl_avg": 151.4269561767578, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.490234375, "step": 611, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9999128580093384 }, { "episode": 9808, "epoch": 0.05876502378641359, "loss/policy_avg": -0.3294616937637329, "lr": 9.608895705521472e-06, "objective/entropy": 127.65898895263672, "objective/kl": 51.51044845581055, "objective/non_score_reward": -2.5755224227905273, "objective/rlhf_reward": -12.30208969116211, "objective/scores": -0.5, "policy/approxkl_avg": 87.01832580566406, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.58203125, "step": 612, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.005786418914795 }, { "episode": 9824, "epoch": 0.058860888425543136, "loss/policy_avg": 0.2266431748867035, "lr": 9.608256646216769e-06, "objective/entropy": -102.50221252441406, "objective/kl": 53.019676208496094, "objective/non_score_reward": -2.6509838104248047, "objective/rlhf_reward": -9.153337101550445, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 187.98016357421875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4931640625, "step": 613, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.99696946144104 }, { "episode": 9840, "epoch": 0.058956753064672685, "loss/policy_avg": 0.6474194526672363, "lr": 9.607617586912066e-06, "objective/entropy": 235.2186279296875, "objective/kl": 45.518550872802734, "objective/non_score_reward": -2.2759275436401367, "objective/rlhf_reward": -7.278882022174905, "objective/scores": 0.4562071871080222, "policy/approxkl_avg": 28.18163299560547, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6640625, "step": 614, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.99918794631958 }, { "episode": 9856, "epoch": 0.05905261770380223, "loss/policy_avg": 0.3383353352546692, "lr": 9.606978527607363e-06, "objective/entropy": 129.2579803466797, "objective/kl": 42.21803283691406, "objective/non_score_reward": -2.110901355743408, "objective/rlhf_reward": -4.043605899810791, "objective/scores": 1.1, "policy/approxkl_avg": 5.800074577331543, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.75, "step": 615, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993865489959717 }, { "episode": 9872, "epoch": 0.05914848234293178, "loss/policy_avg": 0.5234297513961792, "lr": 9.60633946830266e-06, "objective/entropy": 128.2353973388672, "objective/kl": 50.82809829711914, "objective/non_score_reward": -2.541405200958252, "objective/rlhf_reward": -12.165620803833008, "objective/scores": -0.5, "policy/approxkl_avg": 77.38518524169922, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.41796875, "step": 616, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000047206878662 }, { "episode": 9888, "epoch": 0.05924434698206133, "loss/policy_avg": 0.5637346506118774, "lr": 9.605700408997955e-06, "objective/entropy": 32.960811614990234, "objective/kl": 47.912315368652344, "objective/non_score_reward": -2.395615816116333, "objective/rlhf_reward": -8.158631165226069, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 85.89846801757812, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4775390625, "step": 617, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9981329441070557 }, { "episode": 9904, "epoch": 0.05934021162119088, "loss/policy_avg": 0.29263371229171753, "lr": 9.605061349693252e-06, "objective/entropy": 91.35547637939453, "objective/kl": 29.78053092956543, "objective/non_score_reward": -1.4890265464782715, "objective/rlhf_reward": -4.008694956974919, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 66.5166244506836, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4091796875, "step": 618, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9947412014007568 }, { "episode": 9920, "epoch": 0.05943607626032043, "loss/policy_avg": 0.4225977063179016, "lr": 9.604422290388548e-06, "objective/entropy": -5.4639129638671875, "objective/kl": 39.38916015625, "objective/non_score_reward": -1.9694581031799316, "objective/rlhf_reward": -6.321573107448176, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 24.45441246032715, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.466796875, "step": 619, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9975175857543945 }, { "episode": 9936, "epoch": 0.05953194089944998, "loss/policy_avg": 0.4042114019393921, "lr": 9.603783231083845e-06, "objective/entropy": 7.100193023681641, "objective/kl": 36.405548095703125, "objective/non_score_reward": -1.820277214050293, "objective/rlhf_reward": -7.281109094619751, "objective/scores": 0.0, "policy/approxkl_avg": 46.96625518798828, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.779296875, "step": 620, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9974925518035889 }, { "episode": 9952, "epoch": 0.05962780553857953, "loss/policy_avg": 0.15426188707351685, "lr": 9.603144171779142e-06, "objective/entropy": -8.429317474365234, "objective/kl": 43.06403350830078, "objective/non_score_reward": -2.1532018184661865, "objective/rlhf_reward": -7.162208656878814, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 11.006355285644531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3974609375, "step": 621, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9989612102508545 }, { "episode": 9968, "epoch": 0.059723670177709076, "loss/policy_avg": 0.3110625445842743, "lr": 9.602505112474439e-06, "objective/entropy": 94.2621078491211, "objective/kl": 44.61369323730469, "objective/non_score_reward": -2.230684757232666, "objective/rlhf_reward": -5.999019299389097, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 6.9564127922058105, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.705078125, "step": 622, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0071253776550293 }, { "episode": 9984, "epoch": 0.059819534816838625, "loss/policy_avg": 4.126076698303223, "lr": 9.601866053169734e-06, "objective/entropy": 120.39205932617188, "objective/kl": 39.662933349609375, "objective/non_score_reward": -1.9831466674804688, "objective/rlhf_reward": -3.532586789131164, "objective/scores": 1.1, "policy/approxkl_avg": 2.544063091278076, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.62890625, "step": 623, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0069477558135986 }, { "episode": 10000, "epoch": 0.059915399455968174, "loss/policy_avg": 0.16749505698680878, "lr": 9.601226993865031e-06, "objective/entropy": 232.59893798828125, "objective/kl": 57.862274169921875, "objective/non_score_reward": -2.893113851547241, "objective/rlhf_reward": -13.572455406188965, "objective/scores": -0.5, "policy/approxkl_avg": 19.45920753479004, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.736328125, "step": 624, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9977095127105713 }, { "episode": 10016, "epoch": 0.06001126409509772, "loss/policy_avg": 0.1318892389535904, "lr": 9.600587934560328e-06, "objective/entropy": 79.07177734375, "objective/kl": 49.18446731567383, "objective/non_score_reward": -2.4592232704162598, "objective/rlhf_reward": -8.413061101635066, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 6.696374893188477, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4609375, "step": 625, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9964910745620728 }, { "episode": 10032, "epoch": 0.06010712873422727, "loss/policy_avg": 0.01355069875717163, "lr": 9.599948875255625e-06, "objective/entropy": 127.10783386230469, "objective/kl": 41.830116271972656, "objective/non_score_reward": -2.091505765914917, "objective/rlhf_reward": -6.885070445950388, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 4.951809406280518, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.404296875, "step": 626, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0029428005218506 }, { "episode": 10048, "epoch": 0.06020299337335682, "loss/policy_avg": 0.050556108355522156, "lr": 9.599309815950922e-06, "objective/entropy": 201.34024047851562, "objective/kl": 47.595428466796875, "objective/non_score_reward": -2.3797712326049805, "objective/rlhf_reward": -9.51908528804779, "objective/scores": 0.0, "policy/approxkl_avg": 108.17556762695312, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.583984375, "step": 627, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.011460542678833 }, { "episode": 10064, "epoch": 0.06029885801248637, "loss/policy_avg": -0.029277600347995758, "lr": 9.598670756646217e-06, "objective/entropy": -19.550357818603516, "objective/kl": 42.81761932373047, "objective/non_score_reward": -2.140881061553955, "objective/rlhf_reward": -7.082571628506541, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 26.876096725463867, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.52734375, "step": 628, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9979857206344604 }, { "episode": 10080, "epoch": 0.06039472265161592, "loss/policy_avg": 0.8738146424293518, "lr": 9.598031697341514e-06, "objective/entropy": 128.0510711669922, "objective/kl": 39.39387130737305, "objective/non_score_reward": -1.969693660736084, "objective/rlhf_reward": -9.87877368927002, "objective/scores": -0.5, "policy/approxkl_avg": 52.67377471923828, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.501953125, "step": 629, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9967011213302612 }, { "episode": 10096, "epoch": 0.06049058729074547, "loss/policy_avg": 0.1045270562171936, "lr": 9.59739263803681e-06, "objective/entropy": 197.73403930664062, "objective/kl": 49.12194061279297, "objective/non_score_reward": -2.45609712600708, "objective/rlhf_reward": -7.876977275090153, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 21.36578369140625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.59765625, "step": 630, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.009080171585083 }, { "episode": 10112, "epoch": 0.06058645192987502, "loss/policy_avg": 0.22648468613624573, "lr": 9.596753578732108e-06, "objective/entropy": -114.70201110839844, "objective/kl": 30.594161987304688, "objective/non_score_reward": -1.5297081470489502, "objective/rlhf_reward": -6.11883282661438, "objective/scores": 0.0, "policy/approxkl_avg": 39.865116119384766, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.603515625, "step": 631, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99720299243927 }, { "episode": 10128, "epoch": 0.060682316569004566, "loss/policy_avg": 0.38777509331703186, "lr": 9.596114519427405e-06, "objective/entropy": 67.81834411621094, "objective/kl": 53.22407531738281, "objective/non_score_reward": -2.6612038612365723, "objective/rlhf_reward": -12.644815444946289, "objective/scores": -0.5, "policy/approxkl_avg": 70.54733276367188, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.654296875, "step": 632, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000068187713623 }, { "episode": 10144, "epoch": 0.060778181208134115, "loss/policy_avg": 0.16470590233802795, "lr": 9.595475460122701e-06, "objective/entropy": 163.7096710205078, "objective/kl": 42.381324768066406, "objective/non_score_reward": -2.1190662384033203, "objective/rlhf_reward": -7.134630015402465, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 49.23904800415039, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.515625, "step": 633, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9990718364715576 }, { "episode": 10160, "epoch": 0.060874045847263664, "loss/policy_avg": 0.05951453745365143, "lr": 9.594836400817997e-06, "objective/entropy": 197.98974609375, "objective/kl": 42.54900360107422, "objective/non_score_reward": -2.1274502277374268, "objective/rlhf_reward": -10.509800910949707, "objective/scores": -0.5, "policy/approxkl_avg": 8.556913375854492, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.578125, "step": 634, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001404047012329 }, { "episode": 10176, "epoch": 0.06096991048639321, "loss/policy_avg": 0.06633798778057098, "lr": 9.594197341513293e-06, "objective/entropy": 19.799213409423828, "objective/kl": 43.157569885253906, "objective/non_score_reward": -2.1578786373138428, "objective/rlhf_reward": -8.63151478767395, "objective/scores": 0.0, "policy/approxkl_avg": 144.175048828125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.58984375, "step": 635, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9999399185180664 }, { "episode": 10192, "epoch": 0.06106577512552276, "loss/policy_avg": 0.5394022464752197, "lr": 9.593558282208589e-06, "objective/entropy": -21.35447120666504, "objective/kl": 43.028507232666016, "objective/non_score_reward": -2.151425361633301, "objective/rlhf_reward": -10.605701446533203, "objective/scores": -0.5, "policy/approxkl_avg": 48.328895568847656, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.595703125, "step": 636, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997023105621338 }, { "episode": 10208, "epoch": 0.06116163976465231, "loss/policy_avg": 0.3087373971939087, "lr": 9.592919222903886e-06, "objective/entropy": 143.51153564453125, "objective/kl": 44.73971939086914, "objective/non_score_reward": -2.236985683441162, "objective/rlhf_reward": -10.947942733764648, "objective/scores": -0.5, "policy/approxkl_avg": 24.09835433959961, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.583984375, "step": 637, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.996269941329956 }, { "episode": 10224, "epoch": 0.06125750440378186, "loss/policy_avg": 0.08359929919242859, "lr": 9.592280163599182e-06, "objective/entropy": 83.88134765625, "objective/kl": 27.66678237915039, "objective/non_score_reward": -1.3833391666412354, "objective/rlhf_reward": -5.533356785774231, "objective/scores": 0.0, "policy/approxkl_avg": 118.91204833984375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.59375, "step": 638, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9976441860198975 }, { "episode": 10240, "epoch": 0.06135336904291141, "loss/policy_avg": 0.33437931537628174, "lr": 9.59164110429448e-06, "objective/entropy": 81.66073608398438, "objective/kl": 42.31568908691406, "objective/non_score_reward": -2.1157844066619873, "objective/rlhf_reward": -7.039305646617976, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 12.253518104553223, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.2958984375, "step": 639, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9980757236480713 }, { "episode": 10256, "epoch": 0.06144923368204096, "loss/policy_avg": 0.8385659456253052, "lr": 9.591002044989776e-06, "objective/entropy": 17.857593536376953, "objective/kl": 34.342498779296875, "objective/non_score_reward": -1.7171249389648438, "objective/rlhf_reward": -8.868499755859375, "objective/scores": -0.5, "policy/approxkl_avg": 148.35433959960938, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.541015625, "step": 640, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0003573894500732 }, { "episode": 10272, "epoch": 0.061545098321170506, "loss/policy_avg": 0.10360659658908844, "lr": 9.590362985685071e-06, "objective/entropy": 182.46246337890625, "objective/kl": 49.80595397949219, "objective/non_score_reward": -2.490297794342041, "objective/rlhf_reward": -11.961191177368164, "objective/scores": -0.5, "policy/approxkl_avg": 22.64073944091797, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.796875, "step": 641, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0005903244018555 }, { "episode": 10288, "epoch": 0.061640962960300055, "loss/policy_avg": 0.605118989944458, "lr": 9.589723926380368e-06, "objective/entropy": 131.2631378173828, "objective/kl": 50.88385772705078, "objective/non_score_reward": -2.5441927909851074, "objective/rlhf_reward": -8.817521536086483, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 16.61669921875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4345703125, "step": 642, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9990119934082031 }, { "episode": 10304, "epoch": 0.061736827599429604, "loss/policy_avg": 0.24426089227199554, "lr": 9.589084867075665e-06, "objective/entropy": 80.13182067871094, "objective/kl": 54.13704299926758, "objective/non_score_reward": -2.7068519592285156, "objective/rlhf_reward": -12.827407836914062, "objective/scores": -0.5, "policy/approxkl_avg": 17.57849884033203, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4326171875, "step": 643, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9961745738983154 }, { "episode": 10320, "epoch": 0.06183269223855915, "loss/policy_avg": 0.12039253860712051, "lr": 9.588445807770962e-06, "objective/entropy": 219.00091552734375, "objective/kl": 27.824764251708984, "objective/non_score_reward": -1.3912383317947388, "objective/rlhf_reward": -4.049181544574436, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 191.24160766601562, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8515625, "step": 644, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0041441917419434 }, { "episode": 10336, "epoch": 0.0619285568776887, "loss/policy_avg": 0.7645555734634399, "lr": 9.587806748466259e-06, "objective/entropy": 186.13551330566406, "objective/kl": 60.495948791503906, "objective/non_score_reward": -3.0247974395751953, "objective/rlhf_reward": -14.099189758300781, "objective/scores": -0.5, "policy/approxkl_avg": 286.13507080078125, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.63671875, "step": 645, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.994465708732605 }, { "episode": 10352, "epoch": 0.06202442151681825, "loss/policy_avg": 0.5267387628555298, "lr": 9.587167689161556e-06, "objective/entropy": 120.89801788330078, "objective/kl": 46.46590805053711, "objective/non_score_reward": -2.3232955932617188, "objective/rlhf_reward": -11.293182373046875, "objective/scores": -0.5, "policy/approxkl_avg": 31.699556350708008, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.587890625, "step": 646, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9987261295318604 }, { "episode": 10368, "epoch": 0.0621202861559478, "loss/policy_avg": 1.7349122762680054, "lr": 9.586528629856851e-06, "objective/entropy": 137.45834350585938, "objective/kl": 54.72475051879883, "objective/non_score_reward": -2.7362375259399414, "objective/rlhf_reward": -10.944950342178345, "objective/scores": 0.0, "policy/approxkl_avg": 15.560152053833008, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.501953125, "step": 647, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0040972232818604 }, { "episode": 10384, "epoch": 0.06221615079507735, "loss/policy_avg": 1.7710604667663574, "lr": 9.585889570552148e-06, "objective/entropy": 69.20938110351562, "objective/kl": 28.258338928222656, "objective/non_score_reward": -1.4129170179367065, "objective/rlhf_reward": -3.251668310165405, "objective/scores": 0.6, "policy/approxkl_avg": 12.532756805419922, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.57421875, "step": 648, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.99672532081604 }, { "episode": 10400, "epoch": 0.0623120154342069, "loss/policy_avg": -0.4587554633617401, "lr": 9.585250511247445e-06, "objective/entropy": 118.23152160644531, "objective/kl": 41.172386169433594, "objective/non_score_reward": -2.058619260787964, "objective/rlhf_reward": -8.234476923942566, "objective/scores": 0.0, "policy/approxkl_avg": 10.415938377380371, "policy/clipfrac_avg": 2.0, "policy/entropy_avg": 0.619140625, "step": 649, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0050253868103027 }, { "episode": 10416, "epoch": 0.06240788007333645, "loss/policy_avg": 0.05152188241481781, "lr": 9.584611451942742e-06, "objective/entropy": 111.10828399658203, "objective/kl": 60.79473876953125, "objective/non_score_reward": -3.0397372245788574, "objective/rlhf_reward": -12.158948183059692, "objective/scores": 0.0, "policy/approxkl_avg": 2.2168221473693848, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.71875, "step": 650, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0011370182037354 }, { "episode": 10432, "epoch": 0.062503744712466, "loss/policy_avg": 0.1416802853345871, "lr": 9.583972392638038e-06, "objective/entropy": 53.75664520263672, "objective/kl": 48.958587646484375, "objective/non_score_reward": -2.4479293823242188, "objective/rlhf_reward": -11.791717529296875, "objective/scores": -0.5, "policy/approxkl_avg": 49.57497024536133, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.68359375, "step": 651, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000466823577881 }, { "episode": 10448, "epoch": 0.06259960935159554, "loss/policy_avg": 0.2908247709274292, "lr": 9.583333333333335e-06, "objective/entropy": -30.46204376220703, "objective/kl": 38.81657791137695, "objective/non_score_reward": -1.940828800201416, "objective/rlhf_reward": -7.763315439224243, "objective/scores": 0.0, "policy/approxkl_avg": 25.528799057006836, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.658203125, "step": 652, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997721791267395 }, { "episode": 10464, "epoch": 0.0626954739907251, "loss/policy_avg": 0.5172910094261169, "lr": 9.58269427402863e-06, "objective/entropy": 86.23279571533203, "objective/kl": 44.31052017211914, "objective/non_score_reward": -2.2155261039733887, "objective/rlhf_reward": -10.862104415893555, "objective/scores": -0.5, "policy/approxkl_avg": 14.40749740600586, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.634765625, "step": 653, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0023417472839355 }, { "episode": 10480, "epoch": 0.06279133862985464, "loss/policy_avg": 0.39073634147644043, "lr": 9.582055214723927e-06, "objective/entropy": 100.01063537597656, "objective/kl": 47.22362518310547, "objective/non_score_reward": -2.3611814975738525, "objective/rlhf_reward": -11.44472599029541, "objective/scores": -0.5, "policy/approxkl_avg": 60.52268981933594, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.2978515625, "step": 654, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.997495412826538 }, { "episode": 10496, "epoch": 0.0628872032689842, "loss/policy_avg": 1.133047342300415, "lr": 9.581416155419224e-06, "objective/entropy": 159.82931518554688, "objective/kl": 40.75773620605469, "objective/non_score_reward": -2.03788685798645, "objective/rlhf_reward": -10.151546478271484, "objective/scores": -0.5, "policy/approxkl_avg": 3.9608802795410156, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4453125, "step": 655, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0015578269958496 }, { "episode": 10512, "epoch": 0.06298306790811374, "loss/policy_avg": 0.22243613004684448, "lr": 9.58077709611452e-06, "objective/entropy": 223.8974609375, "objective/kl": 48.50587463378906, "objective/non_score_reward": -2.4252936840057373, "objective/rlhf_reward": -9.701175212860107, "objective/scores": 0.0, "policy/approxkl_avg": 93.94710540771484, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.685546875, "step": 656, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9992177486419678 }, { "episode": 10528, "epoch": 0.0630789325472433, "loss/policy_avg": 0.3326851725578308, "lr": 9.580138036809816e-06, "objective/entropy": 55.81219482421875, "objective/kl": 50.48834228515625, "objective/non_score_reward": -2.5244171619415283, "objective/rlhf_reward": -10.097668766975403, "objective/scores": 0.0, "policy/approxkl_avg": 73.96626281738281, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.728515625, "step": 657, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.999157190322876 }, { "episode": 10544, "epoch": 0.06317479718637284, "loss/policy_avg": 0.05004708841443062, "lr": 9.579498977505113e-06, "objective/entropy": -11.130489349365234, "objective/kl": 46.011192321777344, "objective/non_score_reward": -2.3005595207214355, "objective/rlhf_reward": -7.842988455031795, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 15.272626876831055, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4716796875, "step": 658, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0058817863464355 }, { "episode": 10560, "epoch": 0.0632706618255024, "loss/policy_avg": 0.08118234574794769, "lr": 9.57885991820041e-06, "objective/entropy": 146.0076904296875, "objective/kl": 45.32005310058594, "objective/non_score_reward": -2.266002655029297, "objective/rlhf_reward": -11.064010620117188, "objective/scores": -0.5, "policy/approxkl_avg": 2.8377790451049805, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6015625, "step": 659, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.000117778778076 }, { "episode": 10576, "epoch": 0.06336652646463194, "loss/policy_avg": 1.6007329225540161, "lr": 9.578220858895705e-06, "objective/entropy": 198.6329345703125, "objective/kl": 42.26470947265625, "objective/non_score_reward": -2.1132352352142334, "objective/rlhf_reward": -6.505530188755925, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 30.21502685546875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.595703125, "step": 660, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.00093150138855 }, { "episode": 10592, "epoch": 0.06346239110376149, "loss/policy_avg": 1.8413606882095337, "lr": 9.577581799591002e-06, "objective/entropy": -39.25248718261719, "objective/kl": 46.20891571044922, "objective/non_score_reward": -2.31044602394104, "objective/rlhf_reward": -11.24178409576416, "objective/scores": -0.5, "policy/approxkl_avg": 25.374454498291016, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.498046875, "step": 661, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000864028930664 }, { "episode": 10608, "epoch": 0.06355825574289103, "loss/policy_avg": 0.3250480890274048, "lr": 9.576942740286299e-06, "objective/entropy": -94.04759216308594, "objective/kl": 49.534393310546875, "objective/non_score_reward": -2.476719617843628, "objective/rlhf_reward": -9.906878232955933, "objective/scores": 0.0, "policy/approxkl_avg": 8.400192260742188, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.501953125, "step": 662, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0018579959869385 }, { "episode": 10624, "epoch": 0.06365412038202059, "loss/policy_avg": 0.25218451023101807, "lr": 9.576303680981596e-06, "objective/entropy": -9.278493881225586, "objective/kl": 31.44525146484375, "objective/non_score_reward": -1.5722625255584717, "objective/rlhf_reward": -4.732790796962336, "objective/scores": 0.38906482631788786, "policy/approxkl_avg": 11.464608192443848, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.46875, "step": 663, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9993681907653809 }, { "episode": 10640, "epoch": 0.06374998502115013, "loss/policy_avg": 0.17636987566947937, "lr": 9.575664621676893e-06, "objective/entropy": 200.01724243164062, "objective/kl": 42.763118743896484, "objective/non_score_reward": -2.138155937194824, "objective/rlhf_reward": -10.552623748779297, "objective/scores": -0.5, "policy/approxkl_avg": 1.643232822418213, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.68359375, "step": 664, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.008737802505493 }, { "episode": 10656, "epoch": 0.06384584966027969, "loss/policy_avg": -0.019399195909500122, "lr": 9.57502556237219e-06, "objective/entropy": 132.64715576171875, "objective/kl": 49.362979888916016, "objective/non_score_reward": -2.468149185180664, "objective/rlhf_reward": -11.872596740722656, "objective/scores": -0.5, "policy/approxkl_avg": 35.51764678955078, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4716796875, "step": 665, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0008597373962402 }, { "episode": 10672, "epoch": 0.06394171429940923, "loss/policy_avg": 1.0311392545700073, "lr": 9.574386503067485e-06, "objective/entropy": 46.73440170288086, "objective/kl": 34.47108459472656, "objective/non_score_reward": -1.7235543727874756, "objective/rlhf_reward": -6.894217133522034, "objective/scores": 0.0, "policy/approxkl_avg": 73.97438049316406, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.650390625, "step": 666, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.001150608062744 }, { "episode": 10688, "epoch": 0.06403757893853879, "loss/policy_avg": 0.47999733686447144, "lr": 9.573747443762782e-06, "objective/entropy": -65.0555419921875, "objective/kl": 27.064815521240234, "objective/non_score_reward": -1.353240966796875, "objective/rlhf_reward": -5.412964165210724, "objective/scores": 0.0, "policy/approxkl_avg": 32.14912796020508, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.66015625, "step": 667, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9980639219284058 }, { "episode": 10704, "epoch": 0.06413344357766833, "loss/policy_avg": 0.1448586881160736, "lr": 9.573108384458079e-06, "objective/entropy": 5.8227996826171875, "objective/kl": 44.61048126220703, "objective/non_score_reward": -2.2305238246917725, "objective/rlhf_reward": -10.92209529876709, "objective/scores": -0.5, "policy/approxkl_avg": 188.19000244140625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6640625, "step": 668, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998194694519043 }, { "episode": 10720, "epoch": 0.06422930821679788, "loss/policy_avg": 0.22846150398254395, "lr": 9.572469325153375e-06, "objective/entropy": -141.0145263671875, "objective/kl": 34.947044372558594, "objective/non_score_reward": -1.747352123260498, "objective/rlhf_reward": -8.989408493041992, "objective/scores": -0.5, "policy/approxkl_avg": 22.358154296875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6328125, "step": 669, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9974150657653809 }, { "episode": 10736, "epoch": 0.06432517285592743, "loss/policy_avg": 0.6482763290405273, "lr": 9.571830265848672e-06, "objective/entropy": 133.55731201171875, "objective/kl": 43.53638458251953, "objective/non_score_reward": -2.176819324493408, "objective/rlhf_reward": -4.307277536392212, "objective/scores": 1.1, "policy/approxkl_avg": 86.96247863769531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.62109375, "step": 670, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9970569610595703 }, { "episode": 10752, "epoch": 0.06442103749505698, "loss/policy_avg": 0.31093263626098633, "lr": 9.571191206543968e-06, "objective/entropy": 59.441810607910156, "objective/kl": 46.33723449707031, "objective/non_score_reward": -2.316861629486084, "objective/rlhf_reward": -7.888844587890011, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 26.443016052246094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.638671875, "step": 671, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.999953031539917 }, { "episode": 10768, "epoch": 0.06451690213418652, "loss/policy_avg": 1.3164701461791992, "lr": 9.570552147239264e-06, "objective/entropy": 171.2152099609375, "objective/kl": 29.308670043945312, "objective/non_score_reward": -1.4654334783554077, "objective/rlhf_reward": -4.502484047149105, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 79.94940948486328, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.638671875, "step": 672, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9979584217071533 }, { "episode": 10784, "epoch": 0.06461276677331608, "loss/policy_avg": 0.07863028347492218, "lr": 9.569913087934561e-06, "objective/entropy": 164.44989013671875, "objective/kl": 39.448951721191406, "objective/non_score_reward": -1.972447395324707, "objective/rlhf_reward": -7.889789819717407, "objective/scores": 0.0, "policy/approxkl_avg": 50.970458984375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6875, "step": 673, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9985225200653076 }, { "episode": 10800, "epoch": 0.06470863141244562, "loss/policy_avg": 0.10430300980806351, "lr": 9.569274028629858e-06, "objective/entropy": 84.69925689697266, "objective/kl": 36.72293472290039, "objective/non_score_reward": -1.8361468315124512, "objective/rlhf_reward": -7.344587206840515, "objective/scores": 0.0, "policy/approxkl_avg": 122.58232116699219, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.625, "step": 674, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9983776807785034 }, { "episode": 10816, "epoch": 0.06480449605157518, "loss/policy_avg": 0.4454188644886017, "lr": 9.568634969325155e-06, "objective/entropy": 64.41371154785156, "objective/kl": 49.93177795410156, "objective/non_score_reward": -2.496588706970215, "objective/rlhf_reward": -11.98635482788086, "objective/scores": -0.5, "policy/approxkl_avg": 48.835880279541016, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.591796875, "step": 675, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982514381408691 }, { "episode": 10832, "epoch": 0.06490036069070472, "loss/policy_avg": 0.5164119005203247, "lr": 9.567995910020452e-06, "objective/entropy": 67.62659454345703, "objective/kl": 37.88905715942383, "objective/non_score_reward": -1.8944528102874756, "objective/rlhf_reward": -9.577811241149902, "objective/scores": -0.5, "policy/approxkl_avg": 22.208919525146484, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.66796875, "step": 676, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9954957962036133 }, { "episode": 10848, "epoch": 0.06499622532983428, "loss/policy_avg": 0.35832202434539795, "lr": 9.567356850715747e-06, "objective/entropy": -25.133766174316406, "objective/kl": 46.228153228759766, "objective/non_score_reward": -2.3114078044891357, "objective/rlhf_reward": -11.245631217956543, "objective/scores": -0.5, "policy/approxkl_avg": 19.48291778564453, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.55078125, "step": 677, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9990386962890625 }, { "episode": 10864, "epoch": 0.06509208996896382, "loss/policy_avg": 0.2558044195175171, "lr": 9.566717791411044e-06, "objective/entropy": -49.5452995300293, "objective/kl": 25.26848602294922, "objective/non_score_reward": -1.2634243965148926, "objective/rlhf_reward": -7.05369758605957, "objective/scores": -0.5, "policy/approxkl_avg": 137.56399536132812, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.712890625, "step": 678, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9979135990142822 }, { "episode": 10880, "epoch": 0.06518795460809337, "loss/policy_avg": 0.33528435230255127, "lr": 9.56607873210634e-06, "objective/entropy": 82.0921630859375, "objective/kl": 45.25497817993164, "objective/non_score_reward": -2.262749195098877, "objective/rlhf_reward": -9.05099630355835, "objective/scores": 0.0, "policy/approxkl_avg": 141.86026000976562, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.51171875, "step": 679, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9980320930480957 }, { "episode": 10896, "epoch": 0.06528381924722292, "loss/policy_avg": 0.26595377922058105, "lr": 9.565439672801636e-06, "objective/entropy": -16.28606414794922, "objective/kl": 39.699378967285156, "objective/non_score_reward": -1.984969139099121, "objective/rlhf_reward": -9.939876556396484, "objective/scores": -0.5, "policy/approxkl_avg": 30.83110237121582, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.365234375, "step": 680, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9976716041564941 }, { "episode": 10912, "epoch": 0.06537968388635247, "loss/policy_avg": -0.07005812227725983, "lr": 9.564800613496933e-06, "objective/entropy": 196.90921020507812, "objective/kl": 35.69910430908203, "objective/non_score_reward": -1.7849552631378174, "objective/rlhf_reward": -7.1398210525512695, "objective/scores": 0.0, "policy/approxkl_avg": 10.183989524841309, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.6015625, "step": 681, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.000659942626953 }, { "episode": 10928, "epoch": 0.06547554852548201, "loss/policy_avg": 0.34592947363853455, "lr": 9.56416155419223e-06, "objective/entropy": 93.98797607421875, "objective/kl": 45.66193771362305, "objective/non_score_reward": -2.2830967903137207, "objective/rlhf_reward": -7.009680690542732, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 25.68501091003418, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7421875, "step": 682, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9988491535186768 }, { "episode": 10944, "epoch": 0.06557141316461157, "loss/policy_avg": 0.3599075675010681, "lr": 9.563522494887527e-06, "objective/entropy": 115.81468200683594, "objective/kl": 45.09308624267578, "objective/non_score_reward": -2.2546539306640625, "objective/rlhf_reward": -11.01861572265625, "objective/scores": -0.5, "policy/approxkl_avg": 92.67312622070312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4169921875, "step": 683, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9991455078125 }, { "episode": 10960, "epoch": 0.06566727780374111, "loss/policy_avg": 0.701302170753479, "lr": 9.562883435582822e-06, "objective/entropy": 143.72076416015625, "objective/kl": 54.24695587158203, "objective/non_score_reward": -2.712347984313965, "objective/rlhf_reward": -10.84939169883728, "objective/scores": 0.0, "policy/approxkl_avg": 46.84626007080078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.46875, "step": 684, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998202919960022 }, { "episode": 10976, "epoch": 0.06576314244287067, "loss/policy_avg": 0.5290093421936035, "lr": 9.562244376278119e-06, "objective/entropy": 43.091392517089844, "objective/kl": 35.95604705810547, "objective/non_score_reward": -1.7978023290634155, "objective/rlhf_reward": -7.191209495067596, "objective/scores": 0.0, "policy/approxkl_avg": 11.957923889160156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.60546875, "step": 685, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0012266635894775 }, { "episode": 10992, "epoch": 0.06585900708200021, "loss/policy_avg": 0.10781164467334747, "lr": 9.561605316973416e-06, "objective/entropy": -93.17870330810547, "objective/kl": 40.609893798828125, "objective/non_score_reward": -2.0304946899414062, "objective/rlhf_reward": -10.121978759765625, "objective/scores": -0.5, "policy/approxkl_avg": 2.1215343475341797, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.578125, "step": 686, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0011990070343018 }, { "episode": 11008, "epoch": 0.06595487172112977, "loss/policy_avg": 1.0219621658325195, "lr": 9.560966257668713e-06, "objective/entropy": -3.830078125, "objective/kl": 50.50682067871094, "objective/non_score_reward": -2.5253407955169678, "objective/rlhf_reward": -10.10136342048645, "objective/scores": 0.0, "policy/approxkl_avg": 47.36224365234375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.60546875, "step": 687, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9977154731750488 }, { "episode": 11024, "epoch": 0.06605073636025931, "loss/policy_avg": 0.062187694013118744, "lr": 9.56032719836401e-06, "objective/entropy": 54.81780242919922, "objective/kl": 54.68252182006836, "objective/non_score_reward": -2.734126091003418, "objective/rlhf_reward": -10.936504244804382, "objective/scores": 0.0, "policy/approxkl_avg": 5.563399314880371, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3525390625, "step": 688, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000232696533203 }, { "episode": 11040, "epoch": 0.06614660099938886, "loss/policy_avg": 0.7583179473876953, "lr": 9.559688139059306e-06, "objective/entropy": 27.036727905273438, "objective/kl": 58.335323333740234, "objective/non_score_reward": -2.91676664352417, "objective/rlhf_reward": -13.66706657409668, "objective/scores": -0.5, "policy/approxkl_avg": 115.37298583984375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.630859375, "step": 689, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.994452953338623 }, { "episode": 11056, "epoch": 0.0662424656385184, "loss/policy_avg": 0.4621831774711609, "lr": 9.559049079754601e-06, "objective/entropy": 100.6329345703125, "objective/kl": 37.904075622558594, "objective/non_score_reward": -1.8952038288116455, "objective/rlhf_reward": -7.5808151960372925, "objective/scores": 0.0, "policy/approxkl_avg": 7.872805118560791, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.46484375, "step": 690, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998521327972412 }, { "episode": 11072, "epoch": 0.06633833027764796, "loss/policy_avg": 0.5286589860916138, "lr": 9.558410020449898e-06, "objective/entropy": 28.099346160888672, "objective/kl": 43.15637969970703, "objective/non_score_reward": -2.1578190326690674, "objective/rlhf_reward": -8.631276488304138, "objective/scores": 0.0, "policy/approxkl_avg": 24.823148727416992, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.646484375, "step": 691, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0005221366882324 }, { "episode": 11088, "epoch": 0.06643419491677752, "loss/policy_avg": -0.19969536364078522, "lr": 9.557770961145195e-06, "objective/entropy": 118.29563903808594, "objective/kl": 53.327049255371094, "objective/non_score_reward": -2.6663525104522705, "objective/rlhf_reward": -10.665409803390503, "objective/scores": 0.0, "policy/approxkl_avg": 2.6854915618896484, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.5, "step": 692, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.002560615539551 }, { "episode": 11104, "epoch": 0.06653005955590706, "loss/policy_avg": -0.4247640371322632, "lr": 9.557131901840492e-06, "objective/entropy": -71.97764587402344, "objective/kl": 26.226512908935547, "objective/non_score_reward": -1.3113257884979248, "objective/rlhf_reward": -7.245303153991699, "objective/scores": -0.5, "policy/approxkl_avg": 123.49911499023438, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.3984375, "step": 693, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.034991979598999 }, { "episode": 11120, "epoch": 0.06662592419503661, "loss/policy_avg": 1.5854076147079468, "lr": 9.556492842535789e-06, "objective/entropy": -111.44104766845703, "objective/kl": 33.5144157409668, "objective/non_score_reward": -1.6757209300994873, "objective/rlhf_reward": -6.702884018421173, "objective/scores": 0.0, "policy/approxkl_avg": 30.64876937866211, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4697265625, "step": 694, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0084142684936523 }, { "episode": 11136, "epoch": 0.06672178883416616, "loss/policy_avg": 0.8775092959403992, "lr": 9.555853783231084e-06, "objective/entropy": 85.61629486083984, "objective/kl": 51.17097091674805, "objective/non_score_reward": -2.55854868888855, "objective/rlhf_reward": -12.2341947555542, "objective/scores": -0.5, "policy/approxkl_avg": 3.5744009017944336, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.755859375, "step": 695, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000871419906616 }, { "episode": 11152, "epoch": 0.06681765347329571, "loss/policy_avg": 0.7041283845901489, "lr": 9.555214723926381e-06, "objective/entropy": 94.05027770996094, "objective/kl": 56.83818817138672, "objective/non_score_reward": -2.841909408569336, "objective/rlhf_reward": -9.886685254986643, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 319.5308837890625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4013671875, "step": 696, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9966342449188232 }, { "episode": 11168, "epoch": 0.06691351811242525, "loss/policy_avg": 0.2705743610858917, "lr": 9.554575664621678e-06, "objective/entropy": 115.7253189086914, "objective/kl": 46.57780456542969, "objective/non_score_reward": -2.328890323638916, "objective/rlhf_reward": -9.315561175346375, "objective/scores": 0.0, "policy/approxkl_avg": 53.3902587890625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5703125, "step": 697, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9985805749893188 }, { "episode": 11184, "epoch": 0.06700938275155481, "loss/policy_avg": -0.02218908816576004, "lr": 9.553936605316975e-06, "objective/entropy": -139.7073516845703, "objective/kl": 38.22663879394531, "objective/non_score_reward": -1.9113318920135498, "objective/rlhf_reward": -9.6453275680542, "objective/scores": -0.5, "policy/approxkl_avg": 5.588433265686035, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.677734375, "step": 698, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0038301944732666 }, { "episode": 11200, "epoch": 0.06710524739068435, "loss/policy_avg": 0.18402889370918274, "lr": 9.553297546012272e-06, "objective/entropy": -16.68351936340332, "objective/kl": 58.843841552734375, "objective/non_score_reward": -2.9421918392181396, "objective/rlhf_reward": -10.287814977581858, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 80.47232055664062, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.607421875, "step": 699, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982250928878784 }, { "episode": 11216, "epoch": 0.06720111202981391, "loss/policy_avg": 0.25904542207717896, "lr": 9.552658486707569e-06, "objective/entropy": -128.37562561035156, "objective/kl": 25.527950286865234, "objective/non_score_reward": -1.276397466659546, "objective/rlhf_reward": -7.105590343475342, "objective/scores": -0.5, "policy/approxkl_avg": 104.87876892089844, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5859375, "step": 700, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.996747612953186 }, { "episode": 11232, "epoch": 0.06729697666894345, "loss/policy_avg": 0.0923709124326706, "lr": 9.552019427402864e-06, "objective/entropy": 68.89668273925781, "objective/kl": 44.4783821105957, "objective/non_score_reward": -2.223918914794922, "objective/rlhf_reward": -6.772969903723274, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 6.916808128356934, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.53125, "step": 701, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9992003440856934 }, { "episode": 11248, "epoch": 0.067392841308073, "loss/policy_avg": 0.13767802715301514, "lr": 9.55138036809816e-06, "objective/entropy": 46.92123031616211, "objective/kl": 56.957984924316406, "objective/non_score_reward": -2.8478994369506836, "objective/rlhf_reward": -13.391597747802734, "objective/scores": -0.5, "policy/approxkl_avg": 40.40083312988281, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.630859375, "step": 702, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9975297451019287 }, { "episode": 11264, "epoch": 0.06748870594720255, "loss/policy_avg": 0.08943480253219604, "lr": 9.550741308793456e-06, "objective/entropy": 140.6097412109375, "objective/kl": 43.77709197998047, "objective/non_score_reward": -2.188854694366455, "objective/rlhf_reward": -8.75541877746582, "objective/scores": 0.0, "policy/approxkl_avg": 59.292110443115234, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.685546875, "step": 703, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0093445777893066 }, { "episode": 11280, "epoch": 0.0675845705863321, "loss/policy_avg": 0.38621076941490173, "lr": 9.550102249488753e-06, "objective/entropy": 155.836669921875, "objective/kl": 44.188323974609375, "objective/non_score_reward": -2.209416389465332, "objective/rlhf_reward": -6.890253852086003, "objective/scores": 0.4868528072345416, "policy/approxkl_avg": 29.918373107910156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.546875, "step": 704, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0005943775177 }, { "episode": 11296, "epoch": 0.06768043522546165, "loss/policy_avg": -0.12805494666099548, "lr": 9.54946319018405e-06, "objective/entropy": 221.62393188476562, "objective/kl": 56.21504211425781, "objective/non_score_reward": -2.8107521533966064, "objective/rlhf_reward": -11.243008494377136, "objective/scores": 0.0, "policy/approxkl_avg": 191.72616577148438, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.662109375, "step": 705, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.001768112182617 }, { "episode": 11312, "epoch": 0.0677762998645912, "loss/policy_avg": 0.2601160407066345, "lr": 9.548824130879346e-06, "objective/entropy": 140.55947875976562, "objective/kl": 41.73223114013672, "objective/non_score_reward": -2.086611747741699, "objective/rlhf_reward": -10.346446990966797, "objective/scores": -0.5, "policy/approxkl_avg": 14.087754249572754, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.45703125, "step": 706, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9962522983551025 }, { "episode": 11328, "epoch": 0.06787216450372074, "loss/policy_avg": 0.41686347126960754, "lr": 9.548185071574643e-06, "objective/entropy": 12.326494216918945, "objective/kl": 47.36491394042969, "objective/non_score_reward": -2.3682456016540527, "objective/rlhf_reward": -8.094380714980465, "objective/scores": 0.34465054211822604, "policy/approxkl_avg": 3.6295084953308105, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4462890625, "step": 707, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.009009838104248 }, { "episode": 11344, "epoch": 0.0679680291428503, "loss/policy_avg": 1.148893117904663, "lr": 9.547546012269938e-06, "objective/entropy": -45.73768615722656, "objective/kl": 41.53204345703125, "objective/non_score_reward": -2.0766024589538574, "objective/rlhf_reward": -8.306409001350403, "objective/scores": 0.0, "policy/approxkl_avg": 5.269401550292969, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4794921875, "step": 708, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9979407787322998 }, { "episode": 11360, "epoch": 0.06806389378197984, "loss/policy_avg": 0.3864780068397522, "lr": 9.546906952965235e-06, "objective/entropy": 39.166866302490234, "objective/kl": 51.79930114746094, "objective/non_score_reward": -2.589965343475342, "objective/rlhf_reward": -12.359861373901367, "objective/scores": -0.5, "policy/approxkl_avg": 15.646007537841797, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.505859375, "step": 709, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9990487098693848 }, { "episode": 11376, "epoch": 0.0681597584211094, "loss/policy_avg": 1.1613974571228027, "lr": 9.546267893660532e-06, "objective/entropy": -39.009971618652344, "objective/kl": 47.15522384643555, "objective/non_score_reward": -2.3577613830566406, "objective/rlhf_reward": -9.431045532226562, "objective/scores": 0.0, "policy/approxkl_avg": 71.2586669921875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.58203125, "step": 710, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9961512088775635 }, { "episode": 11392, "epoch": 0.06825562306023894, "loss/policy_avg": 0.020869355648756027, "lr": 9.545628834355829e-06, "objective/entropy": 89.85824584960938, "objective/kl": 47.41434097290039, "objective/non_score_reward": -2.3707170486450195, "objective/rlhf_reward": -8.082868432998657, "objective/scores": 0.35, "policy/approxkl_avg": 56.31502914428711, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.517578125, "step": 711, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.000457525253296 }, { "episode": 11408, "epoch": 0.0683514876993685, "loss/policy_avg": 0.5365210771560669, "lr": 9.544989775051126e-06, "objective/entropy": 100.53746795654297, "objective/kl": 41.074005126953125, "objective/non_score_reward": -2.0537002086639404, "objective/rlhf_reward": -10.214800834655762, "objective/scores": -0.5, "policy/approxkl_avg": 8.81124210357666, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.705078125, "step": 712, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0024473667144775 }, { "episode": 11424, "epoch": 0.06844735233849804, "loss/policy_avg": 0.09845000505447388, "lr": 9.544350715746423e-06, "objective/entropy": 23.6993408203125, "objective/kl": 43.17427062988281, "objective/non_score_reward": -2.1587133407592773, "objective/rlhf_reward": -4.234853601455688, "objective/scores": 1.1, "policy/approxkl_avg": 50.906639099121094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.404296875, "step": 713, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9974209070205688 }, { "episode": 11440, "epoch": 0.0685432169776276, "loss/policy_avg": 0.6106125712394714, "lr": 9.543711656441718e-06, "objective/entropy": -79.2982177734375, "objective/kl": 54.40810775756836, "objective/non_score_reward": -2.7204058170318604, "objective/rlhf_reward": -9.365851247104342, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 135.19461059570312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.548828125, "step": 714, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9976290464401245 }, { "episode": 11456, "epoch": 0.06863908161675714, "loss/policy_avg": 0.574759840965271, "lr": 9.543072597137015e-06, "objective/entropy": 162.13650512695312, "objective/kl": 39.636680603027344, "objective/non_score_reward": -1.9818341732025146, "objective/rlhf_reward": -9.927336692810059, "objective/scores": -0.5, "policy/approxkl_avg": 106.59353637695312, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.70703125, "step": 715, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982962608337402 }, { "episode": 11472, "epoch": 0.06873494625588669, "loss/policy_avg": 0.25162333250045776, "lr": 9.542433537832312e-06, "objective/entropy": 151.61593627929688, "objective/kl": 30.118364334106445, "objective/non_score_reward": -1.505918264389038, "objective/rlhf_reward": -3.6236731171607968, "objective/scores": 0.6, "policy/approxkl_avg": 27.697843551635742, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.56640625, "step": 716, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997877597808838 }, { "episode": 11488, "epoch": 0.06883081089501623, "loss/policy_avg": 1.1173698902130127, "lr": 9.541794478527609e-06, "objective/entropy": -134.95767211914062, "objective/kl": 43.572898864746094, "objective/non_score_reward": -2.178645133972168, "objective/rlhf_reward": -4.314580178260803, "objective/scores": 1.1, "policy/approxkl_avg": 97.25651550292969, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.609375, "step": 717, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9965053796768188 }, { "episode": 11504, "epoch": 0.06892667553414579, "loss/policy_avg": 0.5863191485404968, "lr": 9.541155419222906e-06, "objective/entropy": -156.3623046875, "objective/kl": 48.465545654296875, "objective/non_score_reward": -2.4232773780822754, "objective/rlhf_reward": -8.26927717467126, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 128.9771728515625, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.693359375, "step": 718, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0014121532440186 }, { "episode": 11520, "epoch": 0.06902254017327533, "loss/policy_avg": 0.7772470712661743, "lr": 9.5405163599182e-06, "objective/entropy": -47.43286895751953, "objective/kl": 34.12934112548828, "objective/non_score_reward": -1.7064670324325562, "objective/rlhf_reward": -6.825868010520935, "objective/scores": 0.0, "policy/approxkl_avg": 38.218685150146484, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.658203125, "step": 719, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998382329940796 }, { "episode": 11536, "epoch": 0.06911840481240489, "loss/policy_avg": 0.10698091238737106, "lr": 9.539877300613498e-06, "objective/entropy": -83.33969116210938, "objective/kl": 44.03644561767578, "objective/non_score_reward": -2.201822280883789, "objective/rlhf_reward": -10.807289123535156, "objective/scores": -0.5, "policy/approxkl_avg": 4.700538635253906, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.64453125, "step": 720, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.0018362998962402 }, { "episode": 11552, "epoch": 0.06921426945153443, "loss/policy_avg": 0.020285863429307938, "lr": 9.539238241308795e-06, "objective/entropy": 29.211990356445312, "objective/kl": 54.56703567504883, "objective/non_score_reward": -2.7283518314361572, "objective/rlhf_reward": -12.913407325744629, "objective/scores": -0.5, "policy/approxkl_avg": 238.79959106445312, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.482421875, "step": 721, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9989087581634521 }, { "episode": 11568, "epoch": 0.06931013409066399, "loss/policy_avg": -0.5622311234474182, "lr": 9.538599182004091e-06, "objective/entropy": -18.523269653320312, "objective/kl": 61.245567321777344, "objective/non_score_reward": -3.0622785091400146, "objective/rlhf_reward": -12.2491135597229, "objective/scores": 0.0, "policy/approxkl_avg": 10.92283821105957, "policy/clipfrac_avg": 1.75, "policy/entropy_avg": 0.6015625, "step": 722, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.001999855041504 }, { "episode": 11584, "epoch": 0.06940599872979353, "loss/policy_avg": 0.278200626373291, "lr": 9.537960122699387e-06, "objective/entropy": 62.370330810546875, "objective/kl": 35.979461669921875, "objective/non_score_reward": -1.7989730834960938, "objective/rlhf_reward": -7.195892691612244, "objective/scores": 0.0, "policy/approxkl_avg": 171.5391845703125, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.71875, "step": 723, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9976105690002441 }, { "episode": 11600, "epoch": 0.06950186336892308, "loss/policy_avg": -0.001310823718085885, "lr": 9.537321063394683e-06, "objective/entropy": -119.83037567138672, "objective/kl": 38.98551940917969, "objective/non_score_reward": -1.949276089668274, "objective/rlhf_reward": -4.873385463596556, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 30.58733367919922, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5546875, "step": 724, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.003657817840576 }, { "episode": 11616, "epoch": 0.06959772800805263, "loss/policy_avg": 0.4587482213973999, "lr": 9.53668200408998e-06, "objective/entropy": 136.93392944335938, "objective/kl": 47.94542694091797, "objective/non_score_reward": -2.397271156311035, "objective/rlhf_reward": -11.58908462524414, "objective/scores": -0.5, "policy/approxkl_avg": 28.060930252075195, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.82421875, "step": 725, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9974181652069092 }, { "episode": 11632, "epoch": 0.06969359264718218, "loss/policy_avg": 0.12928886711597443, "lr": 9.536042944785277e-06, "objective/entropy": 1.9888534545898438, "objective/kl": 35.45054626464844, "objective/non_score_reward": -1.7725270986557007, "objective/rlhf_reward": -4.6901086330413815, "objective/scores": 0.6, "policy/approxkl_avg": 118.1571273803711, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.630859375, "step": 726, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9984965324401855 }, { "episode": 11648, "epoch": 0.06978945728631172, "loss/policy_avg": 0.188452810049057, "lr": 9.535403885480572e-06, "objective/entropy": 6.331550598144531, "objective/kl": 40.90258026123047, "objective/non_score_reward": -2.04512882232666, "objective/rlhf_reward": -6.699562790806651, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 5.804554462432861, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4677734375, "step": 727, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.999557614326477 }, { "episode": 11664, "epoch": 0.06988532192544128, "loss/policy_avg": -0.05883468687534332, "lr": 9.53476482617587e-06, "objective/entropy": -6.368316650390625, "objective/kl": 48.47132110595703, "objective/non_score_reward": -2.4235661029815674, "objective/rlhf_reward": -9.69426441192627, "objective/scores": 0.0, "policy/approxkl_avg": 45.2496337890625, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4423828125, "step": 728, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0150885581970215 }, { "episode": 11680, "epoch": 0.06998118656457082, "loss/policy_avg": 0.5350899696350098, "lr": 9.534125766871166e-06, "objective/entropy": -111.3927001953125, "objective/kl": 37.624053955078125, "objective/non_score_reward": -1.8812024593353271, "objective/rlhf_reward": -9.524810791015625, "objective/scores": -0.5, "policy/approxkl_avg": 141.84805297851562, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.564453125, "step": 729, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9961867332458496 }, { "episode": 11696, "epoch": 0.07007705120370038, "loss/policy_avg": 0.385601669549942, "lr": 9.533486707566463e-06, "objective/entropy": -71.52942657470703, "objective/kl": 56.019927978515625, "objective/non_score_reward": -2.8009965419769287, "objective/rlhf_reward": -9.780154068668452, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 188.1399383544922, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.54296875, "step": 730, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9999030828475952 }, { "episode": 11712, "epoch": 0.07017291584282992, "loss/policy_avg": 0.4735555350780487, "lr": 9.53284764826176e-06, "objective/entropy": -49.76824188232422, "objective/kl": 39.93510437011719, "objective/non_score_reward": -1.9967552423477173, "objective/rlhf_reward": -7.987020969390869, "objective/scores": 0.0, "policy/approxkl_avg": 1.2408503293991089, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.69921875, "step": 731, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 2.000382900238037 }, { "episode": 11728, "epoch": 0.07026878048195948, "loss/policy_avg": -0.07018261402845383, "lr": 9.532208588957055e-06, "objective/entropy": 101.4871597290039, "objective/kl": 61.77082443237305, "objective/non_score_reward": -3.0885415077209473, "objective/rlhf_reward": -12.35416555404663, "objective/scores": 0.0, "policy/approxkl_avg": 7.342255592346191, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.728515625, "step": 732, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9993245601654053 }, { "episode": 11744, "epoch": 0.07036464512108902, "loss/policy_avg": 0.18908607959747314, "lr": 9.531569529652352e-06, "objective/entropy": -35.277099609375, "objective/kl": 51.8348274230957, "objective/non_score_reward": -2.5917415618896484, "objective/rlhf_reward": -10.366965770721436, "objective/scores": 0.0, "policy/approxkl_avg": 95.693603515625, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.5390625, "step": 733, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9992425441741943 }, { "episode": 11760, "epoch": 0.07046050976021857, "loss/policy_avg": 0.20972387492656708, "lr": 9.530930470347649e-06, "objective/entropy": 50.395660400390625, "objective/kl": 33.1280632019043, "objective/non_score_reward": -1.6564031839370728, "objective/rlhf_reward": -5.314931740960479, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 23.05537986755371, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.607421875, "step": 734, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998901128768921 }, { "episode": 11776, "epoch": 0.07055637439934812, "loss/policy_avg": 0.17211434245109558, "lr": 9.530291411042946e-06, "objective/entropy": -47.05531311035156, "objective/kl": 42.41327667236328, "objective/non_score_reward": -2.12066388130188, "objective/rlhf_reward": -7.141019752531676, "objective/scores": 0.33540891336663825, "policy/approxkl_avg": 103.662109375, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4111328125, "step": 735, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.002054214477539 }, { "episode": 11792, "epoch": 0.07065223903847767, "loss/policy_avg": 0.3730859160423279, "lr": 9.529652351738243e-06, "objective/entropy": 127.4083251953125, "objective/kl": 33.88222122192383, "objective/non_score_reward": -1.6941111087799072, "objective/rlhf_reward": -3.8527253016245098, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 26.343708038330078, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.564453125, "step": 736, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9996037483215332 }, { "episode": 11808, "epoch": 0.07074810367760721, "loss/policy_avg": 1.6195980310440063, "lr": 9.52901329243354e-06, "objective/entropy": 144.70907592773438, "objective/kl": 56.71342849731445, "objective/non_score_reward": -2.8356714248657227, "objective/rlhf_reward": -11.34268581867218, "objective/scores": 0.0, "policy/approxkl_avg": 178.33731079101562, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.599609375, "step": 737, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.001779556274414 }, { "episode": 11824, "epoch": 0.07084396831673677, "loss/policy_avg": 0.23017962276935577, "lr": 9.528374233128835e-06, "objective/entropy": 6.576831817626953, "objective/kl": 54.3745231628418, "objective/non_score_reward": -2.71872615814209, "objective/rlhf_reward": -10.874905467033386, "objective/scores": 0.0, "policy/approxkl_avg": 127.34964752197266, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.47265625, "step": 738, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999251365661621 }, { "episode": 11840, "epoch": 0.07093983295586631, "loss/policy_avg": 0.20700883865356445, "lr": 9.527735173824132e-06, "objective/entropy": 68.64032745361328, "objective/kl": 39.01796340942383, "objective/non_score_reward": -1.9508981704711914, "objective/rlhf_reward": -9.803592681884766, "objective/scores": -0.5, "policy/approxkl_avg": 38.341182708740234, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.556640625, "step": 739, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.999006748199463 }, { "episode": 11856, "epoch": 0.07103569759499587, "loss/policy_avg": 0.23299764096736908, "lr": 9.527096114519428e-06, "objective/entropy": -73.13887023925781, "objective/kl": 44.23360061645508, "objective/non_score_reward": -2.2116799354553223, "objective/rlhf_reward": -7.242599759165364, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 212.52972412109375, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.53515625, "step": 740, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0007433891296387 }, { "episode": 11872, "epoch": 0.07113156223412541, "loss/policy_avg": 0.5644322633743286, "lr": 9.526457055214725e-06, "objective/entropy": -129.59765625, "objective/kl": 45.14954376220703, "objective/non_score_reward": -2.257477283477783, "objective/rlhf_reward": -11.029909133911133, "objective/scores": -0.5, "policy/approxkl_avg": 266.2381591796875, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.49609375, "step": 741, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0021135807037354 }, { "episode": 11888, "epoch": 0.07122742687325496, "loss/policy_avg": 0.2687217891216278, "lr": 9.525817995910022e-06, "objective/entropy": -3.992889404296875, "objective/kl": 43.55207061767578, "objective/non_score_reward": -2.1776037216186523, "objective/rlhf_reward": -4.310415005683899, "objective/scores": 1.1, "policy/approxkl_avg": 29.35465431213379, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.74609375, "step": 742, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9996775388717651 }, { "episode": 11904, "epoch": 0.0713232915123845, "loss/policy_avg": 0.4181610643863678, "lr": 9.525178936605317e-06, "objective/entropy": -113.56121826171875, "objective/kl": 56.03525161743164, "objective/non_score_reward": -2.801762819290161, "objective/rlhf_reward": -9.896369805535674, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 59.689788818359375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.6796875, "step": 743, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0011415481567383 }, { "episode": 11920, "epoch": 0.07141915615151406, "loss/policy_avg": 0.20894041657447815, "lr": 9.524539877300614e-06, "objective/entropy": -11.158370971679688, "objective/kl": 53.116886138916016, "objective/non_score_reward": -2.6558444499969482, "objective/rlhf_reward": -12.623377799987793, "objective/scores": -0.5, "policy/approxkl_avg": 40.38343811035156, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4951171875, "step": 744, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0001273155212402 }, { "episode": 11936, "epoch": 0.0715150207906436, "loss/policy_avg": 0.998124897480011, "lr": 9.52390081799591e-06, "objective/entropy": 38.680179595947266, "objective/kl": 52.27276611328125, "objective/non_score_reward": -2.613638162612915, "objective/rlhf_reward": -10.454552412033081, "objective/scores": 0.0, "policy/approxkl_avg": 165.6784210205078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.466796875, "step": 745, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.996938943862915 }, { "episode": 11952, "epoch": 0.07161088542977316, "loss/policy_avg": 0.3075593113899231, "lr": 9.523261758691206e-06, "objective/entropy": 94.68702697753906, "objective/kl": 41.677528381347656, "objective/non_score_reward": -2.083876609802246, "objective/rlhf_reward": -10.335506439208984, "objective/scores": -0.5, "policy/approxkl_avg": 88.00906372070312, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.55078125, "step": 746, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0009684562683105 }, { "episode": 11968, "epoch": 0.0717067500689027, "loss/policy_avg": 0.1599944531917572, "lr": 9.522622699386503e-06, "objective/entropy": -85.20484924316406, "objective/kl": 29.781755447387695, "objective/non_score_reward": -1.4890878200531006, "objective/rlhf_reward": -3.833644928709541, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 70.03274536132812, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.5625, "step": 747, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.996821641921997 }, { "episode": 11984, "epoch": 0.07180261470803226, "loss/policy_avg": -0.09249274432659149, "lr": 9.5219836400818e-06, "objective/entropy": 71.3521957397461, "objective/kl": 70.05450439453125, "objective/non_score_reward": -3.502725124359131, "objective/rlhf_reward": -14.010900735855103, "objective/scores": 0.0, "policy/approxkl_avg": 10.482736587524414, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.59375, "step": 748, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.002081871032715 }, { "episode": 12000, "epoch": 0.07189847934716181, "loss/policy_avg": 0.3381286561489105, "lr": 9.521344580777097e-06, "objective/entropy": 22.815597534179688, "objective/kl": 32.743553161621094, "objective/non_score_reward": -1.6371777057647705, "objective/rlhf_reward": -4.426004471556221, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 11.06489372253418, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.494140625, "step": 749, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998692512512207 }, { "episode": 12016, "epoch": 0.07199434398629136, "loss/policy_avg": 0.5579380989074707, "lr": 9.520705521472394e-06, "objective/entropy": 159.58346557617188, "objective/kl": 50.72445297241211, "objective/non_score_reward": -2.536222457885742, "objective/rlhf_reward": -12.144889831542969, "objective/scores": -0.5, "policy/approxkl_avg": 61.53816223144531, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.80078125, "step": 750, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9964263439178467 }, { "episode": 12032, "epoch": 0.07209020862542091, "loss/policy_avg": 0.3575834333896637, "lr": 9.520066462167689e-06, "objective/entropy": 167.10739135742188, "objective/kl": 56.76179122924805, "objective/non_score_reward": -2.838089942932129, "objective/rlhf_reward": -13.3523588180542, "objective/scores": -0.5, "policy/approxkl_avg": 89.87391662597656, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4951171875, "step": 751, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.999544620513916 }, { "episode": 12048, "epoch": 0.07218607326455045, "loss/policy_avg": 0.405551552772522, "lr": 9.519427402862986e-06, "objective/entropy": 165.36419677734375, "objective/kl": 47.32508087158203, "objective/non_score_reward": -2.3662538528442383, "objective/rlhf_reward": -9.465015769004822, "objective/scores": 0.0, "policy/approxkl_avg": 77.1661376953125, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.52734375, "step": 752, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 1.9999945163726807 }, { "episode": 12064, "epoch": 0.07228193790368001, "loss/policy_avg": 0.959913432598114, "lr": 9.518788343558283e-06, "objective/entropy": 10.122795104980469, "objective/kl": 46.78593444824219, "objective/non_score_reward": -2.339296817779541, "objective/rlhf_reward": -11.357187271118164, "objective/scores": -0.5, "policy/approxkl_avg": 59.604637145996094, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.63671875, "step": 753, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.99744713306427 }, { "episode": 12080, "epoch": 0.07237780254280955, "loss/policy_avg": 0.12096801400184631, "lr": 9.51814928425358e-06, "objective/entropy": -26.37040901184082, "objective/kl": 48.100013732910156, "objective/non_score_reward": -2.405000686645508, "objective/rlhf_reward": -11.620002746582031, "objective/scores": -0.5, "policy/approxkl_avg": 50.8070068359375, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.533203125, "step": 754, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9955406188964844 }, { "episode": 12096, "epoch": 0.07247366718193911, "loss/policy_avg": -0.3492419123649597, "lr": 9.517510224948877e-06, "objective/entropy": 189.5272674560547, "objective/kl": 50.922386169433594, "objective/non_score_reward": -2.546119451522827, "objective/rlhf_reward": -10.18447756767273, "objective/scores": 0.0, "policy/approxkl_avg": 2.345268726348877, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.578125, "step": 755, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.0023841857910156 }, { "episode": 12112, "epoch": 0.07256953182106865, "loss/policy_avg": 0.051233310252428055, "lr": 9.516871165644172e-06, "objective/entropy": 52.45849609375, "objective/kl": 37.70225143432617, "objective/non_score_reward": -1.8851127624511719, "objective/rlhf_reward": -7.5404510498046875, "objective/scores": 0.0, "policy/approxkl_avg": 2.9853553771972656, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.7109375, "step": 756, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0019936561584473 }, { "episode": 12128, "epoch": 0.0726653964601982, "loss/policy_avg": 0.07707858085632324, "lr": 9.516232106339469e-06, "objective/entropy": 62.76935577392578, "objective/kl": 45.75785827636719, "objective/non_score_reward": -2.2878928184509277, "objective/rlhf_reward": -9.151571869850159, "objective/scores": 0.0, "policy/approxkl_avg": 110.3807373046875, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.541015625, "step": 757, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.99611234664917 }, { "episode": 12144, "epoch": 0.07276126109932775, "loss/policy_avg": 1.5336410999298096, "lr": 9.515593047034765e-06, "objective/entropy": -170.8246307373047, "objective/kl": 41.72396469116211, "objective/non_score_reward": -2.086198329925537, "objective/rlhf_reward": -7.019280109435243, "objective/scores": 0.3313782131597591, "policy/approxkl_avg": 34.23369598388672, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.505859375, "step": 758, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9984989166259766 }, { "episode": 12160, "epoch": 0.0728571257384573, "loss/policy_avg": 0.043852031230926514, "lr": 9.514953987730062e-06, "objective/entropy": 137.45498657226562, "objective/kl": 48.40650177001953, "objective/non_score_reward": -2.42032527923584, "objective/rlhf_reward": -9.68130075931549, "objective/scores": 0.0, "policy/approxkl_avg": 1.558115005493164, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.4189453125, "step": 759, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 0, "val/ratio": 2.002941608428955 }, { "episode": 12176, "epoch": 0.07295299037758685, "loss/policy_avg": 0.4132700562477112, "lr": 9.51431492842536e-06, "objective/entropy": 18.133056640625, "objective/kl": 48.084434509277344, "objective/non_score_reward": -2.404221773147583, "objective/rlhf_reward": -11.616887092590332, "objective/scores": -0.5, "policy/approxkl_avg": 290.97406005859375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.609375, "step": 760, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9965276718139648 }, { "episode": 12192, "epoch": 0.0730488550167164, "loss/policy_avg": 0.9889291524887085, "lr": 9.513675869120656e-06, "objective/entropy": -87.85621643066406, "objective/kl": 40.44783401489258, "objective/non_score_reward": -2.0223917961120605, "objective/rlhf_reward": -6.427707438886749, "objective/scores": 0.41546487678572874, "policy/approxkl_avg": 5.214938163757324, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.525390625, "step": 761, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0102572441101074 }, { "episode": 12208, "epoch": 0.07314471965584594, "loss/policy_avg": 0.23898151516914368, "lr": 9.513036809815951e-06, "objective/entropy": -116.84449005126953, "objective/kl": 40.57633972167969, "objective/non_score_reward": -2.0288169384002686, "objective/rlhf_reward": -10.115267753601074, "objective/scores": -0.5, "policy/approxkl_avg": 79.82298278808594, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.544921875, "step": 762, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.998227596282959 }, { "episode": 12224, "epoch": 0.0732405842949755, "loss/policy_avg": 0.09686745703220367, "lr": 9.512397750511248e-06, "objective/entropy": -108.70967864990234, "objective/kl": 39.81999969482422, "objective/non_score_reward": -1.9909999370574951, "objective/rlhf_reward": -6.4482279656254615, "objective/scores": 0.37894294565112985, "policy/approxkl_avg": 81.55473327636719, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.65234375, "step": 763, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9988638162612915 }, { "episode": 12240, "epoch": 0.07333644893410504, "loss/policy_avg": -0.09598994255065918, "lr": 9.511758691206545e-06, "objective/entropy": 57.47736740112305, "objective/kl": 43.770423889160156, "objective/non_score_reward": -2.188521146774292, "objective/rlhf_reward": -10.754084587097168, "objective/scores": -0.5, "policy/approxkl_avg": 53.769474029541016, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.53515625, "step": 764, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0052638053894043 }, { "episode": 12256, "epoch": 0.0734323135732346, "loss/policy_avg": 0.47687628865242004, "lr": 9.511119631901842e-06, "objective/entropy": -109.64041900634766, "objective/kl": 33.36266326904297, "objective/non_score_reward": -1.6681331396102905, "objective/rlhf_reward": -5.068412694994526, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 49.52349090576172, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.5625, "step": 765, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.998824119567871 }, { "episode": 12272, "epoch": 0.07352817821236414, "loss/policy_avg": 2.4735023975372314, "lr": 9.510480572597139e-06, "objective/entropy": 28.396625518798828, "objective/kl": 55.17261505126953, "objective/non_score_reward": -2.7586307525634766, "objective/rlhf_reward": -11.034523010253906, "objective/scores": 0.0, "policy/approxkl_avg": 344.6340637207031, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.79296875, "step": 766, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9982433319091797 }, { "episode": 12288, "epoch": 0.0736240428514937, "loss/policy_avg": 0.5203840732574463, "lr": 9.509841513292434e-06, "objective/entropy": 64.80726623535156, "objective/kl": 50.50967788696289, "objective/non_score_reward": -2.5254838466644287, "objective/rlhf_reward": -8.36860205332438, "objective/scores": 0.43333333333333335, "policy/approxkl_avg": 2.1747188568115234, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.443359375, "step": 767, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.0021090507507324 }, { "episode": 12304, "epoch": 0.07371990749062324, "loss/policy_avg": 0.4155661165714264, "lr": 9.509202453987731e-06, "objective/entropy": -173.56729125976562, "objective/kl": 25.973976135253906, "objective/non_score_reward": -1.2986987829208374, "objective/rlhf_reward": -3.884114315709472, "objective/scores": 0.327670248696953, "policy/approxkl_avg": 44.03254699707031, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.63671875, "step": 768, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9984633922576904 }, { "episode": 12320, "epoch": 0.0738157721297528, "loss/policy_avg": 0.3945726156234741, "lr": 9.508563394683026e-06, "objective/entropy": -129.74560546875, "objective/kl": 34.20870590209961, "objective/non_score_reward": -1.7104352712631226, "objective/rlhf_reward": -8.841741561889648, "objective/scores": -0.5, "policy/approxkl_avg": 7.454164505004883, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.578125, "step": 769, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 2.000208616256714 }, { "episode": 12336, "epoch": 0.07391163676888234, "loss/policy_avg": 0.8236256837844849, "lr": 9.507924335378323e-06, "objective/entropy": 41.75614929199219, "objective/kl": 60.54899215698242, "objective/non_score_reward": -3.027449369430542, "objective/rlhf_reward": -10.685965378482905, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 10.848055839538574, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4013671875, "step": 770, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9974124431610107 }, { "episode": 12352, "epoch": 0.07400750140801189, "loss/policy_avg": 0.19437658786773682, "lr": 9.50728527607362e-06, "objective/entropy": -209.1417236328125, "objective/kl": 39.18832015991211, "objective/non_score_reward": -1.9594159126281738, "objective/rlhf_reward": -7.837664008140564, "objective/scores": 0.0, "policy/approxkl_avg": 37.941341400146484, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.59375, "step": 771, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9991120100021362 }, { "episode": 12368, "epoch": 0.07410336604714143, "loss/policy_avg": 0.186931774020195, "lr": 9.506646216768917e-06, "objective/entropy": 99.30989074707031, "objective/kl": 54.228919982910156, "objective/non_score_reward": -2.7114462852478027, "objective/rlhf_reward": -9.364832046444773, "objective/scores": 0.3702381544273198, "policy/approxkl_avg": 147.09829711914062, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.52734375, "step": 772, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0015740394592285 }, { "episode": 12384, "epoch": 0.07419923068627099, "loss/policy_avg": 0.5306086540222168, "lr": 9.506007157464214e-06, "objective/entropy": 181.44981384277344, "objective/kl": 39.18826675415039, "objective/non_score_reward": -1.9594132900238037, "objective/rlhf_reward": -7.837653160095215, "objective/scores": 0.0, "policy/approxkl_avg": 5.374238014221191, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.787109375, "step": 773, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9995557069778442 }, { "episode": 12400, "epoch": 0.07429509532540053, "loss/policy_avg": -0.052044857293367386, "lr": 9.50536809815951e-06, "objective/entropy": 135.13133239746094, "objective/kl": 59.5172119140625, "objective/non_score_reward": -2.975860595703125, "objective/rlhf_reward": -10.452844838710174, "objective/scores": 0.36264953503719355, "policy/approxkl_avg": 162.56112670898438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.56640625, "step": 774, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.006500244140625 }, { "episode": 12416, "epoch": 0.07439095996453009, "loss/policy_avg": 0.1924789994955063, "lr": 9.504729038854806e-06, "objective/entropy": -17.830699920654297, "objective/kl": 51.66797637939453, "objective/non_score_reward": -2.5833988189697266, "objective/rlhf_reward": -10.333595514297485, "objective/scores": 0.0, "policy/approxkl_avg": 46.85808563232422, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.3525390625, "step": 775, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9978249073028564 }, { "episode": 12432, "epoch": 0.07448682460365963, "loss/policy_avg": 0.37696969509124756, "lr": 9.504089979550103e-06, "objective/entropy": -98.51216125488281, "objective/kl": 45.98451614379883, "objective/non_score_reward": -2.2992258071899414, "objective/rlhf_reward": -11.196903228759766, "objective/scores": -0.5, "policy/approxkl_avg": 6.452768325805664, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.685546875, "step": 776, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.998502492904663 }, { "episode": 12448, "epoch": 0.07458268924278919, "loss/policy_avg": 0.2955755591392517, "lr": 9.5034509202454e-06, "objective/entropy": 28.05120849609375, "objective/kl": 32.432106018066406, "objective/non_score_reward": -1.621605396270752, "objective/rlhf_reward": -5.062589605053035, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 0.6783496141433716, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.3388671875, "step": 777, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 2.00238299369812 }, { "episode": 12464, "epoch": 0.07467855388191873, "loss/policy_avg": 0.13018612563610077, "lr": 9.502811860940696e-06, "objective/entropy": -24.786895751953125, "objective/kl": 50.896385192871094, "objective/non_score_reward": -2.5448193550109863, "objective/rlhf_reward": -12.179277420043945, "objective/scores": -0.5, "policy/approxkl_avg": 10.602583885192871, "policy/clipfrac_avg": 0.25, "policy/entropy_avg": 0.615234375, "step": 778, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.000718355178833 }, { "episode": 12480, "epoch": 0.07477441852104828, "loss/policy_avg": 0.0673021525144577, "lr": 9.502172801635993e-06, "objective/entropy": 70.9556884765625, "objective/kl": 35.40740203857422, "objective/non_score_reward": -1.7703702449798584, "objective/rlhf_reward": -7.081481099128723, "objective/scores": 0.0, "policy/approxkl_avg": 44.054901123046875, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.59765625, "step": 779, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.004899024963379 }, { "episode": 12496, "epoch": 0.07487028316017783, "loss/policy_avg": 0.13619756698608398, "lr": 9.50153374233129e-06, "objective/entropy": -115.29307556152344, "objective/kl": 29.000293731689453, "objective/non_score_reward": -1.450014591217041, "objective/rlhf_reward": -7.800058364868164, "objective/scores": -0.5, "policy/approxkl_avg": 20.81727409362793, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.4912109375, "step": 780, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9995115995407104 }, { "episode": 12512, "epoch": 0.07496614779930738, "loss/policy_avg": 0.5143172740936279, "lr": 9.500894683026585e-06, "objective/entropy": 7.5710601806640625, "objective/kl": 35.72896957397461, "objective/non_score_reward": -1.7864482402801514, "objective/rlhf_reward": -5.023087205664192, "objective/scores": 0.5306765580733931, "policy/approxkl_avg": 14.312458038330078, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.6484375, "step": 781, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.997058629989624 }, { "episode": 12528, "epoch": 0.07506201243843692, "loss/policy_avg": 0.8229461908340454, "lr": 9.500255623721882e-06, "objective/entropy": 54.34223556518555, "objective/kl": 58.44230651855469, "objective/non_score_reward": -2.9221153259277344, "objective/rlhf_reward": -11.688461184501648, "objective/scores": 0.0, "policy/approxkl_avg": 4.381330490112305, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.337890625, "step": 782, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.9989904165267944 }, { "episode": 12544, "epoch": 0.07515787707756648, "loss/policy_avg": 0.44549697637557983, "lr": 9.499616564417179e-06, "objective/entropy": 24.598159790039062, "objective/kl": 50.54734420776367, "objective/non_score_reward": -2.52736759185791, "objective/rlhf_reward": -10.109470129013062, "objective/scores": 0.0, "policy/approxkl_avg": 51.31697082519531, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4775390625, "step": 783, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9968284368515015 }, { "episode": 12560, "epoch": 0.07525374171669602, "loss/policy_avg": -0.03360733389854431, "lr": 9.498977505112476e-06, "objective/entropy": 33.11079025268555, "objective/kl": 33.97381591796875, "objective/non_score_reward": -1.6986910104751587, "objective/rlhf_reward": -5.190644059244709, "objective/scores": 0.40102999566398123, "policy/approxkl_avg": 67.89860534667969, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.5625, "step": 784, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9986311197280884 }, { "episode": 12576, "epoch": 0.07534960635582558, "loss/policy_avg": 0.3447728753089905, "lr": 9.498338445807773e-06, "objective/entropy": -7.788688659667969, "objective/kl": 42.518123626708984, "objective/non_score_reward": -2.125906229019165, "objective/rlhf_reward": -7.144375049804134, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 37.0943603515625, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.41796875, "step": 785, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.997989296913147 }, { "episode": 12592, "epoch": 0.07544547099495512, "loss/policy_avg": 0.016856741160154343, "lr": 9.497699386503068e-06, "objective/entropy": -182.511962890625, "objective/kl": 34.09797286987305, "objective/non_score_reward": -1.704898715019226, "objective/rlhf_reward": -6.819594740867615, "objective/scores": 0.0, "policy/approxkl_avg": 2.2245066165924072, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.66796875, "step": 786, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 6, "val/ratio": 1.9994986057281494 }, { "episode": 12608, "epoch": 0.07554133563408467, "loss/policy_avg": 0.728520393371582, "lr": 9.497060327198365e-06, "objective/entropy": -62.65592956542969, "objective/kl": 41.837890625, "objective/non_score_reward": -2.0918943881988525, "objective/rlhf_reward": -10.36757755279541, "objective/scores": -0.5, "policy/approxkl_avg": 19.051132202148438, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.8125, "step": 787, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.99742591381073 }, { "episode": 12624, "epoch": 0.07563720027321422, "loss/policy_avg": 0.20458482205867767, "lr": 9.496421267893662e-06, "objective/entropy": 146.9737548828125, "objective/kl": 39.61537170410156, "objective/non_score_reward": -1.9807686805725098, "objective/rlhf_reward": -6.563825094436092, "objective/scores": 0.33981246656813147, "policy/approxkl_avg": 21.44344711303711, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.75, "step": 788, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9979448318481445 }, { "episode": 12640, "epoch": 0.07573306491234377, "loss/policy_avg": 0.0014098212122917175, "lr": 9.495782208588959e-06, "objective/entropy": -0.07474517822265625, "objective/kl": 44.36164855957031, "objective/non_score_reward": -2.2180824279785156, "objective/rlhf_reward": -5.948611055256102, "objective/scores": 0.7309297535714575, "policy/approxkl_avg": 6.881351470947266, "policy/clipfrac_avg": 1.5, "policy/entropy_avg": 0.70703125, "step": 789, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9984344244003296 }, { "episode": 12656, "epoch": 0.07582892955147331, "loss/policy_avg": 0.6741665601730347, "lr": 9.495143149284254e-06, "objective/entropy": 76.89515686035156, "objective/kl": 46.9569091796875, "objective/non_score_reward": -2.3478455543518066, "objective/rlhf_reward": -7.967550356586543, "objective/scores": 0.35595802480981553, "policy/approxkl_avg": 135.48193359375, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.65234375, "step": 790, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9995501041412354 }, { "episode": 12672, "epoch": 0.07592479419060287, "loss/policy_avg": 0.19035130739212036, "lr": 9.49450408997955e-06, "objective/entropy": 161.73770141601562, "objective/kl": 38.28052520751953, "objective/non_score_reward": -1.9140264987945557, "objective/rlhf_reward": -7.656105995178223, "objective/scores": 0.0, "policy/approxkl_avg": 17.833908081054688, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.744140625, "step": 791, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9978740215301514 }, { "episode": 12688, "epoch": 0.07602065882973241, "loss/policy_avg": 0.6477119326591492, "lr": 9.493865030674848e-06, "objective/entropy": -76.65821838378906, "objective/kl": 46.43013000488281, "objective/non_score_reward": -2.3215065002441406, "objective/rlhf_reward": -9.286026120185852, "objective/scores": 0.0, "policy/approxkl_avg": 42.871192932128906, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.67578125, "step": 792, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 1.9972238540649414 }, { "episode": 12704, "epoch": 0.07611652346886197, "loss/policy_avg": 0.5234931707382202, "lr": 9.493225971370144e-06, "objective/entropy": -55.55887985229492, "objective/kl": 58.243072509765625, "objective/non_score_reward": -2.912153482437134, "objective/rlhf_reward": -11.648614168167114, "objective/scores": 0.0, "policy/approxkl_avg": 10.850006103515625, "policy/clipfrac_avg": 0.5, "policy/entropy_avg": 0.439453125, "step": 793, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0001378059387207 }, { "episode": 12720, "epoch": 0.07621238810799151, "loss/policy_avg": 0.07076121866703033, "lr": 9.49258691206544e-06, "objective/entropy": -71.87374114990234, "objective/kl": 40.136268615722656, "objective/non_score_reward": -2.0068135261535645, "objective/rlhf_reward": -10.027254104614258, "objective/scores": -0.5, "policy/approxkl_avg": 1.8504383563995361, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.53125, "step": 794, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 4, "val/ratio": 1.9992156028747559 }, { "episode": 12736, "epoch": 0.07630825274712107, "loss/policy_avg": 0.17811261117458344, "lr": 9.491947852760736e-06, "objective/entropy": 131.82073974609375, "objective/kl": 40.94823455810547, "objective/non_score_reward": -2.0474116802215576, "objective/rlhf_reward": -8.189646244049072, "objective/scores": 0.0, "policy/approxkl_avg": 75.01351928710938, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.4521484375, "step": 795, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 1, "val/ratio": 1.998131513595581 }, { "episode": 12752, "epoch": 0.07640411738625061, "loss/policy_avg": 0.6544677019119263, "lr": 9.491308793456033e-06, "objective/entropy": -84.80082702636719, "objective/kl": 47.815101623535156, "objective/non_score_reward": -2.3907551765441895, "objective/rlhf_reward": -11.563020706176758, "objective/scores": -0.5, "policy/approxkl_avg": 19.099197387695312, "policy/clipfrac_avg": 0.75, "policy/entropy_avg": 0.60546875, "step": 796, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 1.9984261989593506 }, { "episode": 12768, "epoch": 0.07649998202538016, "loss/policy_avg": 0.22662004828453064, "lr": 9.49066973415133e-06, "objective/entropy": -86.99248504638672, "objective/kl": 39.44972229003906, "objective/non_score_reward": -1.9724860191345215, "objective/rlhf_reward": -9.889944076538086, "objective/scores": -0.5, "policy/approxkl_avg": 5.641038417816162, "policy/clipfrac_avg": 1.25, "policy/entropy_avg": 0.580078125, "step": 797, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 3, "val/ratio": 2.0072741508483887 }, { "episode": 12784, "epoch": 0.0765958466645097, "loss/policy_avg": -0.010378673672676086, "lr": 9.490030674846627e-06, "objective/entropy": 240.79409790039062, "objective/kl": 29.289142608642578, "objective/non_score_reward": -1.4644571542739868, "objective/rlhf_reward": -7.857828140258789, "objective/scores": -0.5, "policy/approxkl_avg": 37.18465805053711, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 1.0078125, "step": 798, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 2, "val/ratio": 2.0018177032470703 }, { "episode": 12800, "epoch": 0.07669171130363926, "loss/policy_avg": 0.24487555027008057, "lr": 9.489391615541922e-06, "objective/entropy": -22.301956176757812, "objective/kl": 49.77181625366211, "objective/non_score_reward": -2.488590955734253, "objective/rlhf_reward": -9.954363465309143, "objective/scores": 0.0, "policy/approxkl_avg": 51.248008728027344, "policy/clipfrac_avg": 1.0, "policy/entropy_avg": 0.4873046875, "step": 799, "val/clipfrac_avg": 0.0, "val/num_eos_tokens": 5, "val/ratio": 1.9972162246704102 } ], "logging_steps": 500, "max_steps": 7824, "num_input_tokens_seen": 0, "num_train_epochs": 3.0, "save_steps": 200, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0, "train_batch_size": null, "trial_name": null, "trial_params": null }