Mistral-7B-v0.1-sft-hhrlhf-dpo / trainer_state.json
AmberYifan's picture
Model save
4d04de4 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 933,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003215434083601286,
"grad_norm": 79.87917506057431,
"learning_rate": 5.3191489361702125e-09,
"logits/chosen": -4.125,
"logits/rejected": -3.765625,
"logps/chosen": -132.0,
"logps/rejected": -141.0,
"loss": 0.6914,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03215434083601286,
"grad_norm": 118.20552774316917,
"learning_rate": 5.3191489361702123e-08,
"logits/chosen": -4.15625,
"logits/rejected": -3.8125,
"logps/chosen": -114.0,
"logps/rejected": -178.0,
"loss": 0.6858,
"rewards/accuracies": 0.2638888955116272,
"rewards/chosen": 0.0086669921875,
"rewards/margins": 0.00555419921875,
"rewards/rejected": 0.00311279296875,
"step": 10
},
{
"epoch": 0.06430868167202572,
"grad_norm": 66.66640901080964,
"learning_rate": 1.0638297872340425e-07,
"logits/chosen": -4.0,
"logits/rejected": -3.8125,
"logps/chosen": -122.0,
"logps/rejected": -203.0,
"loss": 0.6479,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.05615234375,
"rewards/margins": 0.09423828125,
"rewards/rejected": -0.0380859375,
"step": 20
},
{
"epoch": 0.09646302250803858,
"grad_norm": 81.48311869513411,
"learning_rate": 1.5957446808510638e-07,
"logits/chosen": -4.03125,
"logits/rejected": -3.84375,
"logps/chosen": -142.0,
"logps/rejected": -224.0,
"loss": 0.5284,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.1962890625,
"rewards/margins": 0.474609375,
"rewards/rejected": -0.279296875,
"step": 30
},
{
"epoch": 0.12861736334405144,
"grad_norm": 483.03383426380265,
"learning_rate": 2.127659574468085e-07,
"logits/chosen": -3.921875,
"logits/rejected": -3.859375,
"logps/chosen": -130.0,
"logps/rejected": -196.0,
"loss": 0.4049,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.04638671875,
"rewards/margins": 0.9296875,
"rewards/rejected": -0.8828125,
"step": 40
},
{
"epoch": 0.1607717041800643,
"grad_norm": 521.8067650467351,
"learning_rate": 2.659574468085106e-07,
"logits/chosen": -3.875,
"logits/rejected": -3.90625,
"logps/chosen": -130.0,
"logps/rejected": -214.0,
"loss": 0.4117,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.259765625,
"rewards/margins": 2.078125,
"rewards/rejected": -1.8203125,
"step": 50
},
{
"epoch": 0.19292604501607716,
"grad_norm": 122.5164041936752,
"learning_rate": 3.1914893617021275e-07,
"logits/chosen": -3.90625,
"logits/rejected": -3.953125,
"logps/chosen": -116.0,
"logps/rejected": -214.0,
"loss": 0.2465,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -0.248046875,
"rewards/margins": 2.34375,
"rewards/rejected": -2.59375,
"step": 60
},
{
"epoch": 0.22508038585209003,
"grad_norm": 98.58564731221452,
"learning_rate": 3.7234042553191484e-07,
"logits/chosen": -3.84375,
"logits/rejected": -3.90625,
"logps/chosen": -130.0,
"logps/rejected": -274.0,
"loss": 0.2316,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -0.1923828125,
"rewards/margins": 3.359375,
"rewards/rejected": -3.546875,
"step": 70
},
{
"epoch": 0.2572347266881029,
"grad_norm": 58.684567343268625,
"learning_rate": 4.25531914893617e-07,
"logits/chosen": -3.6875,
"logits/rejected": -3.828125,
"logps/chosen": -144.0,
"logps/rejected": -209.0,
"loss": 0.3018,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -0.50390625,
"rewards/margins": 2.765625,
"rewards/rejected": -3.265625,
"step": 80
},
{
"epoch": 0.28938906752411575,
"grad_norm": 44.1285015532565,
"learning_rate": 4.787234042553192e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.65625,
"logps/chosen": -121.0,
"logps/rejected": -198.0,
"loss": 0.3009,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -0.181640625,
"rewards/margins": 2.4375,
"rewards/rejected": -2.625,
"step": 90
},
{
"epoch": 0.3215434083601286,
"grad_norm": 50.263563110645,
"learning_rate": 4.964243146603099e-07,
"logits/chosen": -3.5,
"logits/rejected": -3.609375,
"logps/chosen": -150.0,
"logps/rejected": -222.0,
"loss": 0.2831,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.887580871582031e-05,
"rewards/margins": 3.09375,
"rewards/rejected": -3.09375,
"step": 100
},
{
"epoch": 0.3536977491961415,
"grad_norm": 77.17996002738214,
"learning_rate": 4.904648390941597e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.703125,
"logps/chosen": -114.5,
"logps/rejected": -233.0,
"loss": 0.1551,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.0654296875,
"rewards/margins": 3.828125,
"rewards/rejected": -3.890625,
"step": 110
},
{
"epoch": 0.3858520900321543,
"grad_norm": 50.629644956690505,
"learning_rate": 4.845053635280095e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.8125,
"logps/chosen": -120.5,
"logps/rejected": -262.0,
"loss": 0.1768,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -0.388671875,
"rewards/margins": 4.15625,
"rewards/rejected": -4.53125,
"step": 120
},
{
"epoch": 0.4180064308681672,
"grad_norm": 87.75654163889804,
"learning_rate": 4.785458879618593e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.640625,
"logps/chosen": -153.0,
"logps/rejected": -280.0,
"loss": 0.1777,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.66796875,
"rewards/margins": 4.25,
"rewards/rejected": -4.90625,
"step": 130
},
{
"epoch": 0.45016077170418006,
"grad_norm": 48.30101230741645,
"learning_rate": 4.7258641239570916e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.765625,
"logps/chosen": -119.0,
"logps/rejected": -233.0,
"loss": 0.1792,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.142578125,
"rewards/margins": 3.859375,
"rewards/rejected": -3.71875,
"step": 140
},
{
"epoch": 0.48231511254019294,
"grad_norm": 160.46320495134455,
"learning_rate": 4.66626936829559e-07,
"logits/chosen": -3.75,
"logits/rejected": -3.875,
"logps/chosen": -111.0,
"logps/rejected": -248.0,
"loss": 0.3135,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": 0.1611328125,
"rewards/margins": 4.03125,
"rewards/rejected": -3.875,
"step": 150
},
{
"epoch": 0.5144694533762058,
"grad_norm": 27.202159849500408,
"learning_rate": 4.606674612634088e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.765625,
"logps/chosen": -132.0,
"logps/rejected": -260.0,
"loss": 0.1584,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.181640625,
"rewards/margins": 4.34375,
"rewards/rejected": -4.15625,
"step": 160
},
{
"epoch": 0.5466237942122186,
"grad_norm": 59.16977770326313,
"learning_rate": 4.547079856972586e-07,
"logits/chosen": -3.734375,
"logits/rejected": -3.796875,
"logps/chosen": -140.0,
"logps/rejected": -241.0,
"loss": 0.1732,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -0.1953125,
"rewards/margins": 3.8125,
"rewards/rejected": -4.0,
"step": 170
},
{
"epoch": 0.5787781350482315,
"grad_norm": 54.881650170057746,
"learning_rate": 4.487485101311084e-07,
"logits/chosen": -3.625,
"logits/rejected": -3.75,
"logps/chosen": -122.0,
"logps/rejected": -239.0,
"loss": 0.2094,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -0.58203125,
"rewards/margins": 3.734375,
"rewards/rejected": -4.34375,
"step": 180
},
{
"epoch": 0.6109324758842444,
"grad_norm": 46.393130621023865,
"learning_rate": 4.4278903456495827e-07,
"logits/chosen": -3.5,
"logits/rejected": -3.734375,
"logps/chosen": -105.5,
"logps/rejected": -248.0,
"loss": 0.1894,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.248046875,
"rewards/margins": 4.0,
"rewards/rejected": -3.765625,
"step": 190
},
{
"epoch": 0.6430868167202572,
"grad_norm": 61.77038241219252,
"learning_rate": 4.368295589988081e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.609375,
"logps/chosen": -121.5,
"logps/rejected": -246.0,
"loss": 0.2004,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.43359375,
"rewards/margins": 3.84375,
"rewards/rejected": -3.421875,
"step": 200
},
{
"epoch": 0.6752411575562701,
"grad_norm": 54.13127427585697,
"learning_rate": 4.308700834326579e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.8125,
"logps/chosen": -134.0,
"logps/rejected": -258.0,
"loss": 0.1556,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.259765625,
"rewards/margins": 4.46875,
"rewards/rejected": -4.1875,
"step": 210
},
{
"epoch": 0.707395498392283,
"grad_norm": 39.76866338516343,
"learning_rate": 4.249106078665077e-07,
"logits/chosen": -3.734375,
"logits/rejected": -3.84375,
"logps/chosen": -114.5,
"logps/rejected": -254.0,
"loss": 0.1614,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.41796875,
"rewards/margins": 4.9375,
"rewards/rejected": -4.53125,
"step": 220
},
{
"epoch": 0.7395498392282959,
"grad_norm": 19.376631378140395,
"learning_rate": 4.1895113230035757e-07,
"logits/chosen": -3.65625,
"logits/rejected": -3.703125,
"logps/chosen": -125.5,
"logps/rejected": -266.0,
"loss": 0.2333,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.96484375,
"rewards/margins": 4.5,
"rewards/rejected": -3.515625,
"step": 230
},
{
"epoch": 0.7717041800643086,
"grad_norm": 38.972752947728395,
"learning_rate": 4.129916567342074e-07,
"logits/chosen": -3.53125,
"logits/rejected": -3.5625,
"logps/chosen": -133.0,
"logps/rejected": -266.0,
"loss": 0.2215,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 1.46875,
"rewards/margins": 5.03125,
"rewards/rejected": -3.578125,
"step": 240
},
{
"epoch": 0.8038585209003215,
"grad_norm": 25.549122278044088,
"learning_rate": 4.070321811680572e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.671875,
"logps/chosen": -139.0,
"logps/rejected": -238.0,
"loss": 0.1699,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -0.59375,
"rewards/margins": 4.46875,
"rewards/rejected": -5.09375,
"step": 250
},
{
"epoch": 0.8360128617363344,
"grad_norm": 36.7792748916066,
"learning_rate": 4.0107270560190706e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.84375,
"logps/chosen": -125.0,
"logps/rejected": -248.0,
"loss": 0.1649,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.51171875,
"rewards/margins": 4.53125,
"rewards/rejected": -4.03125,
"step": 260
},
{
"epoch": 0.8681672025723473,
"grad_norm": 10.885169604932974,
"learning_rate": 3.9511323003575687e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.640625,
"logps/chosen": -145.0,
"logps/rejected": -246.0,
"loss": 0.1556,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.396484375,
"rewards/margins": 4.53125,
"rewards/rejected": -4.125,
"step": 270
},
{
"epoch": 0.9003215434083601,
"grad_norm": 33.68141687625864,
"learning_rate": 3.8915375446960663e-07,
"logits/chosen": -3.5625,
"logits/rejected": -3.734375,
"logps/chosen": -132.0,
"logps/rejected": -276.0,
"loss": 0.13,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -0.203125,
"rewards/margins": 5.125,
"rewards/rejected": -5.34375,
"step": 280
},
{
"epoch": 0.932475884244373,
"grad_norm": 38.54727132055094,
"learning_rate": 3.8319427890345644e-07,
"logits/chosen": -3.453125,
"logits/rejected": -3.578125,
"logps/chosen": -136.0,
"logps/rejected": -266.0,
"loss": 0.1626,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -0.1279296875,
"rewards/margins": 4.96875,
"rewards/rejected": -5.09375,
"step": 290
},
{
"epoch": 0.9646302250803859,
"grad_norm": 33.100977527402115,
"learning_rate": 3.772348033373063e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.65625,
"logps/chosen": -137.0,
"logps/rejected": -256.0,
"loss": 0.1537,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": 0.031982421875,
"rewards/margins": 4.96875,
"rewards/rejected": -4.9375,
"step": 300
},
{
"epoch": 0.9967845659163987,
"grad_norm": 67.60299631407663,
"learning_rate": 3.712753277711561e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.703125,
"logps/chosen": -143.0,
"logps/rejected": -296.0,
"loss": 0.1769,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.10888671875,
"rewards/margins": 5.4375,
"rewards/rejected": -5.34375,
"step": 310
},
{
"epoch": 1.0,
"eval_logits/chosen": -3.78125,
"eval_logits/rejected": -3.78125,
"eval_logps/chosen": -206.0,
"eval_logps/rejected": -234.0,
"eval_loss": 0.5869876742362976,
"eval_rewards/accuracies": 0.7678571343421936,
"eval_rewards/chosen": -2.078125,
"eval_rewards/margins": 2.265625,
"eval_rewards/rejected": -4.34375,
"eval_runtime": 14.2416,
"eval_samples_per_second": 13.973,
"eval_steps_per_second": 0.492,
"step": 311
},
{
"epoch": 1.0289389067524115,
"grad_norm": 17.744370347927422,
"learning_rate": 3.6531585220500593e-07,
"logits/chosen": -3.546875,
"logits/rejected": -3.71875,
"logps/chosen": -104.0,
"logps/rejected": -240.0,
"loss": 0.0588,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.56640625,
"rewards/margins": 6.75,
"rewards/rejected": -6.1875,
"step": 320
},
{
"epoch": 1.0610932475884245,
"grad_norm": 4.160707504041419,
"learning_rate": 3.5935637663885575e-07,
"logits/chosen": -3.484375,
"logits/rejected": -3.65625,
"logps/chosen": -113.0,
"logps/rejected": -286.0,
"loss": 0.0337,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 1.2265625,
"rewards/margins": 8.4375,
"rewards/rejected": -7.1875,
"step": 330
},
{
"epoch": 1.0932475884244373,
"grad_norm": 17.23951731292116,
"learning_rate": 3.533969010727056e-07,
"logits/chosen": -3.640625,
"logits/rejected": -3.796875,
"logps/chosen": -115.5,
"logps/rejected": -252.0,
"loss": 0.0347,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 1.1875,
"rewards/margins": 8.375,
"rewards/rejected": -7.1875,
"step": 340
},
{
"epoch": 1.1254019292604502,
"grad_norm": 49.64075213527915,
"learning_rate": 3.474374255065554e-07,
"logits/chosen": -3.40625,
"logits/rejected": -3.5625,
"logps/chosen": -140.0,
"logps/rejected": -300.0,
"loss": 0.0189,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 1.0390625,
"rewards/margins": 8.625,
"rewards/rejected": -7.625,
"step": 350
},
{
"epoch": 1.157556270096463,
"grad_norm": 7.306932203883141,
"learning_rate": 3.4147794994040524e-07,
"logits/chosen": -3.171875,
"logits/rejected": -3.421875,
"logps/chosen": -109.5,
"logps/rejected": -274.0,
"loss": 0.0278,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.4609375,
"rewards/margins": 9.5625,
"rewards/rejected": -8.125,
"step": 360
},
{
"epoch": 1.189710610932476,
"grad_norm": 35.16526862248255,
"learning_rate": 3.3551847437425505e-07,
"logits/chosen": -3.25,
"logits/rejected": -3.421875,
"logps/chosen": -120.5,
"logps/rejected": -282.0,
"loss": 0.0399,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.44140625,
"rewards/margins": 8.8125,
"rewards/rejected": -8.375,
"step": 370
},
{
"epoch": 1.2218649517684887,
"grad_norm": 7.575200512680006,
"learning_rate": 3.295589988081049e-07,
"logits/chosen": -3.359375,
"logits/rejected": -3.515625,
"logps/chosen": -120.0,
"logps/rejected": -300.0,
"loss": 0.0216,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.9140625,
"rewards/margins": 9.3125,
"rewards/rejected": -8.4375,
"step": 380
},
{
"epoch": 1.2540192926045015,
"grad_norm": 0.6452900307805328,
"learning_rate": 3.235995232419547e-07,
"logits/chosen": -3.265625,
"logits/rejected": -3.453125,
"logps/chosen": -132.0,
"logps/rejected": -322.0,
"loss": 0.0475,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.8515625,
"rewards/margins": 10.0,
"rewards/rejected": -9.1875,
"step": 390
},
{
"epoch": 1.2861736334405145,
"grad_norm": 7.420661461533486,
"learning_rate": 3.176400476758045e-07,
"logits/chosen": -3.15625,
"logits/rejected": -3.328125,
"logps/chosen": -105.5,
"logps/rejected": -272.0,
"loss": 0.0335,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.90625,
"rewards/margins": 9.1875,
"rewards/rejected": -8.25,
"step": 400
},
{
"epoch": 1.3183279742765273,
"grad_norm": 27.92454063116238,
"learning_rate": 3.116805721096543e-07,
"logits/chosen": -3.28125,
"logits/rejected": -3.484375,
"logps/chosen": -129.0,
"logps/rejected": -282.0,
"loss": 0.0376,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.023193359375,
"rewards/margins": 9.0625,
"rewards/rejected": -9.0625,
"step": 410
},
{
"epoch": 1.3504823151125402,
"grad_norm": 48.832852324456454,
"learning_rate": 3.0572109654350416e-07,
"logits/chosen": -3.203125,
"logits/rejected": -3.34375,
"logps/chosen": -134.0,
"logps/rejected": -282.0,
"loss": 0.0261,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.173828125,
"rewards/margins": 9.0625,
"rewards/rejected": -8.875,
"step": 420
},
{
"epoch": 1.382636655948553,
"grad_norm": 65.54781768372352,
"learning_rate": 2.99761620977354e-07,
"logits/chosen": -3.28125,
"logits/rejected": -3.46875,
"logps/chosen": -117.0,
"logps/rejected": -276.0,
"loss": 0.0396,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.494140625,
"rewards/margins": 9.1875,
"rewards/rejected": -8.6875,
"step": 430
},
{
"epoch": 1.414790996784566,
"grad_norm": 25.7310269564794,
"learning_rate": 2.938021454112038e-07,
"logits/chosen": -3.25,
"logits/rejected": -3.484375,
"logps/chosen": -156.0,
"logps/rejected": -316.0,
"loss": 0.0399,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.78515625,
"rewards/margins": 9.125,
"rewards/rejected": -8.375,
"step": 440
},
{
"epoch": 1.4469453376205788,
"grad_norm": 8.455918132650991,
"learning_rate": 2.878426698450536e-07,
"logits/chosen": -3.25,
"logits/rejected": -3.484375,
"logps/chosen": -110.5,
"logps/rejected": -255.0,
"loss": 0.0372,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 0.6640625,
"rewards/margins": 8.75,
"rewards/rejected": -8.0625,
"step": 450
},
{
"epoch": 1.4790996784565915,
"grad_norm": 23.483398578435676,
"learning_rate": 2.8188319427890346e-07,
"logits/chosen": -3.296875,
"logits/rejected": -3.515625,
"logps/chosen": -115.5,
"logps/rejected": -304.0,
"loss": 0.0359,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.91796875,
"rewards/margins": 9.5,
"rewards/rejected": -8.5625,
"step": 460
},
{
"epoch": 1.5112540192926045,
"grad_norm": 1.560695472946775,
"learning_rate": 2.759237187127533e-07,
"logits/chosen": -3.296875,
"logits/rejected": -3.46875,
"logps/chosen": -103.0,
"logps/rejected": -294.0,
"loss": 0.0296,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.91015625,
"rewards/margins": 10.125,
"rewards/rejected": -9.25,
"step": 470
},
{
"epoch": 1.5434083601286175,
"grad_norm": 4.044291002647325,
"learning_rate": 2.699642431466031e-07,
"logits/chosen": -3.40625,
"logits/rejected": -3.625,
"logps/chosen": -119.0,
"logps/rejected": -292.0,
"loss": 0.0338,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.72265625,
"rewards/margins": 10.125,
"rewards/rejected": -9.4375,
"step": 480
},
{
"epoch": 1.5755627009646302,
"grad_norm": 52.234565040636085,
"learning_rate": 2.640047675804529e-07,
"logits/chosen": -3.421875,
"logits/rejected": -3.53125,
"logps/chosen": -133.0,
"logps/rejected": -296.0,
"loss": 0.0613,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.9375,
"rewards/margins": 9.3125,
"rewards/rejected": -8.375,
"step": 490
},
{
"epoch": 1.607717041800643,
"grad_norm": 3.80360585724896,
"learning_rate": 2.5804529201430277e-07,
"logits/chosen": -3.34375,
"logits/rejected": -3.578125,
"logps/chosen": -128.0,
"logps/rejected": -300.0,
"loss": 0.1382,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.16796875,
"rewards/margins": 8.9375,
"rewards/rejected": -8.8125,
"step": 500
},
{
"epoch": 1.639871382636656,
"grad_norm": 2.651977727973715,
"learning_rate": 2.520858164481526e-07,
"logits/chosen": -3.421875,
"logits/rejected": -3.65625,
"logps/chosen": -119.0,
"logps/rejected": -276.0,
"loss": 0.0504,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.37890625,
"rewards/margins": 8.6875,
"rewards/rejected": -8.3125,
"step": 510
},
{
"epoch": 1.6720257234726688,
"grad_norm": 28.125055557089983,
"learning_rate": 2.461263408820024e-07,
"logits/chosen": -3.34375,
"logits/rejected": -3.53125,
"logps/chosen": -100.0,
"logps/rejected": -276.0,
"loss": 0.0269,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 1.5390625,
"rewards/margins": 10.25,
"rewards/rejected": -8.75,
"step": 520
},
{
"epoch": 1.7041800643086815,
"grad_norm": 20.361634972075212,
"learning_rate": 2.401668653158522e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.59375,
"logps/chosen": -135.0,
"logps/rejected": -310.0,
"loss": 0.0232,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.75390625,
"rewards/margins": 10.875,
"rewards/rejected": -10.125,
"step": 530
},
{
"epoch": 1.7363344051446945,
"grad_norm": 29.37467125959926,
"learning_rate": 2.3420738974970201e-07,
"logits/chosen": -3.578125,
"logits/rejected": -3.734375,
"logps/chosen": -130.0,
"logps/rejected": -300.0,
"loss": 0.0688,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -0.859375,
"rewards/margins": 9.0625,
"rewards/rejected": -9.9375,
"step": 540
},
{
"epoch": 1.7684887459807075,
"grad_norm": 16.99690727375027,
"learning_rate": 2.2824791418355183e-07,
"logits/chosen": -3.453125,
"logits/rejected": -3.6875,
"logps/chosen": -145.0,
"logps/rejected": -312.0,
"loss": 0.0231,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.048828125,
"rewards/margins": 9.5,
"rewards/rejected": -9.5,
"step": 550
},
{
"epoch": 1.8006430868167203,
"grad_norm": 49.05866215948682,
"learning_rate": 2.2228843861740164e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.609375,
"logps/chosen": -126.5,
"logps/rejected": -284.0,
"loss": 0.0162,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.453125,
"rewards/margins": 10.0,
"rewards/rejected": -9.5625,
"step": 560
},
{
"epoch": 1.832797427652733,
"grad_norm": 17.76760727253399,
"learning_rate": 2.1632896305125148e-07,
"logits/chosen": -3.515625,
"logits/rejected": -3.71875,
"logps/chosen": -126.5,
"logps/rejected": -298.0,
"loss": 0.0305,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.3125,
"rewards/margins": 10.1875,
"rewards/rejected": -9.875,
"step": 570
},
{
"epoch": 1.864951768488746,
"grad_norm": 6.0736731293937,
"learning_rate": 2.1036948748510132e-07,
"logits/chosen": -3.4375,
"logits/rejected": -3.5625,
"logps/chosen": -127.0,
"logps/rejected": -312.0,
"loss": 0.054,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": -0.1064453125,
"rewards/margins": 10.25,
"rewards/rejected": -10.375,
"step": 580
},
{
"epoch": 1.897106109324759,
"grad_norm": 39.17766360963206,
"learning_rate": 2.0441001191895113e-07,
"logits/chosen": -3.59375,
"logits/rejected": -3.796875,
"logps/chosen": -137.0,
"logps/rejected": -300.0,
"loss": 0.0353,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -0.1953125,
"rewards/margins": 9.8125,
"rewards/rejected": -10.0,
"step": 590
},
{
"epoch": 1.9292604501607717,
"grad_norm": 38.14836445184288,
"learning_rate": 1.9845053635280097e-07,
"logits/chosen": -3.34375,
"logits/rejected": -3.53125,
"logps/chosen": -138.0,
"logps/rejected": -324.0,
"loss": 0.0299,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.458984375,
"rewards/margins": 11.0625,
"rewards/rejected": -10.625,
"step": 600
},
{
"epoch": 1.9614147909967845,
"grad_norm": 55.90659543384472,
"learning_rate": 1.9249106078665075e-07,
"logits/chosen": -3.3125,
"logits/rejected": -3.546875,
"logps/chosen": -113.0,
"logps/rejected": -272.0,
"loss": 0.0322,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 1.09375,
"rewards/margins": 9.375,
"rewards/rejected": -8.25,
"step": 610
},
{
"epoch": 1.9935691318327975,
"grad_norm": 0.34892216328376285,
"learning_rate": 1.865315852205006e-07,
"logits/chosen": -3.296875,
"logits/rejected": -3.46875,
"logps/chosen": -150.0,
"logps/rejected": -334.0,
"loss": 0.018,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.484375,
"rewards/margins": 10.9375,
"rewards/rejected": -10.4375,
"step": 620
},
{
"epoch": 2.0,
"eval_logits/chosen": -3.65625,
"eval_logits/rejected": -3.734375,
"eval_logps/chosen": -226.0,
"eval_logps/rejected": -266.0,
"eval_loss": 0.9209327697753906,
"eval_rewards/accuracies": 0.7142857313156128,
"eval_rewards/chosen": -4.09375,
"eval_rewards/margins": 3.375,
"eval_rewards/rejected": -7.46875,
"eval_runtime": 14.1621,
"eval_samples_per_second": 14.052,
"eval_steps_per_second": 0.494,
"step": 622
},
{
"epoch": 2.0257234726688105,
"grad_norm": 1.0084688310317689,
"learning_rate": 1.805721096543504e-07,
"logits/chosen": -3.265625,
"logits/rejected": -3.53125,
"logps/chosen": -138.0,
"logps/rejected": -296.0,
"loss": 0.0133,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.82421875,
"rewards/margins": 10.125,
"rewards/rejected": -9.3125,
"step": 630
},
{
"epoch": 2.057877813504823,
"grad_norm": 1.0564688005496572,
"learning_rate": 1.7461263408820024e-07,
"logits/chosen": -3.28125,
"logits/rejected": -3.46875,
"logps/chosen": -123.5,
"logps/rejected": -278.0,
"loss": 0.0128,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.5,
"rewards/margins": 10.0,
"rewards/rejected": -9.5,
"step": 640
},
{
"epoch": 2.090032154340836,
"grad_norm": 2.814703376282905,
"learning_rate": 1.6865315852205006e-07,
"logits/chosen": -3.171875,
"logits/rejected": -3.390625,
"logps/chosen": -122.5,
"logps/rejected": -330.0,
"loss": 0.0096,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.4296875,
"rewards/margins": 13.4375,
"rewards/rejected": -12.0,
"step": 650
},
{
"epoch": 2.122186495176849,
"grad_norm": 9.832993297771846,
"learning_rate": 1.626936829558999e-07,
"logits/chosen": -3.25,
"logits/rejected": -3.53125,
"logps/chosen": -138.0,
"logps/rejected": -330.0,
"loss": 0.0111,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1591796875,
"rewards/margins": 12.3125,
"rewards/rejected": -12.1875,
"step": 660
},
{
"epoch": 2.154340836012862,
"grad_norm": 0.21098065783878342,
"learning_rate": 1.5673420738974968e-07,
"logits/chosen": -3.234375,
"logits/rejected": -3.34375,
"logps/chosen": -109.0,
"logps/rejected": -276.0,
"loss": 0.0034,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.03125,
"rewards/margins": 12.3125,
"rewards/rejected": -11.3125,
"step": 670
},
{
"epoch": 2.1864951768488745,
"grad_norm": 2.476443587212778,
"learning_rate": 1.5077473182359952e-07,
"logits/chosen": -3.09375,
"logits/rejected": -3.375,
"logps/chosen": -106.5,
"logps/rejected": -320.0,
"loss": 0.0043,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.546875,
"rewards/margins": 12.75,
"rewards/rejected": -12.1875,
"step": 680
},
{
"epoch": 2.2186495176848875,
"grad_norm": 11.363132455431685,
"learning_rate": 1.4481525625744933e-07,
"logits/chosen": -3.125,
"logits/rejected": -3.40625,
"logps/chosen": -134.0,
"logps/rejected": -348.0,
"loss": 0.0122,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.7421875,
"rewards/margins": 12.9375,
"rewards/rejected": -12.1875,
"step": 690
},
{
"epoch": 2.2508038585209005,
"grad_norm": 2.5108344224003334,
"learning_rate": 1.3885578069129917e-07,
"logits/chosen": -3.203125,
"logits/rejected": -3.5,
"logps/chosen": -123.5,
"logps/rejected": -318.0,
"loss": 0.0063,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.13671875,
"rewards/margins": 12.5625,
"rewards/rejected": -12.375,
"step": 700
},
{
"epoch": 2.282958199356913,
"grad_norm": 0.16002189769618574,
"learning_rate": 1.3289630512514898e-07,
"logits/chosen": -3.0625,
"logits/rejected": -3.28125,
"logps/chosen": -119.0,
"logps/rejected": -340.0,
"loss": 0.0073,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.96484375,
"rewards/margins": 13.3125,
"rewards/rejected": -12.3125,
"step": 710
},
{
"epoch": 2.315112540192926,
"grad_norm": 0.24278926553916283,
"learning_rate": 1.2693682955899882e-07,
"logits/chosen": -3.125,
"logits/rejected": -3.296875,
"logps/chosen": -136.0,
"logps/rejected": -342.0,
"loss": 0.001,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.1201171875,
"rewards/margins": 12.875,
"rewards/rejected": -13.0,
"step": 720
},
{
"epoch": 2.347266881028939,
"grad_norm": 8.462048605522668,
"learning_rate": 1.2097735399284863e-07,
"logits/chosen": -3.15625,
"logits/rejected": -3.328125,
"logps/chosen": -114.5,
"logps/rejected": -298.0,
"loss": 0.0085,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.5546875,
"rewards/margins": 12.125,
"rewards/rejected": -11.5625,
"step": 730
},
{
"epoch": 2.379421221864952,
"grad_norm": 0.2836935848609144,
"learning_rate": 1.1501787842669844e-07,
"logits/chosen": -3.1875,
"logits/rejected": -3.4375,
"logps/chosen": -149.0,
"logps/rejected": -342.0,
"loss": 0.0095,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.388671875,
"rewards/margins": 12.625,
"rewards/rejected": -12.25,
"step": 740
},
{
"epoch": 2.4115755627009645,
"grad_norm": 0.20905746208537096,
"learning_rate": 1.0905840286054827e-07,
"logits/chosen": -3.21875,
"logits/rejected": -3.4375,
"logps/chosen": -144.0,
"logps/rejected": -336.0,
"loss": 0.0024,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.66015625,
"rewards/margins": 13.125,
"rewards/rejected": -12.5,
"step": 750
},
{
"epoch": 2.4437299035369775,
"grad_norm": 0.13532730518065741,
"learning_rate": 1.030989272943981e-07,
"logits/chosen": -3.15625,
"logits/rejected": -3.4375,
"logps/chosen": -135.0,
"logps/rejected": -340.0,
"loss": 0.0052,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.07666015625,
"rewards/margins": 12.9375,
"rewards/rejected": -12.875,
"step": 760
},
{
"epoch": 2.4758842443729905,
"grad_norm": 1.0359164426855658,
"learning_rate": 9.713945172824791e-08,
"logits/chosen": -3.09375,
"logits/rejected": -3.40625,
"logps/chosen": -124.5,
"logps/rejected": -330.0,
"loss": 0.0052,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.034912109375,
"rewards/margins": 13.3125,
"rewards/rejected": -13.375,
"step": 770
},
{
"epoch": 2.508038585209003,
"grad_norm": 0.02411362444063136,
"learning_rate": 9.117997616209773e-08,
"logits/chosen": -3.140625,
"logits/rejected": -3.390625,
"logps/chosen": -146.0,
"logps/rejected": -356.0,
"loss": 0.0025,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3046875,
"rewards/margins": 13.75,
"rewards/rejected": -13.5,
"step": 780
},
{
"epoch": 2.540192926045016,
"grad_norm": 0.14361577541299492,
"learning_rate": 8.522050059594756e-08,
"logits/chosen": -3.15625,
"logits/rejected": -3.40625,
"logps/chosen": -148.0,
"logps/rejected": -340.0,
"loss": 0.0008,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2734375,
"rewards/margins": 13.5,
"rewards/rejected": -13.25,
"step": 790
},
{
"epoch": 2.572347266881029,
"grad_norm": 3.7709142939626923,
"learning_rate": 7.926102502979737e-08,
"logits/chosen": -3.171875,
"logits/rejected": -3.40625,
"logps/chosen": -126.0,
"logps/rejected": -344.0,
"loss": 0.0013,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.62890625,
"rewards/margins": 13.6875,
"rewards/rejected": -13.0625,
"step": 800
},
{
"epoch": 2.604501607717042,
"grad_norm": 0.6815929170420622,
"learning_rate": 7.33015494636472e-08,
"logits/chosen": -3.171875,
"logits/rejected": -3.421875,
"logps/chosen": -122.0,
"logps/rejected": -306.0,
"loss": 0.0094,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.006866455078125,
"rewards/margins": 12.75,
"rewards/rejected": -12.75,
"step": 810
},
{
"epoch": 2.6366559485530545,
"grad_norm": 1.1968332787733935,
"learning_rate": 6.734207389749702e-08,
"logits/chosen": -3.09375,
"logits/rejected": -3.4375,
"logps/chosen": -110.0,
"logps/rejected": -320.0,
"loss": 0.0075,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.94140625,
"rewards/margins": 13.75,
"rewards/rejected": -12.75,
"step": 820
},
{
"epoch": 2.6688102893890675,
"grad_norm": 0.2654328339493102,
"learning_rate": 6.138259833134683e-08,
"logits/chosen": -3.15625,
"logits/rejected": -3.484375,
"logps/chosen": -127.5,
"logps/rejected": -328.0,
"loss": 0.0081,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.453125,
"rewards/margins": 13.9375,
"rewards/rejected": -13.5,
"step": 830
},
{
"epoch": 2.7009646302250805,
"grad_norm": 0.2744508216663156,
"learning_rate": 5.542312276519666e-08,
"logits/chosen": -3.140625,
"logits/rejected": -3.375,
"logps/chosen": -119.5,
"logps/rejected": -346.0,
"loss": 0.005,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.10107421875,
"rewards/margins": 13.125,
"rewards/rejected": -13.0625,
"step": 840
},
{
"epoch": 2.733118971061093,
"grad_norm": 0.03947959588228437,
"learning_rate": 4.9463647199046485e-08,
"logits/chosen": -3.203125,
"logits/rejected": -3.34375,
"logps/chosen": -120.5,
"logps/rejected": -316.0,
"loss": 0.0073,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.224609375,
"rewards/margins": 12.875,
"rewards/rejected": -12.6875,
"step": 850
},
{
"epoch": 2.765273311897106,
"grad_norm": 0.6863210482116098,
"learning_rate": 4.3504171632896303e-08,
"logits/chosen": -3.25,
"logits/rejected": -3.5,
"logps/chosen": -136.0,
"logps/rejected": -354.0,
"loss": 0.0105,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.59375,
"rewards/margins": 13.75,
"rewards/rejected": -13.125,
"step": 860
},
{
"epoch": 2.797427652733119,
"grad_norm": 2.8280463279363106,
"learning_rate": 3.754469606674612e-08,
"logits/chosen": -3.0625,
"logits/rejected": -3.390625,
"logps/chosen": -116.5,
"logps/rejected": -318.0,
"loss": 0.0078,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.255859375,
"rewards/margins": 13.25,
"rewards/rejected": -13.0,
"step": 870
},
{
"epoch": 2.829581993569132,
"grad_norm": 4.677533654072525,
"learning_rate": 3.158522050059595e-08,
"logits/chosen": -3.21875,
"logits/rejected": -3.421875,
"logps/chosen": -147.0,
"logps/rejected": -312.0,
"loss": 0.0227,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.1044921875,
"rewards/margins": 12.375,
"rewards/rejected": -12.25,
"step": 880
},
{
"epoch": 2.861736334405145,
"grad_norm": 4.075516801733505,
"learning_rate": 2.562574493444577e-08,
"logits/chosen": -3.140625,
"logits/rejected": -3.390625,
"logps/chosen": -130.0,
"logps/rejected": -328.0,
"loss": 0.0112,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.1201171875,
"rewards/margins": 13.125,
"rewards/rejected": -13.0,
"step": 890
},
{
"epoch": 2.8938906752411575,
"grad_norm": 0.31091685277937586,
"learning_rate": 1.966626936829559e-08,
"logits/chosen": -3.171875,
"logits/rejected": -3.453125,
"logps/chosen": -114.5,
"logps/rejected": -316.0,
"loss": 0.0116,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.498046875,
"rewards/margins": 13.3125,
"rewards/rejected": -12.8125,
"step": 900
},
{
"epoch": 2.9260450160771705,
"grad_norm": 0.008132094709855322,
"learning_rate": 1.370679380214541e-08,
"logits/chosen": -3.125,
"logits/rejected": -3.5,
"logps/chosen": -124.0,
"logps/rejected": -356.0,
"loss": 0.0056,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.0111083984375,
"rewards/margins": 13.625,
"rewards/rejected": -13.625,
"step": 910
},
{
"epoch": 2.958199356913183,
"grad_norm": 10.508744046977588,
"learning_rate": 7.747318235995233e-09,
"logits/chosen": -3.28125,
"logits/rejected": -3.5625,
"logps/chosen": -115.0,
"logps/rejected": -316.0,
"loss": 0.0031,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1298828125,
"rewards/margins": 13.125,
"rewards/rejected": -13.0,
"step": 920
},
{
"epoch": 2.990353697749196,
"grad_norm": 0.053140421396559286,
"learning_rate": 1.7878426698450536e-09,
"logits/chosen": -3.1875,
"logits/rejected": -3.40625,
"logps/chosen": -117.5,
"logps/rejected": -308.0,
"loss": 0.0051,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.203125,
"rewards/margins": 12.9375,
"rewards/rejected": -12.75,
"step": 930
},
{
"epoch": 3.0,
"eval_logits/chosen": -3.515625,
"eval_logits/rejected": -3.59375,
"eval_logps/chosen": -245.0,
"eval_logps/rejected": -292.0,
"eval_loss": 1.0541672706604004,
"eval_rewards/accuracies": 0.6964285969734192,
"eval_rewards/chosen": -5.96875,
"eval_rewards/margins": 4.125,
"eval_rewards/rejected": -10.0625,
"eval_runtime": 15.892,
"eval_samples_per_second": 12.522,
"eval_steps_per_second": 0.44,
"step": 933
},
{
"epoch": 3.0,
"step": 933,
"total_flos": 0.0,
"train_loss": 0.09964664405788767,
"train_runtime": 5808.5282,
"train_samples_per_second": 5.14,
"train_steps_per_second": 0.161
}
],
"logging_steps": 10,
"max_steps": 933,
"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
}