Mistral-7B-v0.3-Llama-3.1-8B-mix / trainer_state.json
AmberYifan's picture
Model save
78896d7 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 939,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003194888178913738,
"grad_norm": 91.90092179843542,
"learning_rate": 5.3191489361702125e-09,
"logits/chosen": -3.453125,
"logits/rejected": -3.421875,
"logps/chosen": -278.0,
"logps/rejected": -262.0,
"loss": 0.6914,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03194888178913738,
"grad_norm": 90.9674980415812,
"learning_rate": 5.3191489361702123e-08,
"logits/chosen": -3.640625,
"logits/rejected": -3.578125,
"logps/chosen": -282.0,
"logps/rejected": -274.0,
"loss": 0.6927,
"rewards/accuracies": 0.0833333358168602,
"rewards/chosen": -0.00970458984375,
"rewards/margins": -0.00555419921875,
"rewards/rejected": -0.004180908203125,
"step": 10
},
{
"epoch": 0.06389776357827476,
"grad_norm": 90.29736649004343,
"learning_rate": 1.0638297872340425e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.546875,
"logps/chosen": -278.0,
"logps/rejected": -272.0,
"loss": 0.6902,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.03515625,
"rewards/margins": -0.0012664794921875,
"rewards/rejected": -0.033935546875,
"step": 20
},
{
"epoch": 0.09584664536741214,
"grad_norm": 87.07720807385869,
"learning_rate": 1.5957446808510638e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.625,
"logps/chosen": -278.0,
"logps/rejected": -272.0,
"loss": 0.6624,
"rewards/accuracies": 0.4375,
"rewards/chosen": -0.04248046875,
"rewards/margins": 0.06640625,
"rewards/rejected": -0.10888671875,
"step": 30
},
{
"epoch": 0.12779552715654952,
"grad_norm": 78.25631914811093,
"learning_rate": 2.127659574468085e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.4375,
"logps/chosen": -284.0,
"logps/rejected": -270.0,
"loss": 0.6405,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.11865234375,
"rewards/margins": 0.1962890625,
"rewards/rejected": -0.314453125,
"step": 40
},
{
"epoch": 0.1597444089456869,
"grad_norm": 84.80020092762481,
"learning_rate": 2.659574468085106e-07,
"logits/chosen": -3.515625,
"logits/rejected": -3.484375,
"logps/chosen": -278.0,
"logps/rejected": -274.0,
"loss": 0.6362,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.169921875,
"rewards/margins": 0.21484375,
"rewards/rejected": -0.384765625,
"step": 50
},
{
"epoch": 0.19169329073482427,
"grad_norm": 73.65610191156658,
"learning_rate": 3.1914893617021275e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.390625,
"logps/chosen": -284.0,
"logps/rejected": -272.0,
"loss": 0.5906,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.201171875,
"rewards/margins": 0.31640625,
"rewards/rejected": -0.51953125,
"step": 60
},
{
"epoch": 0.22364217252396165,
"grad_norm": 68.32598567671492,
"learning_rate": 3.7234042553191484e-07,
"logits/chosen": -3.515625,
"logits/rejected": -3.5,
"logps/chosen": -284.0,
"logps/rejected": -274.0,
"loss": 0.5743,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.330078125,
"rewards/margins": 0.412109375,
"rewards/rejected": -0.7421875,
"step": 70
},
{
"epoch": 0.25559105431309903,
"grad_norm": 87.25967925719019,
"learning_rate": 4.25531914893617e-07,
"logits/chosen": -3.46875,
"logits/rejected": -3.5,
"logps/chosen": -280.0,
"logps/rejected": -272.0,
"loss": 0.581,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.35546875,
"rewards/margins": 0.4375,
"rewards/rejected": -0.79296875,
"step": 80
},
{
"epoch": 0.28753993610223644,
"grad_norm": 71.78294646227785,
"learning_rate": 4.787234042553192e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.453125,
"logps/chosen": -274.0,
"logps/rejected": -286.0,
"loss": 0.5669,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.314453125,
"rewards/margins": 0.52734375,
"rewards/rejected": -0.83984375,
"step": 90
},
{
"epoch": 0.3194888178913738,
"grad_norm": 78.76158351857062,
"learning_rate": 4.964497041420119e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.53125,
"logps/chosen": -290.0,
"logps/rejected": -270.0,
"loss": 0.6233,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.255859375,
"rewards/margins": 0.59765625,
"rewards/rejected": -0.85546875,
"step": 100
},
{
"epoch": 0.3514376996805112,
"grad_norm": 80.45460798252958,
"learning_rate": 4.905325443786982e-07,
"logits/chosen": -3.515625,
"logits/rejected": -3.609375,
"logps/chosen": -288.0,
"logps/rejected": -270.0,
"loss": 0.5553,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.232421875,
"rewards/margins": 0.5859375,
"rewards/rejected": -0.81640625,
"step": 110
},
{
"epoch": 0.38338658146964855,
"grad_norm": 62.143803745891255,
"learning_rate": 4.846153846153846e-07,
"logits/chosen": -3.609375,
"logits/rejected": -3.46875,
"logps/chosen": -282.0,
"logps/rejected": -270.0,
"loss": 0.557,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.1884765625,
"rewards/margins": 0.78515625,
"rewards/rejected": -0.9765625,
"step": 120
},
{
"epoch": 0.41533546325878595,
"grad_norm": 69.53537157369784,
"learning_rate": 4.78698224852071e-07,
"logits/chosen": -3.6875,
"logits/rejected": -3.5625,
"logps/chosen": -286.0,
"logps/rejected": -284.0,
"loss": 0.5435,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -0.265625,
"rewards/margins": 0.8359375,
"rewards/rejected": -1.1015625,
"step": 130
},
{
"epoch": 0.4472843450479233,
"grad_norm": 68.50218683121396,
"learning_rate": 4.727810650887574e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.5,
"logps/chosen": -290.0,
"logps/rejected": -280.0,
"loss": 0.5412,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.546875,
"rewards/margins": 0.99609375,
"rewards/rejected": -1.546875,
"step": 140
},
{
"epoch": 0.4792332268370607,
"grad_norm": 53.728622573163506,
"learning_rate": 4.668639053254438e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.609375,
"logps/chosen": -282.0,
"logps/rejected": -272.0,
"loss": 0.5295,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.2470703125,
"rewards/margins": 1.0859375,
"rewards/rejected": -1.328125,
"step": 150
},
{
"epoch": 0.5111821086261981,
"grad_norm": 73.68063510244593,
"learning_rate": 4.6094674556213014e-07,
"logits/chosen": -3.5,
"logits/rejected": -3.625,
"logps/chosen": -290.0,
"logps/rejected": -272.0,
"loss": 0.5547,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.251953125,
"rewards/margins": 0.71875,
"rewards/rejected": -0.97265625,
"step": 160
},
{
"epoch": 0.5431309904153354,
"grad_norm": 61.23321025324786,
"learning_rate": 4.5502958579881655e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.5625,
"logps/chosen": -290.0,
"logps/rejected": -274.0,
"loss": 0.5391,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.376953125,
"rewards/margins": 1.09375,
"rewards/rejected": -1.46875,
"step": 170
},
{
"epoch": 0.5750798722044729,
"grad_norm": 70.65019095299606,
"learning_rate": 4.491124260355029e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.484375,
"logps/chosen": -294.0,
"logps/rejected": -280.0,
"loss": 0.5284,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.216796875,
"rewards/margins": 1.2421875,
"rewards/rejected": -1.453125,
"step": 180
},
{
"epoch": 0.6070287539936102,
"grad_norm": 78.65972402327554,
"learning_rate": 4.4319526627218936e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.515625,
"logps/chosen": -278.0,
"logps/rejected": -284.0,
"loss": 0.582,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.302734375,
"rewards/margins": 1.046875,
"rewards/rejected": -1.3515625,
"step": 190
},
{
"epoch": 0.6389776357827476,
"grad_norm": 58.77306801176155,
"learning_rate": 4.372781065088757e-07,
"logits/chosen": -3.703125,
"logits/rejected": -3.5625,
"logps/chosen": -282.0,
"logps/rejected": -280.0,
"loss": 0.5452,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.3203125,
"rewards/margins": 0.953125,
"rewards/rejected": -1.2734375,
"step": 200
},
{
"epoch": 0.670926517571885,
"grad_norm": 71.97911960871565,
"learning_rate": 4.313609467455621e-07,
"logits/chosen": -3.609375,
"logits/rejected": -3.609375,
"logps/chosen": -274.0,
"logps/rejected": -286.0,
"loss": 0.5594,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.11376953125,
"rewards/margins": 1.3203125,
"rewards/rejected": -1.4375,
"step": 210
},
{
"epoch": 0.7028753993610224,
"grad_norm": 72.67644981014261,
"learning_rate": 4.2544378698224847e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.515625,
"logps/chosen": -278.0,
"logps/rejected": -276.0,
"loss": 0.5427,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.31640625,
"rewards/margins": 0.9296875,
"rewards/rejected": -1.25,
"step": 220
},
{
"epoch": 0.7348242811501597,
"grad_norm": 77.77118766206728,
"learning_rate": 4.195266272189349e-07,
"logits/chosen": -3.609375,
"logits/rejected": -3.5625,
"logps/chosen": -280.0,
"logps/rejected": -278.0,
"loss": 0.526,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.267578125,
"rewards/margins": 0.95703125,
"rewards/rejected": -1.2265625,
"step": 230
},
{
"epoch": 0.7667731629392971,
"grad_norm": 81.20199378554962,
"learning_rate": 4.1360946745562133e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.515625,
"logps/chosen": -280.0,
"logps/rejected": -282.0,
"loss": 0.5185,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.2734375,
"rewards/margins": 0.984375,
"rewards/rejected": -1.2578125,
"step": 240
},
{
"epoch": 0.7987220447284346,
"grad_norm": 65.01515226981213,
"learning_rate": 4.076923076923077e-07,
"logits/chosen": -3.65625,
"logits/rejected": -3.609375,
"logps/chosen": -274.0,
"logps/rejected": -282.0,
"loss": 0.5235,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.494140625,
"rewards/margins": 0.83203125,
"rewards/rejected": -1.328125,
"step": 250
},
{
"epoch": 0.8306709265175719,
"grad_norm": 66.7618546103775,
"learning_rate": 4.017751479289941e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.625,
"logps/chosen": -280.0,
"logps/rejected": -278.0,
"loss": 0.5166,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -0.220703125,
"rewards/margins": 1.09375,
"rewards/rejected": -1.3125,
"step": 260
},
{
"epoch": 0.8626198083067093,
"grad_norm": 90.38334381915796,
"learning_rate": 3.9585798816568044e-07,
"logits/chosen": -3.703125,
"logits/rejected": -3.578125,
"logps/chosen": -284.0,
"logps/rejected": -278.0,
"loss": 0.5917,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.390625,
"rewards/margins": 0.89453125,
"rewards/rejected": -1.2890625,
"step": 270
},
{
"epoch": 0.8945686900958466,
"grad_norm": 55.19009591945878,
"learning_rate": 3.8994082840236685e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.640625,
"logps/chosen": -278.0,
"logps/rejected": -274.0,
"loss": 0.5651,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.265625,
"rewards/margins": 1.1484375,
"rewards/rejected": -1.4140625,
"step": 280
},
{
"epoch": 0.9265175718849841,
"grad_norm": 67.38142219006318,
"learning_rate": 3.840236686390532e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.546875,
"logps/chosen": -272.0,
"logps/rejected": -284.0,
"loss": 0.4849,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.2734375,
"rewards/margins": 1.2109375,
"rewards/rejected": -1.484375,
"step": 290
},
{
"epoch": 0.9584664536741214,
"grad_norm": 72.63905100297757,
"learning_rate": 3.7810650887573966e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.59375,
"logps/chosen": -288.0,
"logps/rejected": -276.0,
"loss": 0.5193,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -0.67578125,
"rewards/margins": 1.2890625,
"rewards/rejected": -1.9609375,
"step": 300
},
{
"epoch": 0.9904153354632588,
"grad_norm": 73.80738834120062,
"learning_rate": 3.72189349112426e-07,
"logits/chosen": -3.703125,
"logits/rejected": -3.703125,
"logps/chosen": -290.0,
"logps/rejected": -282.0,
"loss": 0.4772,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -0.640625,
"rewards/margins": 1.625,
"rewards/rejected": -2.265625,
"step": 310
},
{
"epoch": 1.0,
"eval_logits/chosen": -3.625,
"eval_logits/rejected": -3.671875,
"eval_logps/chosen": -280.0,
"eval_logps/rejected": -290.0,
"eval_loss": 0.5548437237739563,
"eval_rewards/accuracies": 0.6428571343421936,
"eval_rewards/chosen": -0.8984375,
"eval_rewards/margins": 0.6484375,
"eval_rewards/rejected": -1.546875,
"eval_runtime": 15.7097,
"eval_samples_per_second": 12.731,
"eval_steps_per_second": 0.446,
"step": 313
},
{
"epoch": 1.0223642172523961,
"grad_norm": 25.96214150273739,
"learning_rate": 3.662721893491124e-07,
"logits/chosen": -3.65625,
"logits/rejected": -3.578125,
"logps/chosen": -272.0,
"logps/rejected": -292.0,
"loss": 0.2187,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.0849609375,
"rewards/margins": 2.671875,
"rewards/rejected": -2.59375,
"step": 320
},
{
"epoch": 1.0543130990415335,
"grad_norm": 37.544186657188476,
"learning_rate": 3.603550295857988e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.625,
"logps/chosen": -280.0,
"logps/rejected": -292.0,
"loss": 0.1177,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.2109375,
"rewards/margins": 3.21875,
"rewards/rejected": -3.0,
"step": 330
},
{
"epoch": 1.0862619808306708,
"grad_norm": 35.42433639921683,
"learning_rate": 3.544378698224852e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.5,
"logps/chosen": -280.0,
"logps/rejected": -294.0,
"loss": 0.0984,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.2197265625,
"rewards/margins": 3.265625,
"rewards/rejected": -3.046875,
"step": 340
},
{
"epoch": 1.1182108626198084,
"grad_norm": 33.043206820124475,
"learning_rate": 3.485207100591716e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.515625,
"logps/chosen": -284.0,
"logps/rejected": -290.0,
"loss": 0.1318,
"rewards/accuracies": 0.9375,
"rewards/chosen": -0.35546875,
"rewards/margins": 2.984375,
"rewards/rejected": -3.34375,
"step": 350
},
{
"epoch": 1.1501597444089458,
"grad_norm": 33.51039580450466,
"learning_rate": 3.42603550295858e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.5,
"logps/chosen": -284.0,
"logps/rejected": -306.0,
"loss": 0.1046,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": -0.29296875,
"rewards/margins": 3.390625,
"rewards/rejected": -3.6875,
"step": 360
},
{
"epoch": 1.182108626198083,
"grad_norm": 17.318439329466752,
"learning_rate": 3.366863905325444e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.546875,
"logps/chosen": -282.0,
"logps/rejected": -300.0,
"loss": 0.1291,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.275390625,
"rewards/margins": 3.796875,
"rewards/rejected": -3.515625,
"step": 370
},
{
"epoch": 1.2140575079872205,
"grad_norm": 26.01507449223922,
"learning_rate": 3.3076923076923075e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.453125,
"logps/chosen": -282.0,
"logps/rejected": -310.0,
"loss": 0.1081,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.06005859375,
"rewards/margins": 3.84375,
"rewards/rejected": -3.78125,
"step": 380
},
{
"epoch": 1.2460063897763578,
"grad_norm": 31.832566772837826,
"learning_rate": 3.2485207100591716e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.484375,
"logps/chosen": -280.0,
"logps/rejected": -312.0,
"loss": 0.1019,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.1923828125,
"rewards/margins": 3.59375,
"rewards/rejected": -3.78125,
"step": 390
},
{
"epoch": 1.2779552715654952,
"grad_norm": 25.833772692336037,
"learning_rate": 3.189349112426035e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.515625,
"logps/chosen": -284.0,
"logps/rejected": -302.0,
"loss": 0.1152,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.412109375,
"rewards/margins": 3.375,
"rewards/rejected": -3.78125,
"step": 400
},
{
"epoch": 1.3099041533546325,
"grad_norm": 41.5197594341305,
"learning_rate": 3.130177514792899e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.546875,
"logps/chosen": -278.0,
"logps/rejected": -304.0,
"loss": 0.1294,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -0.208984375,
"rewards/margins": 3.453125,
"rewards/rejected": -3.65625,
"step": 410
},
{
"epoch": 1.34185303514377,
"grad_norm": 16.1503025747185,
"learning_rate": 3.071005917159763e-07,
"logits/chosen": -3.609375,
"logits/rejected": -3.59375,
"logps/chosen": -284.0,
"logps/rejected": -300.0,
"loss": 0.1114,
"rewards/accuracies": 0.9375,
"rewards/chosen": -0.103515625,
"rewards/margins": 3.328125,
"rewards/rejected": -3.4375,
"step": 420
},
{
"epoch": 1.3738019169329074,
"grad_norm": 20.84892907348037,
"learning_rate": 3.011834319526627e-07,
"logits/chosen": -3.65625,
"logits/rejected": -3.5625,
"logps/chosen": -276.0,
"logps/rejected": -302.0,
"loss": 0.0938,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.11083984375,
"rewards/margins": 3.75,
"rewards/rejected": -3.65625,
"step": 430
},
{
"epoch": 1.4057507987220448,
"grad_norm": 23.2310306282084,
"learning_rate": 2.952662721893491e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.515625,
"logps/chosen": -270.0,
"logps/rejected": -320.0,
"loss": 0.1134,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.0003910064697265625,
"rewards/margins": 3.78125,
"rewards/rejected": -3.78125,
"step": 440
},
{
"epoch": 1.4376996805111821,
"grad_norm": 34.93249416861729,
"learning_rate": 2.893491124260355e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.46875,
"logps/chosen": -278.0,
"logps/rejected": -312.0,
"loss": 0.0767,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.1826171875,
"rewards/margins": 4.375,
"rewards/rejected": -4.1875,
"step": 450
},
{
"epoch": 1.4696485623003195,
"grad_norm": 42.742774206384155,
"learning_rate": 2.834319526627219e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.5625,
"logps/chosen": -278.0,
"logps/rejected": -300.0,
"loss": 0.1054,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.3203125,
"rewards/margins": 3.921875,
"rewards/rejected": -3.59375,
"step": 460
},
{
"epoch": 1.5015974440894568,
"grad_norm": 31.13201306033402,
"learning_rate": 2.7751479289940824e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.515625,
"logps/chosen": -282.0,
"logps/rejected": -310.0,
"loss": 0.0996,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -0.21484375,
"rewards/margins": 3.8125,
"rewards/rejected": -4.03125,
"step": 470
},
{
"epoch": 1.5335463258785942,
"grad_norm": 38.19726342777744,
"learning_rate": 2.715976331360947e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.515625,
"logps/chosen": -290.0,
"logps/rejected": -310.0,
"loss": 0.1086,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.486328125,
"rewards/margins": 3.71875,
"rewards/rejected": -4.1875,
"step": 480
},
{
"epoch": 1.5654952076677318,
"grad_norm": 13.612650670554704,
"learning_rate": 2.6568047337278106e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.5625,
"logps/chosen": -276.0,
"logps/rejected": -310.0,
"loss": 0.1746,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -0.2236328125,
"rewards/margins": 3.78125,
"rewards/rejected": -4.0,
"step": 490
},
{
"epoch": 1.5974440894568689,
"grad_norm": 29.188006496003524,
"learning_rate": 2.5976331360946746e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.421875,
"logps/chosen": -284.0,
"logps/rejected": -304.0,
"loss": 0.1413,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": -0.1494140625,
"rewards/margins": 3.71875,
"rewards/rejected": -3.859375,
"step": 500
},
{
"epoch": 1.6293929712460065,
"grad_norm": 21.252126379670475,
"learning_rate": 2.538461538461538e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.53125,
"logps/chosen": -274.0,
"logps/rejected": -304.0,
"loss": 0.1281,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -0.01373291015625,
"rewards/margins": 3.546875,
"rewards/rejected": -3.5625,
"step": 510
},
{
"epoch": 1.6613418530351438,
"grad_norm": 68.6118608030878,
"learning_rate": 2.479289940828402e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.46875,
"logps/chosen": -276.0,
"logps/rejected": -302.0,
"loss": 0.1096,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.017822265625,
"rewards/margins": 4.0625,
"rewards/rejected": -4.03125,
"step": 520
},
{
"epoch": 1.6932907348242812,
"grad_norm": 47.978999536964466,
"learning_rate": 2.420118343195266e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.609375,
"logps/chosen": -264.0,
"logps/rejected": -308.0,
"loss": 0.1447,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.390625,
"rewards/margins": 4.0625,
"rewards/rejected": -3.671875,
"step": 530
},
{
"epoch": 1.7252396166134185,
"grad_norm": 13.339031183268695,
"learning_rate": 2.36094674556213e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.578125,
"logps/chosen": -276.0,
"logps/rejected": -302.0,
"loss": 0.1138,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.0257568359375,
"rewards/margins": 3.578125,
"rewards/rejected": -3.5625,
"step": 540
},
{
"epoch": 1.7571884984025559,
"grad_norm": 33.6403507441883,
"learning_rate": 2.301775147928994e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.515625,
"logps/chosen": -276.0,
"logps/rejected": -300.0,
"loss": 0.1054,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": -0.004638671875,
"rewards/margins": 3.859375,
"rewards/rejected": -3.859375,
"step": 550
},
{
"epoch": 1.7891373801916934,
"grad_norm": 41.19004038669282,
"learning_rate": 2.242603550295858e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.484375,
"logps/chosen": -286.0,
"logps/rejected": -300.0,
"loss": 0.1276,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.3359375,
"rewards/margins": 4.125,
"rewards/rejected": -3.78125,
"step": 560
},
{
"epoch": 1.8210862619808306,
"grad_norm": 49.203221246475685,
"learning_rate": 2.1834319526627217e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.5,
"logps/chosen": -280.0,
"logps/rejected": -298.0,
"loss": 0.1439,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.12255859375,
"rewards/margins": 3.796875,
"rewards/rejected": -3.671875,
"step": 570
},
{
"epoch": 1.8530351437699681,
"grad_norm": 28.35702819808351,
"learning_rate": 2.1242603550295858e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.5625,
"logps/chosen": -286.0,
"logps/rejected": -304.0,
"loss": 0.0957,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.07373046875,
"rewards/margins": 4.0625,
"rewards/rejected": -4.125,
"step": 580
},
{
"epoch": 1.8849840255591053,
"grad_norm": 28.51988813629046,
"learning_rate": 2.0650887573964496e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.5625,
"logps/chosen": -296.0,
"logps/rejected": -302.0,
"loss": 0.1232,
"rewards/accuracies": 0.9375,
"rewards/chosen": -0.154296875,
"rewards/margins": 3.75,
"rewards/rejected": -3.90625,
"step": 590
},
{
"epoch": 1.9169329073482428,
"grad_norm": 40.515944424275894,
"learning_rate": 2.0059171597633133e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.578125,
"logps/chosen": -282.0,
"logps/rejected": -304.0,
"loss": 0.1354,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.2060546875,
"rewards/margins": 4.03125,
"rewards/rejected": -3.8125,
"step": 600
},
{
"epoch": 1.9488817891373802,
"grad_norm": 39.02302040635236,
"learning_rate": 1.9467455621301774e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.484375,
"logps/chosen": -280.0,
"logps/rejected": -306.0,
"loss": 0.1326,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.134765625,
"rewards/margins": 3.75,
"rewards/rejected": -3.875,
"step": 610
},
{
"epoch": 1.9808306709265175,
"grad_norm": 37.23876879370177,
"learning_rate": 1.8875739644970412e-07,
"logits/chosen": -3.453125,
"logits/rejected": -3.453125,
"logps/chosen": -278.0,
"logps/rejected": -310.0,
"loss": 0.1162,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.126953125,
"rewards/margins": 3.875,
"rewards/rejected": -3.75,
"step": 620
},
{
"epoch": 2.0,
"eval_logits/chosen": -3.5,
"eval_logits/rejected": -3.546875,
"eval_logps/chosen": -284.0,
"eval_logps/rejected": -296.0,
"eval_loss": 0.5545507669448853,
"eval_rewards/accuracies": 0.7142857313156128,
"eval_rewards/chosen": -1.3984375,
"eval_rewards/margins": 0.91796875,
"eval_rewards/rejected": -2.3125,
"eval_runtime": 15.6333,
"eval_samples_per_second": 12.793,
"eval_steps_per_second": 0.448,
"step": 626
},
{
"epoch": 2.012779552715655,
"grad_norm": 3.7674705382997487,
"learning_rate": 1.8284023668639053e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.5,
"logps/chosen": -268.0,
"logps/rejected": -308.0,
"loss": 0.0725,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.474609375,
"rewards/margins": 4.4375,
"rewards/rejected": -3.96875,
"step": 630
},
{
"epoch": 2.0447284345047922,
"grad_norm": 2.711628532479405,
"learning_rate": 1.7692307692307693e-07,
"logits/chosen": -3.5,
"logits/rejected": -3.5,
"logps/chosen": -280.0,
"logps/rejected": -308.0,
"loss": 0.0174,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.107421875,
"rewards/margins": 5.125,
"rewards/rejected": -5.03125,
"step": 640
},
{
"epoch": 2.07667731629393,
"grad_norm": 6.9237131222668875,
"learning_rate": 1.710059171597633e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.53125,
"logps/chosen": -274.0,
"logps/rejected": -320.0,
"loss": 0.0304,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.287109375,
"rewards/margins": 5.0625,
"rewards/rejected": -4.75,
"step": 650
},
{
"epoch": 2.108626198083067,
"grad_norm": 14.032379088465959,
"learning_rate": 1.650887573964497e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.515625,
"logps/chosen": -280.0,
"logps/rejected": -312.0,
"loss": 0.0168,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.30859375,
"rewards/margins": 5.25,
"rewards/rejected": -4.9375,
"step": 660
},
{
"epoch": 2.1405750798722045,
"grad_norm": 3.7691372037099744,
"learning_rate": 1.591715976331361e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.40625,
"logps/chosen": -280.0,
"logps/rejected": -322.0,
"loss": 0.0213,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.13671875,
"rewards/margins": 5.5,
"rewards/rejected": -5.375,
"step": 670
},
{
"epoch": 2.1725239616613417,
"grad_norm": 11.520705813072723,
"learning_rate": 1.5325443786982248e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.4375,
"logps/chosen": -272.0,
"logps/rejected": -320.0,
"loss": 0.0237,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.50390625,
"rewards/margins": 5.5625,
"rewards/rejected": -5.0625,
"step": 680
},
{
"epoch": 2.2044728434504792,
"grad_norm": 11.168075169911546,
"learning_rate": 1.4733727810650885e-07,
"logits/chosen": -3.421875,
"logits/rejected": -3.375,
"logps/chosen": -278.0,
"logps/rejected": -328.0,
"loss": 0.0248,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.10791015625,
"rewards/margins": 5.34375,
"rewards/rejected": -5.4375,
"step": 690
},
{
"epoch": 2.236421725239617,
"grad_norm": 14.410493738827485,
"learning_rate": 1.4142011834319526e-07,
"logits/chosen": -3.421875,
"logits/rejected": -3.375,
"logps/chosen": -276.0,
"logps/rejected": -314.0,
"loss": 0.0269,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.359375,
"rewards/margins": 5.5625,
"rewards/rejected": -5.1875,
"step": 700
},
{
"epoch": 2.268370607028754,
"grad_norm": 14.7083036532153,
"learning_rate": 1.3550295857988164e-07,
"logits/chosen": -3.46875,
"logits/rejected": -3.515625,
"logps/chosen": -270.0,
"logps/rejected": -324.0,
"loss": 0.0278,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.16796875,
"rewards/margins": 5.875,
"rewards/rejected": -5.6875,
"step": 710
},
{
"epoch": 2.3003194888178915,
"grad_norm": 5.626342910377171,
"learning_rate": 1.2958579881656802e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.390625,
"logps/chosen": -276.0,
"logps/rejected": -322.0,
"loss": 0.0193,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.59765625,
"rewards/margins": 6.21875,
"rewards/rejected": -5.625,
"step": 720
},
{
"epoch": 2.3322683706070286,
"grad_norm": 13.550496699505759,
"learning_rate": 1.2366863905325443e-07,
"logits/chosen": -3.46875,
"logits/rejected": -3.484375,
"logps/chosen": -276.0,
"logps/rejected": -316.0,
"loss": 0.0171,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.486328125,
"rewards/margins": 5.90625,
"rewards/rejected": -5.4375,
"step": 730
},
{
"epoch": 2.364217252396166,
"grad_norm": 14.488022500712189,
"learning_rate": 1.1775147928994082e-07,
"logits/chosen": -3.46875,
"logits/rejected": -3.375,
"logps/chosen": -280.0,
"logps/rejected": -320.0,
"loss": 0.014,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1455078125,
"rewards/margins": 5.78125,
"rewards/rejected": -5.625,
"step": 740
},
{
"epoch": 2.3961661341853033,
"grad_norm": 6.315943736821987,
"learning_rate": 1.1183431952662721e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.375,
"logps/chosen": -286.0,
"logps/rejected": -320.0,
"loss": 0.0148,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.146484375,
"rewards/margins": 6.0,
"rewards/rejected": -6.15625,
"step": 750
},
{
"epoch": 2.428115015974441,
"grad_norm": 11.454733824781856,
"learning_rate": 1.059171597633136e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.390625,
"logps/chosen": -274.0,
"logps/rejected": -324.0,
"loss": 0.0174,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.314453125,
"rewards/margins": 5.90625,
"rewards/rejected": -5.59375,
"step": 760
},
{
"epoch": 2.460063897763578,
"grad_norm": 6.0042969880614905,
"learning_rate": 1e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.46875,
"logps/chosen": -282.0,
"logps/rejected": -328.0,
"loss": 0.0302,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.02001953125,
"rewards/margins": 6.34375,
"rewards/rejected": -6.3125,
"step": 770
},
{
"epoch": 2.4920127795527156,
"grad_norm": 10.72173710281155,
"learning_rate": 9.408284023668639e-08,
"logits/chosen": -3.453125,
"logits/rejected": -3.46875,
"logps/chosen": -278.0,
"logps/rejected": -334.0,
"loss": 0.0114,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.0026397705078125,
"rewards/margins": 6.0625,
"rewards/rejected": -6.0625,
"step": 780
},
{
"epoch": 2.523961661341853,
"grad_norm": 24.493058061439847,
"learning_rate": 8.816568047337278e-08,
"logits/chosen": -3.40625,
"logits/rejected": -3.359375,
"logps/chosen": -294.0,
"logps/rejected": -324.0,
"loss": 0.021,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1005859375,
"rewards/margins": 6.15625,
"rewards/rejected": -6.0625,
"step": 790
},
{
"epoch": 2.5559105431309903,
"grad_norm": 15.886645515243313,
"learning_rate": 8.224852071005916e-08,
"logits/chosen": -3.65625,
"logits/rejected": -3.46875,
"logps/chosen": -280.0,
"logps/rejected": -328.0,
"loss": 0.0234,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.07861328125,
"rewards/margins": 6.375,
"rewards/rejected": -6.46875,
"step": 800
},
{
"epoch": 2.587859424920128,
"grad_norm": 3.9555619209445485,
"learning_rate": 7.633136094674555e-08,
"logits/chosen": -3.578125,
"logits/rejected": -3.53125,
"logps/chosen": -276.0,
"logps/rejected": -338.0,
"loss": 0.0164,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.396484375,
"rewards/margins": 6.15625,
"rewards/rejected": -6.5625,
"step": 810
},
{
"epoch": 2.619808306709265,
"grad_norm": 2.6920925261494197,
"learning_rate": 7.041420118343195e-08,
"logits/chosen": -3.578125,
"logits/rejected": -3.53125,
"logps/chosen": -268.0,
"logps/rejected": -322.0,
"loss": 0.0187,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1943359375,
"rewards/margins": 5.96875,
"rewards/rejected": -5.78125,
"step": 820
},
{
"epoch": 2.6517571884984026,
"grad_norm": 28.104820989043308,
"learning_rate": 6.449704142011835e-08,
"logits/chosen": -3.546875,
"logits/rejected": -3.453125,
"logps/chosen": -286.0,
"logps/rejected": -332.0,
"loss": 0.0338,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.0654296875,
"rewards/margins": 6.34375,
"rewards/rejected": -6.40625,
"step": 830
},
{
"epoch": 2.68370607028754,
"grad_norm": 38.852024663847075,
"learning_rate": 5.857988165680473e-08,
"logits/chosen": -3.515625,
"logits/rejected": -3.53125,
"logps/chosen": -278.0,
"logps/rejected": -340.0,
"loss": 0.016,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.111328125,
"rewards/margins": 6.71875,
"rewards/rejected": -6.59375,
"step": 840
},
{
"epoch": 2.7156549520766773,
"grad_norm": 11.470307614538621,
"learning_rate": 5.266272189349112e-08,
"logits/chosen": -3.46875,
"logits/rejected": -3.46875,
"logps/chosen": -276.0,
"logps/rejected": -334.0,
"loss": 0.014,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.26953125,
"rewards/margins": 6.3125,
"rewards/rejected": -6.0625,
"step": 850
},
{
"epoch": 2.747603833865815,
"grad_norm": 13.021132027417432,
"learning_rate": 4.674556213017751e-08,
"logits/chosen": -3.53125,
"logits/rejected": -3.453125,
"logps/chosen": -278.0,
"logps/rejected": -324.0,
"loss": 0.0154,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.06640625,
"rewards/margins": 6.125,
"rewards/rejected": -6.1875,
"step": 860
},
{
"epoch": 2.779552715654952,
"grad_norm": 36.49663859440145,
"learning_rate": 4.082840236686391e-08,
"logits/chosen": -3.625,
"logits/rejected": -3.5,
"logps/chosen": -272.0,
"logps/rejected": -326.0,
"loss": 0.0161,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.12109375,
"rewards/margins": 6.4375,
"rewards/rejected": -6.34375,
"step": 870
},
{
"epoch": 2.8115015974440896,
"grad_norm": 29.264122978741245,
"learning_rate": 3.4911242603550294e-08,
"logits/chosen": -3.5625,
"logits/rejected": -3.484375,
"logps/chosen": -286.0,
"logps/rejected": -324.0,
"loss": 0.0243,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.04345703125,
"rewards/margins": 6.09375,
"rewards/rejected": -6.15625,
"step": 880
},
{
"epoch": 2.8434504792332267,
"grad_norm": 2.86898517845962,
"learning_rate": 2.8994082840236687e-08,
"logits/chosen": -3.484375,
"logits/rejected": -3.4375,
"logps/chosen": -276.0,
"logps/rejected": -330.0,
"loss": 0.0141,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.234375,
"rewards/margins": 6.34375,
"rewards/rejected": -6.09375,
"step": 890
},
{
"epoch": 2.8753993610223643,
"grad_norm": 10.07036748160809,
"learning_rate": 2.3076923076923076e-08,
"logits/chosen": -3.5625,
"logits/rejected": -3.46875,
"logps/chosen": -280.0,
"logps/rejected": -328.0,
"loss": 0.0145,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.267578125,
"rewards/margins": 6.0,
"rewards/rejected": -6.28125,
"step": 900
},
{
"epoch": 2.9073482428115014,
"grad_norm": 12.66492731535328,
"learning_rate": 1.7159763313609465e-08,
"logits/chosen": -3.53125,
"logits/rejected": -3.5625,
"logps/chosen": -274.0,
"logps/rejected": -328.0,
"loss": 0.011,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.056884765625,
"rewards/margins": 6.3125,
"rewards/rejected": -6.25,
"step": 910
},
{
"epoch": 2.939297124600639,
"grad_norm": 11.775632569946291,
"learning_rate": 1.1242603550295858e-08,
"logits/chosen": -3.46875,
"logits/rejected": -3.375,
"logps/chosen": -288.0,
"logps/rejected": -334.0,
"loss": 0.0128,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.0284423828125,
"rewards/margins": 6.59375,
"rewards/rejected": -6.5625,
"step": 920
},
{
"epoch": 2.9712460063897765,
"grad_norm": 22.713447013582453,
"learning_rate": 5.325443786982248e-09,
"logits/chosen": -3.515625,
"logits/rejected": -3.5,
"logps/chosen": -278.0,
"logps/rejected": -328.0,
"loss": 0.0164,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.4375,
"rewards/margins": 6.21875,
"rewards/rejected": -6.65625,
"step": 930
},
{
"epoch": 3.0,
"eval_logits/chosen": -3.5,
"eval_logits/rejected": -3.5625,
"eval_logps/chosen": -294.0,
"eval_logps/rejected": -312.0,
"eval_loss": 0.6788671612739563,
"eval_rewards/accuracies": 0.6785714030265808,
"eval_rewards/chosen": -2.4375,
"eval_rewards/margins": 1.5234375,
"eval_rewards/rejected": -3.953125,
"eval_runtime": 18.8652,
"eval_samples_per_second": 10.602,
"eval_steps_per_second": 0.371,
"step": 939
},
{
"epoch": 3.0,
"step": 939,
"total_flos": 0.0,
"train_loss": 0.23421857913081257,
"train_runtime": 6022.7058,
"train_samples_per_second": 4.975,
"train_steps_per_second": 0.156
}
],
"logging_steps": 10,
"max_steps": 939,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}