Mistral-7B-v0.3-Llama-2-7b-mix / trainer_state.json
AmberYifan's picture
Model save
0532020 verified
raw
history blame
45 kB
{
"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": 39.256392372009124,
"learning_rate": 5.3191489361702125e-09,
"logits/chosen": -3.34375,
"logits/rejected": -3.609375,
"logps/chosen": -40.5,
"logps/rejected": -49.25,
"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": 32.81412666334126,
"learning_rate": 5.3191489361702123e-08,
"logits/chosen": -3.09375,
"logits/rejected": -2.859375,
"logps/chosen": -41.25,
"logps/rejected": -38.25,
"loss": 0.6925,
"rewards/accuracies": 0.0972222238779068,
"rewards/chosen": -0.001739501953125,
"rewards/margins": -0.00017261505126953125,
"rewards/rejected": -0.00156402587890625,
"step": 10
},
{
"epoch": 0.06389776357827476,
"grad_norm": 31.71771727943446,
"learning_rate": 1.0638297872340425e-07,
"logits/chosen": -3.03125,
"logits/rejected": -2.8125,
"logps/chosen": -42.0,
"logps/rejected": -36.75,
"loss": 0.6887,
"rewards/accuracies": 0.15000000596046448,
"rewards/chosen": -0.0001583099365234375,
"rewards/margins": 0.0050048828125,
"rewards/rejected": -0.005157470703125,
"step": 20
},
{
"epoch": 0.09584664536741214,
"grad_norm": 33.89035773805732,
"learning_rate": 1.5957446808510638e-07,
"logits/chosen": -2.859375,
"logits/rejected": -3.0625,
"logps/chosen": -44.5,
"logps/rejected": -42.25,
"loss": 0.6852,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": 0.0032958984375,
"rewards/margins": 0.0284423828125,
"rewards/rejected": -0.025146484375,
"step": 30
},
{
"epoch": 0.12779552715654952,
"grad_norm": 33.79231622581764,
"learning_rate": 2.127659574468085e-07,
"logits/chosen": -3.109375,
"logits/rejected": -2.921875,
"logps/chosen": -47.5,
"logps/rejected": -37.75,
"loss": 0.6768,
"rewards/accuracies": 0.26249998807907104,
"rewards/chosen": 0.03759765625,
"rewards/margins": 0.029296875,
"rewards/rejected": 0.00830078125,
"step": 40
},
{
"epoch": 0.1597444089456869,
"grad_norm": 33.962249009797624,
"learning_rate": 2.659574468085106e-07,
"logits/chosen": -3.046875,
"logits/rejected": -2.828125,
"logps/chosen": -39.0,
"logps/rejected": -35.25,
"loss": 0.6589,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": 0.04638671875,
"rewards/margins": 0.08740234375,
"rewards/rejected": -0.040771484375,
"step": 50
},
{
"epoch": 0.19169329073482427,
"grad_norm": 31.06082261346926,
"learning_rate": 3.1914893617021275e-07,
"logits/chosen": -2.9375,
"logits/rejected": -2.890625,
"logps/chosen": -36.0,
"logps/rejected": -41.5,
"loss": 0.6679,
"rewards/accuracies": 0.36250001192092896,
"rewards/chosen": 0.0947265625,
"rewards/margins": 0.087890625,
"rewards/rejected": 0.00640869140625,
"step": 60
},
{
"epoch": 0.22364217252396165,
"grad_norm": 33.61384586606748,
"learning_rate": 3.7234042553191484e-07,
"logits/chosen": -3.25,
"logits/rejected": -2.796875,
"logps/chosen": -54.0,
"logps/rejected": -39.5,
"loss": 0.6207,
"rewards/accuracies": 0.4375,
"rewards/chosen": 0.054931640625,
"rewards/margins": 0.296875,
"rewards/rejected": -0.2421875,
"step": 70
},
{
"epoch": 0.25559105431309903,
"grad_norm": 29.13019721736027,
"learning_rate": 4.25531914893617e-07,
"logits/chosen": -3.28125,
"logits/rejected": -3.0,
"logps/chosen": -49.0,
"logps/rejected": -47.0,
"loss": 0.6504,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.140625,
"rewards/margins": 0.2734375,
"rewards/rejected": -0.4140625,
"step": 80
},
{
"epoch": 0.28753993610223644,
"grad_norm": 40.06738628161476,
"learning_rate": 4.787234042553192e-07,
"logits/chosen": -3.390625,
"logits/rejected": -2.90625,
"logps/chosen": -47.75,
"logps/rejected": -38.25,
"loss": 0.5986,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.00396728515625,
"rewards/margins": 0.265625,
"rewards/rejected": -0.26953125,
"step": 90
},
{
"epoch": 0.3194888178913738,
"grad_norm": 26.980268633866878,
"learning_rate": 4.964497041420119e-07,
"logits/chosen": -3.1875,
"logits/rejected": -3.0,
"logps/chosen": -43.25,
"logps/rejected": -43.25,
"loss": 0.6019,
"rewards/accuracies": 0.4124999940395355,
"rewards/chosen": -0.146484375,
"rewards/margins": 0.30859375,
"rewards/rejected": -0.455078125,
"step": 100
},
{
"epoch": 0.3514376996805112,
"grad_norm": 42.49654986796296,
"learning_rate": 4.905325443786982e-07,
"logits/chosen": -2.984375,
"logits/rejected": -3.140625,
"logps/chosen": -45.75,
"logps/rejected": -53.5,
"loss": 0.5866,
"rewards/accuracies": 0.36250001192092896,
"rewards/chosen": -0.1298828125,
"rewards/margins": 0.546875,
"rewards/rejected": -0.67578125,
"step": 110
},
{
"epoch": 0.38338658146964855,
"grad_norm": 33.45575091341326,
"learning_rate": 4.846153846153846e-07,
"logits/chosen": -3.375,
"logits/rejected": -3.109375,
"logps/chosen": -55.75,
"logps/rejected": -53.25,
"loss": 0.5792,
"rewards/accuracies": 0.4375,
"rewards/chosen": -0.2890625,
"rewards/margins": 0.59375,
"rewards/rejected": -0.8828125,
"step": 120
},
{
"epoch": 0.41533546325878595,
"grad_norm": 35.64973041956874,
"learning_rate": 4.78698224852071e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.96875,
"logps/chosen": -45.25,
"logps/rejected": -47.0,
"loss": 0.5991,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": -0.255859375,
"rewards/margins": 0.5,
"rewards/rejected": -0.75390625,
"step": 130
},
{
"epoch": 0.4472843450479233,
"grad_norm": 33.67312459569186,
"learning_rate": 4.727810650887574e-07,
"logits/chosen": -3.328125,
"logits/rejected": -3.046875,
"logps/chosen": -48.25,
"logps/rejected": -52.75,
"loss": 0.544,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.2412109375,
"rewards/margins": 0.8359375,
"rewards/rejected": -1.078125,
"step": 140
},
{
"epoch": 0.4792332268370607,
"grad_norm": 16.223843544431134,
"learning_rate": 4.668639053254438e-07,
"logits/chosen": -3.078125,
"logits/rejected": -3.03125,
"logps/chosen": -48.25,
"logps/rejected": -54.25,
"loss": 0.5827,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.4609375,
"rewards/margins": 0.8046875,
"rewards/rejected": -1.265625,
"step": 150
},
{
"epoch": 0.5111821086261981,
"grad_norm": 30.865326556253784,
"learning_rate": 4.6094674556213014e-07,
"logits/chosen": -2.984375,
"logits/rejected": -2.75,
"logps/chosen": -46.75,
"logps/rejected": -51.0,
"loss": 0.5442,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.4296875,
"rewards/margins": 0.875,
"rewards/rejected": -1.3046875,
"step": 160
},
{
"epoch": 0.5431309904153354,
"grad_norm": 22.81312034142999,
"learning_rate": 4.5502958579881655e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.8125,
"logps/chosen": -44.0,
"logps/rejected": -49.5,
"loss": 0.5765,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.4609375,
"rewards/margins": 0.8203125,
"rewards/rejected": -1.28125,
"step": 170
},
{
"epoch": 0.5750798722044729,
"grad_norm": 50.05578499574947,
"learning_rate": 4.491124260355029e-07,
"logits/chosen": -3.140625,
"logits/rejected": -2.921875,
"logps/chosen": -49.25,
"logps/rejected": -56.25,
"loss": 0.5266,
"rewards/accuracies": 0.4375,
"rewards/chosen": -0.42578125,
"rewards/margins": 1.1796875,
"rewards/rejected": -1.609375,
"step": 180
},
{
"epoch": 0.6070287539936102,
"grad_norm": 20.57671100687128,
"learning_rate": 4.4319526627218936e-07,
"logits/chosen": -3.3125,
"logits/rejected": -2.734375,
"logps/chosen": -56.25,
"logps/rejected": -45.5,
"loss": 0.5544,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -0.5234375,
"rewards/margins": 0.70703125,
"rewards/rejected": -1.2265625,
"step": 190
},
{
"epoch": 0.6389776357827476,
"grad_norm": 35.51097905099775,
"learning_rate": 4.372781065088757e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.890625,
"logps/chosen": -49.75,
"logps/rejected": -53.0,
"loss": 0.6029,
"rewards/accuracies": 0.38749998807907104,
"rewards/chosen": -0.5546875,
"rewards/margins": 0.83984375,
"rewards/rejected": -1.390625,
"step": 200
},
{
"epoch": 0.670926517571885,
"grad_norm": 17.899965646039988,
"learning_rate": 4.313609467455621e-07,
"logits/chosen": -3.140625,
"logits/rejected": -3.015625,
"logps/chosen": -44.5,
"logps/rejected": -50.0,
"loss": 0.5345,
"rewards/accuracies": 0.38749998807907104,
"rewards/chosen": -0.54296875,
"rewards/margins": 0.796875,
"rewards/rejected": -1.34375,
"step": 210
},
{
"epoch": 0.7028753993610224,
"grad_norm": 21.641681357355413,
"learning_rate": 4.2544378698224847e-07,
"logits/chosen": -2.828125,
"logits/rejected": -2.890625,
"logps/chosen": -48.5,
"logps/rejected": -53.75,
"loss": 0.5107,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -0.546875,
"rewards/margins": 0.92578125,
"rewards/rejected": -1.4765625,
"step": 220
},
{
"epoch": 0.7348242811501597,
"grad_norm": 26.32082815714621,
"learning_rate": 4.195266272189349e-07,
"logits/chosen": -3.15625,
"logits/rejected": -2.828125,
"logps/chosen": -57.0,
"logps/rejected": -54.25,
"loss": 0.574,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.83984375,
"rewards/margins": 0.97265625,
"rewards/rejected": -1.8125,
"step": 230
},
{
"epoch": 0.7667731629392971,
"grad_norm": 25.67855359237542,
"learning_rate": 4.1360946745562133e-07,
"logits/chosen": -3.0625,
"logits/rejected": -2.609375,
"logps/chosen": -47.75,
"logps/rejected": -47.5,
"loss": 0.5904,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": -0.7109375,
"rewards/margins": 0.625,
"rewards/rejected": -1.3359375,
"step": 240
},
{
"epoch": 0.7987220447284346,
"grad_norm": 9.719975462174387,
"learning_rate": 4.076923076923077e-07,
"logits/chosen": -3.25,
"logits/rejected": -3.03125,
"logps/chosen": -52.0,
"logps/rejected": -62.5,
"loss": 0.4791,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.5078125,
"rewards/margins": 1.5234375,
"rewards/rejected": -2.03125,
"step": 250
},
{
"epoch": 0.8306709265175719,
"grad_norm": 29.21855201998469,
"learning_rate": 4.017751479289941e-07,
"logits/chosen": -3.125,
"logits/rejected": -2.625,
"logps/chosen": -48.5,
"logps/rejected": -52.75,
"loss": 0.4803,
"rewards/accuracies": 0.4124999940395355,
"rewards/chosen": -0.953125,
"rewards/margins": 0.94140625,
"rewards/rejected": -1.890625,
"step": 260
},
{
"epoch": 0.8626198083067093,
"grad_norm": 25.205926846344735,
"learning_rate": 3.9585798816568044e-07,
"logits/chosen": -3.28125,
"logits/rejected": -2.859375,
"logps/chosen": -50.75,
"logps/rejected": -60.25,
"loss": 0.5525,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.87890625,
"rewards/margins": 1.296875,
"rewards/rejected": -2.171875,
"step": 270
},
{
"epoch": 0.8945686900958466,
"grad_norm": 36.1167561440604,
"learning_rate": 3.8994082840236685e-07,
"logits/chosen": -3.125,
"logits/rejected": -2.8125,
"logps/chosen": -53.5,
"logps/rejected": -54.5,
"loss": 0.5372,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.546875,
"rewards/margins": 1.265625,
"rewards/rejected": -1.8125,
"step": 280
},
{
"epoch": 0.9265175718849841,
"grad_norm": 30.60002887625237,
"learning_rate": 3.840236686390532e-07,
"logits/chosen": -3.234375,
"logits/rejected": -2.875,
"logps/chosen": -57.75,
"logps/rejected": -64.5,
"loss": 0.5178,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.8046875,
"rewards/margins": 1.6328125,
"rewards/rejected": -2.4375,
"step": 290
},
{
"epoch": 0.9584664536741214,
"grad_norm": 8.950670028012786,
"learning_rate": 3.7810650887573966e-07,
"logits/chosen": -2.96875,
"logits/rejected": -3.03125,
"logps/chosen": -47.75,
"logps/rejected": -69.5,
"loss": 0.5006,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.96875,
"rewards/margins": 1.5078125,
"rewards/rejected": -2.484375,
"step": 300
},
{
"epoch": 0.9904153354632588,
"grad_norm": 30.917476600395073,
"learning_rate": 3.72189349112426e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.96875,
"logps/chosen": -55.75,
"logps/rejected": -67.0,
"loss": 0.5163,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.74609375,
"rewards/margins": 1.5546875,
"rewards/rejected": -2.296875,
"step": 310
},
{
"epoch": 1.0,
"eval_logits/chosen": -3.296875,
"eval_logits/rejected": -2.671875,
"eval_logps/chosen": -62.25,
"eval_logps/rejected": -57.5,
"eval_loss": 0.5627734661102295,
"eval_rewards/accuracies": 0.4642857015132904,
"eval_rewards/chosen": -0.9453125,
"eval_rewards/margins": 1.0078125,
"eval_rewards/rejected": -1.953125,
"eval_runtime": 12.3094,
"eval_samples_per_second": 16.248,
"eval_steps_per_second": 0.569,
"step": 313
},
{
"epoch": 1.0223642172523961,
"grad_norm": 19.979402907011902,
"learning_rate": 3.662721893491124e-07,
"logits/chosen": -2.90625,
"logits/rejected": -2.921875,
"logps/chosen": -57.75,
"logps/rejected": -71.5,
"loss": 0.3885,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.6875,
"rewards/margins": 2.171875,
"rewards/rejected": -2.859375,
"step": 320
},
{
"epoch": 1.0543130990415335,
"grad_norm": 19.525096175475955,
"learning_rate": 3.603550295857988e-07,
"logits/chosen": -3.21875,
"logits/rejected": -2.953125,
"logps/chosen": -54.25,
"logps/rejected": -83.0,
"loss": 0.3903,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.80859375,
"rewards/margins": 2.8125,
"rewards/rejected": -3.625,
"step": 330
},
{
"epoch": 1.0862619808306708,
"grad_norm": 9.288653666013474,
"learning_rate": 3.544378698224852e-07,
"logits/chosen": -2.875,
"logits/rejected": -3.0,
"logps/chosen": -54.0,
"logps/rejected": -79.0,
"loss": 0.4058,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -1.1953125,
"rewards/margins": 2.21875,
"rewards/rejected": -3.40625,
"step": 340
},
{
"epoch": 1.1182108626198084,
"grad_norm": 11.383357395078532,
"learning_rate": 3.485207100591716e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.90625,
"logps/chosen": -51.25,
"logps/rejected": -65.5,
"loss": 0.4021,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.3828125,
"rewards/margins": 2.171875,
"rewards/rejected": -2.5625,
"step": 350
},
{
"epoch": 1.1501597444089458,
"grad_norm": 9.539795711347603,
"learning_rate": 3.42603550295858e-07,
"logits/chosen": -3.125,
"logits/rejected": -2.71875,
"logps/chosen": -52.5,
"logps/rejected": -74.0,
"loss": 0.4098,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.828125,
"rewards/margins": 2.546875,
"rewards/rejected": -3.375,
"step": 360
},
{
"epoch": 1.182108626198083,
"grad_norm": 5.410467971043836,
"learning_rate": 3.366863905325444e-07,
"logits/chosen": -2.96875,
"logits/rejected": -2.625,
"logps/chosen": -55.5,
"logps/rejected": -77.5,
"loss": 0.412,
"rewards/accuracies": 0.4375,
"rewards/chosen": -1.3671875,
"rewards/margins": 2.546875,
"rewards/rejected": -3.921875,
"step": 370
},
{
"epoch": 1.2140575079872205,
"grad_norm": 42.894653920828944,
"learning_rate": 3.3076923076923075e-07,
"logits/chosen": -3.0,
"logits/rejected": -2.921875,
"logps/chosen": -56.0,
"logps/rejected": -90.5,
"loss": 0.3701,
"rewards/accuracies": 0.5625,
"rewards/chosen": -1.4296875,
"rewards/margins": 2.984375,
"rewards/rejected": -4.4375,
"step": 380
},
{
"epoch": 1.2460063897763578,
"grad_norm": 4.660091869361321,
"learning_rate": 3.2485207100591716e-07,
"logits/chosen": -3.25,
"logits/rejected": -2.828125,
"logps/chosen": -58.5,
"logps/rejected": -83.5,
"loss": 0.3882,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -1.078125,
"rewards/margins": 2.890625,
"rewards/rejected": -3.96875,
"step": 390
},
{
"epoch": 1.2779552715654952,
"grad_norm": 10.38551782674793,
"learning_rate": 3.189349112426035e-07,
"logits/chosen": -2.71875,
"logits/rejected": -2.9375,
"logps/chosen": -51.0,
"logps/rejected": -105.0,
"loss": 0.3654,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -1.8828125,
"rewards/margins": 3.15625,
"rewards/rejected": -5.03125,
"step": 400
},
{
"epoch": 1.3099041533546325,
"grad_norm": 39.726027217808905,
"learning_rate": 3.130177514792899e-07,
"logits/chosen": -2.65625,
"logits/rejected": -2.75,
"logps/chosen": -55.75,
"logps/rejected": -84.0,
"loss": 0.4834,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -2.234375,
"rewards/margins": 2.09375,
"rewards/rejected": -4.3125,
"step": 410
},
{
"epoch": 1.34185303514377,
"grad_norm": 24.27561181663484,
"learning_rate": 3.071005917159763e-07,
"logits/chosen": -2.953125,
"logits/rejected": -2.953125,
"logps/chosen": -64.5,
"logps/rejected": -93.5,
"loss": 0.3913,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.28125,
"rewards/margins": 2.671875,
"rewards/rejected": -4.9375,
"step": 420
},
{
"epoch": 1.3738019169329074,
"grad_norm": 19.45683862793217,
"learning_rate": 3.011834319526627e-07,
"logits/chosen": -3.140625,
"logits/rejected": -2.84375,
"logps/chosen": -72.0,
"logps/rejected": -95.0,
"loss": 0.4083,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -2.46875,
"rewards/margins": 2.828125,
"rewards/rejected": -5.3125,
"step": 430
},
{
"epoch": 1.4057507987220448,
"grad_norm": 1.2563354685102903,
"learning_rate": 2.952662721893491e-07,
"logits/chosen": -3.234375,
"logits/rejected": -2.859375,
"logps/chosen": -68.0,
"logps/rejected": -87.5,
"loss": 0.3984,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -2.3125,
"rewards/margins": 2.546875,
"rewards/rejected": -4.875,
"step": 440
},
{
"epoch": 1.4376996805111821,
"grad_norm": 4.240474199552514,
"learning_rate": 2.893491124260355e-07,
"logits/chosen": -3.109375,
"logits/rejected": -2.5625,
"logps/chosen": -73.0,
"logps/rejected": -79.5,
"loss": 0.3611,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -2.203125,
"rewards/margins": 2.3125,
"rewards/rejected": -4.53125,
"step": 450
},
{
"epoch": 1.4696485623003195,
"grad_norm": 3.2015246666235604,
"learning_rate": 2.834319526627219e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.75,
"logps/chosen": -69.0,
"logps/rejected": -91.5,
"loss": 0.3509,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -2.265625,
"rewards/margins": 3.03125,
"rewards/rejected": -5.3125,
"step": 460
},
{
"epoch": 1.5015974440894568,
"grad_norm": 3.7256888631342133,
"learning_rate": 2.7751479289940824e-07,
"logits/chosen": -3.09375,
"logits/rejected": -2.828125,
"logps/chosen": -70.0,
"logps/rejected": -109.0,
"loss": 0.3974,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.703125,
"rewards/margins": 3.734375,
"rewards/rejected": -6.4375,
"step": 470
},
{
"epoch": 1.5335463258785942,
"grad_norm": 30.783598585888882,
"learning_rate": 2.715976331360947e-07,
"logits/chosen": -2.984375,
"logits/rejected": -2.609375,
"logps/chosen": -73.5,
"logps/rejected": -97.0,
"loss": 0.3989,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -2.28125,
"rewards/margins": 3.484375,
"rewards/rejected": -5.75,
"step": 480
},
{
"epoch": 1.5654952076677318,
"grad_norm": 21.790945391552757,
"learning_rate": 2.6568047337278106e-07,
"logits/chosen": -2.828125,
"logits/rejected": -2.40625,
"logps/chosen": -67.0,
"logps/rejected": -85.0,
"loss": 0.3987,
"rewards/accuracies": 0.4124999940395355,
"rewards/chosen": -2.4375,
"rewards/margins": 2.53125,
"rewards/rejected": -4.96875,
"step": 490
},
{
"epoch": 1.5974440894568689,
"grad_norm": 18.515662271373987,
"learning_rate": 2.5976331360946746e-07,
"logits/chosen": -3.140625,
"logits/rejected": -2.578125,
"logps/chosen": -64.5,
"logps/rejected": -88.5,
"loss": 0.3768,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -1.8671875,
"rewards/margins": 3.203125,
"rewards/rejected": -5.09375,
"step": 500
},
{
"epoch": 1.6293929712460065,
"grad_norm": 31.795221660155256,
"learning_rate": 2.538461538461538e-07,
"logits/chosen": -2.796875,
"logits/rejected": -2.65625,
"logps/chosen": -61.25,
"logps/rejected": -92.0,
"loss": 0.4063,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -2.28125,
"rewards/margins": 2.875,
"rewards/rejected": -5.15625,
"step": 510
},
{
"epoch": 1.6613418530351438,
"grad_norm": 29.964446819474464,
"learning_rate": 2.479289940828402e-07,
"logits/chosen": -3.328125,
"logits/rejected": -2.765625,
"logps/chosen": -70.0,
"logps/rejected": -86.5,
"loss": 0.3787,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -1.625,
"rewards/margins": 3.171875,
"rewards/rejected": -4.8125,
"step": 520
},
{
"epoch": 1.6932907348242812,
"grad_norm": 2.216495724515744,
"learning_rate": 2.420118343195266e-07,
"logits/chosen": -3.25,
"logits/rejected": -2.828125,
"logps/chosen": -64.0,
"logps/rejected": -79.0,
"loss": 0.3663,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -1.7578125,
"rewards/margins": 2.625,
"rewards/rejected": -4.375,
"step": 530
},
{
"epoch": 1.7252396166134185,
"grad_norm": 76.57538198001816,
"learning_rate": 2.36094674556213e-07,
"logits/chosen": -3.265625,
"logits/rejected": -2.671875,
"logps/chosen": -74.5,
"logps/rejected": -90.5,
"loss": 0.4094,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.9375,
"rewards/margins": 3.203125,
"rewards/rejected": -5.125,
"step": 540
},
{
"epoch": 1.7571884984025559,
"grad_norm": 20.192906544010256,
"learning_rate": 2.301775147928994e-07,
"logits/chosen": -2.90625,
"logits/rejected": -2.625,
"logps/chosen": -69.5,
"logps/rejected": -108.0,
"loss": 0.3854,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.71875,
"rewards/margins": 3.828125,
"rewards/rejected": -6.5625,
"step": 550
},
{
"epoch": 1.7891373801916934,
"grad_norm": 12.963480738098086,
"learning_rate": 2.242603550295858e-07,
"logits/chosen": -3.0,
"logits/rejected": -2.890625,
"logps/chosen": -68.0,
"logps/rejected": -110.0,
"loss": 0.3581,
"rewards/accuracies": 0.5625,
"rewards/chosen": -2.46875,
"rewards/margins": 3.671875,
"rewards/rejected": -6.125,
"step": 560
},
{
"epoch": 1.8210862619808306,
"grad_norm": 1.229526550945938,
"learning_rate": 2.1834319526627217e-07,
"logits/chosen": -2.921875,
"logits/rejected": -2.78125,
"logps/chosen": -67.5,
"logps/rejected": -96.5,
"loss": 0.3482,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -1.9921875,
"rewards/margins": 3.375,
"rewards/rejected": -5.375,
"step": 570
},
{
"epoch": 1.8530351437699681,
"grad_norm": 28.7303260287631,
"learning_rate": 2.1242603550295858e-07,
"logits/chosen": -2.96875,
"logits/rejected": -2.75,
"logps/chosen": -68.5,
"logps/rejected": -97.0,
"loss": 0.4004,
"rewards/accuracies": 0.5625,
"rewards/chosen": -1.9921875,
"rewards/margins": 3.65625,
"rewards/rejected": -5.625,
"step": 580
},
{
"epoch": 1.8849840255591053,
"grad_norm": 19.014790872128135,
"learning_rate": 2.0650887573964496e-07,
"logits/chosen": -2.984375,
"logits/rejected": -2.65625,
"logps/chosen": -70.5,
"logps/rejected": -98.5,
"loss": 0.3753,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -2.375,
"rewards/margins": 3.390625,
"rewards/rejected": -5.78125,
"step": 590
},
{
"epoch": 1.9169329073482428,
"grad_norm": 35.984289038664066,
"learning_rate": 2.0059171597633133e-07,
"logits/chosen": -2.796875,
"logits/rejected": -2.4375,
"logps/chosen": -71.0,
"logps/rejected": -94.0,
"loss": 0.3799,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -3.0625,
"rewards/margins": 2.59375,
"rewards/rejected": -5.65625,
"step": 600
},
{
"epoch": 1.9488817891373802,
"grad_norm": 13.792657937454177,
"learning_rate": 1.9467455621301774e-07,
"logits/chosen": -2.546875,
"logits/rejected": -2.90625,
"logps/chosen": -66.5,
"logps/rejected": -107.0,
"loss": 0.3635,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -2.75,
"rewards/margins": 3.328125,
"rewards/rejected": -6.0625,
"step": 610
},
{
"epoch": 1.9808306709265175,
"grad_norm": 5.937775728533351,
"learning_rate": 1.8875739644970412e-07,
"logits/chosen": -2.59375,
"logits/rejected": -2.8125,
"logps/chosen": -72.5,
"logps/rejected": -110.0,
"loss": 0.421,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -2.796875,
"rewards/margins": 3.828125,
"rewards/rejected": -6.625,
"step": 620
},
{
"epoch": 2.0,
"eval_logits/chosen": -3.15625,
"eval_logits/rejected": -2.4375,
"eval_logps/chosen": -84.5,
"eval_logps/rejected": -89.5,
"eval_loss": 0.6398046612739563,
"eval_rewards/accuracies": 0.5,
"eval_rewards/chosen": -3.1875,
"eval_rewards/margins": 1.9765625,
"eval_rewards/rejected": -5.15625,
"eval_runtime": 12.4392,
"eval_samples_per_second": 16.078,
"eval_steps_per_second": 0.563,
"step": 626
},
{
"epoch": 2.012779552715655,
"grad_norm": 0.24081084446226275,
"learning_rate": 1.8284023668639053e-07,
"logits/chosen": -2.734375,
"logits/rejected": -2.84375,
"logps/chosen": -68.0,
"logps/rejected": -100.0,
"loss": 0.3339,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -2.578125,
"rewards/margins": 3.109375,
"rewards/rejected": -5.6875,
"step": 630
},
{
"epoch": 2.0447284345047922,
"grad_norm": 1.4786780156913717,
"learning_rate": 1.7692307692307693e-07,
"logits/chosen": -2.6875,
"logits/rejected": -2.46875,
"logps/chosen": -75.5,
"logps/rejected": -102.5,
"loss": 0.3557,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.6875,
"rewards/margins": 3.6875,
"rewards/rejected": -6.375,
"step": 640
},
{
"epoch": 2.07667731629393,
"grad_norm": 0.43777076786049535,
"learning_rate": 1.710059171597633e-07,
"logits/chosen": -2.71875,
"logits/rejected": -2.328125,
"logps/chosen": -74.0,
"logps/rejected": -105.5,
"loss": 0.3302,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -2.890625,
"rewards/margins": 3.8125,
"rewards/rejected": -6.71875,
"step": 650
},
{
"epoch": 2.108626198083067,
"grad_norm": 0.7933794542571138,
"learning_rate": 1.650887573964497e-07,
"logits/chosen": -2.5625,
"logits/rejected": -2.078125,
"logps/chosen": -74.0,
"logps/rejected": -102.5,
"loss": 0.3764,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -3.109375,
"rewards/margins": 3.59375,
"rewards/rejected": -6.71875,
"step": 660
},
{
"epoch": 2.1405750798722045,
"grad_norm": 1.7952137818955538,
"learning_rate": 1.591715976331361e-07,
"logits/chosen": -2.8125,
"logits/rejected": -2.421875,
"logps/chosen": -75.5,
"logps/rejected": -115.5,
"loss": 0.3522,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -2.890625,
"rewards/margins": 4.5625,
"rewards/rejected": -7.46875,
"step": 670
},
{
"epoch": 2.1725239616613417,
"grad_norm": 23.23248789540149,
"learning_rate": 1.5325443786982248e-07,
"logits/chosen": -2.796875,
"logits/rejected": -2.4375,
"logps/chosen": -81.0,
"logps/rejected": -131.0,
"loss": 0.3342,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -3.1875,
"rewards/margins": 5.4375,
"rewards/rejected": -8.625,
"step": 680
},
{
"epoch": 2.2044728434504792,
"grad_norm": 0.2830134057080892,
"learning_rate": 1.4733727810650885e-07,
"logits/chosen": -2.46875,
"logits/rejected": -2.734375,
"logps/chosen": -78.0,
"logps/rejected": -128.0,
"loss": 0.3383,
"rewards/accuracies": 0.5625,
"rewards/chosen": -3.71875,
"rewards/margins": 4.53125,
"rewards/rejected": -8.25,
"step": 690
},
{
"epoch": 2.236421725239617,
"grad_norm": 1.6720622855289147,
"learning_rate": 1.4142011834319526e-07,
"logits/chosen": -2.796875,
"logits/rejected": -2.109375,
"logps/chosen": -74.0,
"logps/rejected": -102.5,
"loss": 0.3513,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -2.703125,
"rewards/margins": 4.125,
"rewards/rejected": -6.8125,
"step": 700
},
{
"epoch": 2.268370607028754,
"grad_norm": 0.09193888712214437,
"learning_rate": 1.3550295857988164e-07,
"logits/chosen": -2.765625,
"logits/rejected": -1.8046875,
"logps/chosen": -82.0,
"logps/rejected": -117.0,
"loss": 0.3288,
"rewards/accuracies": 0.4375,
"rewards/chosen": -3.65625,
"rewards/margins": 4.3125,
"rewards/rejected": -7.9375,
"step": 710
},
{
"epoch": 2.3003194888178915,
"grad_norm": 58.04141926321015,
"learning_rate": 1.2958579881656802e-07,
"logits/chosen": -2.0,
"logits/rejected": -2.125,
"logps/chosen": -73.0,
"logps/rejected": -112.0,
"loss": 0.351,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -3.546875,
"rewards/margins": 4.03125,
"rewards/rejected": -7.59375,
"step": 720
},
{
"epoch": 2.3322683706070286,
"grad_norm": 1.4519424377983725,
"learning_rate": 1.2366863905325443e-07,
"logits/chosen": -2.578125,
"logits/rejected": -2.203125,
"logps/chosen": -81.0,
"logps/rejected": -121.0,
"loss": 0.3597,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.453125,
"rewards/margins": 4.59375,
"rewards/rejected": -8.0625,
"step": 730
},
{
"epoch": 2.364217252396166,
"grad_norm": 5.079228609002224,
"learning_rate": 1.1775147928994082e-07,
"logits/chosen": -2.5625,
"logits/rejected": -2.375,
"logps/chosen": -79.5,
"logps/rejected": -127.0,
"loss": 0.339,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -3.40625,
"rewards/margins": 4.8125,
"rewards/rejected": -8.25,
"step": 740
},
{
"epoch": 2.3961661341853033,
"grad_norm": 9.792346923133946,
"learning_rate": 1.1183431952662721e-07,
"logits/chosen": -2.515625,
"logits/rejected": -2.5625,
"logps/chosen": -69.5,
"logps/rejected": -140.0,
"loss": 0.367,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -3.171875,
"rewards/margins": 6.21875,
"rewards/rejected": -9.375,
"step": 750
},
{
"epoch": 2.428115015974441,
"grad_norm": 1.3111870951758757,
"learning_rate": 1.059171597633136e-07,
"logits/chosen": -2.40625,
"logits/rejected": -1.8984375,
"logps/chosen": -79.0,
"logps/rejected": -111.5,
"loss": 0.3127,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.34375,
"rewards/margins": 4.40625,
"rewards/rejected": -7.75,
"step": 760
},
{
"epoch": 2.460063897763578,
"grad_norm": 1.9510256297266442,
"learning_rate": 1e-07,
"logits/chosen": -2.09375,
"logits/rejected": -2.5,
"logps/chosen": -76.5,
"logps/rejected": -144.0,
"loss": 0.3348,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -4.15625,
"rewards/margins": 5.6875,
"rewards/rejected": -9.875,
"step": 770
},
{
"epoch": 2.4920127795527156,
"grad_norm": 1.9059132414634314,
"learning_rate": 9.408284023668639e-08,
"logits/chosen": -2.421875,
"logits/rejected": -2.21875,
"logps/chosen": -80.0,
"logps/rejected": -126.0,
"loss": 0.3442,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -4.0625,
"rewards/margins": 4.375,
"rewards/rejected": -8.4375,
"step": 780
},
{
"epoch": 2.523961661341853,
"grad_norm": 0.31027943136213487,
"learning_rate": 8.816568047337278e-08,
"logits/chosen": -2.515625,
"logits/rejected": -2.046875,
"logps/chosen": -78.0,
"logps/rejected": -112.0,
"loss": 0.3619,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -3.71875,
"rewards/margins": 3.875,
"rewards/rejected": -7.59375,
"step": 790
},
{
"epoch": 2.5559105431309903,
"grad_norm": 0.2032960693026033,
"learning_rate": 8.224852071005916e-08,
"logits/chosen": -1.765625,
"logits/rejected": -2.40625,
"logps/chosen": -76.0,
"logps/rejected": -142.0,
"loss": 0.3137,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.78125,
"rewards/margins": 5.59375,
"rewards/rejected": -9.375,
"step": 800
},
{
"epoch": 2.587859424920128,
"grad_norm": 3.385333589630319,
"learning_rate": 7.633136094674555e-08,
"logits/chosen": -2.40625,
"logits/rejected": -1.9765625,
"logps/chosen": -80.0,
"logps/rejected": -111.5,
"loss": 0.3805,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -3.359375,
"rewards/margins": 4.40625,
"rewards/rejected": -7.78125,
"step": 810
},
{
"epoch": 2.619808306709265,
"grad_norm": 13.883235922734205,
"learning_rate": 7.041420118343195e-08,
"logits/chosen": -2.515625,
"logits/rejected": -2.15625,
"logps/chosen": -80.0,
"logps/rejected": -129.0,
"loss": 0.3535,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -2.9375,
"rewards/margins": 5.84375,
"rewards/rejected": -8.75,
"step": 820
},
{
"epoch": 2.6517571884984026,
"grad_norm": 0.6219296336110521,
"learning_rate": 6.449704142011835e-08,
"logits/chosen": -2.296875,
"logits/rejected": -2.484375,
"logps/chosen": -82.5,
"logps/rejected": -131.0,
"loss": 0.3589,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -3.40625,
"rewards/margins": 5.0,
"rewards/rejected": -8.4375,
"step": 830
},
{
"epoch": 2.68370607028754,
"grad_norm": 0.6049056846208167,
"learning_rate": 5.857988165680473e-08,
"logits/chosen": -2.453125,
"logits/rejected": -1.671875,
"logps/chosen": -81.5,
"logps/rejected": -122.5,
"loss": 0.3279,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -3.28125,
"rewards/margins": 5.53125,
"rewards/rejected": -8.8125,
"step": 840
},
{
"epoch": 2.7156549520766773,
"grad_norm": 5.648108737262734,
"learning_rate": 5.266272189349112e-08,
"logits/chosen": -2.40625,
"logits/rejected": -2.453125,
"logps/chosen": -80.5,
"logps/rejected": -132.0,
"loss": 0.3477,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -3.65625,
"rewards/margins": 5.375,
"rewards/rejected": -9.0625,
"step": 850
},
{
"epoch": 2.747603833865815,
"grad_norm": 2.2238661378386153,
"learning_rate": 4.674556213017751e-08,
"logits/chosen": -2.265625,
"logits/rejected": -2.015625,
"logps/chosen": -82.5,
"logps/rejected": -117.0,
"loss": 0.3711,
"rewards/accuracies": 0.4124999940395355,
"rewards/chosen": -3.921875,
"rewards/margins": 3.875,
"rewards/rejected": -7.8125,
"step": 860
},
{
"epoch": 2.779552715654952,
"grad_norm": 3.990432381254641,
"learning_rate": 4.082840236686391e-08,
"logits/chosen": -2.21875,
"logits/rejected": -1.78125,
"logps/chosen": -81.0,
"logps/rejected": -119.0,
"loss": 0.3486,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -3.953125,
"rewards/margins": 4.53125,
"rewards/rejected": -8.5,
"step": 870
},
{
"epoch": 2.8115015974440896,
"grad_norm": 0.11041856289613622,
"learning_rate": 3.4911242603550294e-08,
"logits/chosen": -1.9609375,
"logits/rejected": -2.125,
"logps/chosen": -78.0,
"logps/rejected": -131.0,
"loss": 0.3316,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.09375,
"rewards/margins": 4.96875,
"rewards/rejected": -9.0625,
"step": 880
},
{
"epoch": 2.8434504792332267,
"grad_norm": 0.43906962839319524,
"learning_rate": 2.8994082840236687e-08,
"logits/chosen": -2.40625,
"logits/rejected": -1.890625,
"logps/chosen": -79.0,
"logps/rejected": -132.0,
"loss": 0.3327,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -3.453125,
"rewards/margins": 5.96875,
"rewards/rejected": -9.375,
"step": 890
},
{
"epoch": 2.8753993610223643,
"grad_norm": 0.08615648524755898,
"learning_rate": 2.3076923076923076e-08,
"logits/chosen": -1.734375,
"logits/rejected": -1.9296875,
"logps/chosen": -74.5,
"logps/rejected": -124.0,
"loss": 0.3596,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -4.21875,
"rewards/margins": 4.46875,
"rewards/rejected": -8.6875,
"step": 900
},
{
"epoch": 2.9073482428115014,
"grad_norm": 41.28653117321922,
"learning_rate": 1.7159763313609465e-08,
"logits/chosen": -2.421875,
"logits/rejected": -2.078125,
"logps/chosen": -76.0,
"logps/rejected": -119.5,
"loss": 0.3181,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -3.25,
"rewards/margins": 4.9375,
"rewards/rejected": -8.1875,
"step": 910
},
{
"epoch": 2.939297124600639,
"grad_norm": 0.17584532058769695,
"learning_rate": 1.1242603550295858e-08,
"logits/chosen": -2.453125,
"logits/rejected": -2.3125,
"logps/chosen": -82.0,
"logps/rejected": -134.0,
"loss": 0.3534,
"rewards/accuracies": 0.5625,
"rewards/chosen": -3.4375,
"rewards/margins": 5.78125,
"rewards/rejected": -9.1875,
"step": 920
},
{
"epoch": 2.9712460063897765,
"grad_norm": 62.045094794045774,
"learning_rate": 5.325443786982248e-09,
"logits/chosen": -2.171875,
"logits/rejected": -1.8203125,
"logps/chosen": -82.0,
"logps/rejected": -103.5,
"loss": 0.3893,
"rewards/accuracies": 0.375,
"rewards/chosen": -4.0,
"rewards/margins": 3.25,
"rewards/rejected": -7.25,
"step": 930
},
{
"epoch": 3.0,
"eval_logits/chosen": -2.6875,
"eval_logits/rejected": -1.9296875,
"eval_logps/chosen": -100.5,
"eval_logps/rejected": -108.0,
"eval_loss": 0.7696093916893005,
"eval_rewards/accuracies": 0.4821428656578064,
"eval_rewards/chosen": -4.75,
"eval_rewards/margins": 2.265625,
"eval_rewards/rejected": -7.03125,
"eval_runtime": 15.5893,
"eval_samples_per_second": 12.829,
"eval_steps_per_second": 0.449,
"step": 939
},
{
"epoch": 3.0,
"step": 939,
"total_flos": 0.0,
"train_loss": 0.4388451139513042,
"train_runtime": 4836.6605,
"train_samples_per_second": 6.203,
"train_steps_per_second": 0.194
}
],
"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
}