Qin Liu
Model save
2b3f05a verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 1000,
"global_step": 229,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004366812227074236,
"grad_norm": 0.4543283495867887,
"learning_rate": 2.173913043478261e-07,
"logits/chosen": -0.9449982047080994,
"logits/rejected": -0.915056049823761,
"logps/chosen": -328.08038330078125,
"logps/rejected": -274.1044921875,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.043668122270742356,
"grad_norm": 0.47008608128274937,
"learning_rate": 2.173913043478261e-06,
"logits/chosen": -0.9651342034339905,
"logits/rejected": -1.0432785749435425,
"logps/chosen": -326.21295166015625,
"logps/rejected": -277.12603759765625,
"loss": 0.6928,
"rewards/accuracies": 0.4583333432674408,
"rewards/chosen": 0.000499483838211745,
"rewards/margins": 0.00042585484334267676,
"rewards/rejected": 7.362888572970405e-05,
"step": 10
},
{
"epoch": 0.08733624454148471,
"grad_norm": 0.5077455364034207,
"learning_rate": 4.347826086956522e-06,
"logits/chosen": -1.0618306398391724,
"logits/rejected": -1.009238600730896,
"logps/chosen": -334.39141845703125,
"logps/rejected": -346.700927734375,
"loss": 0.6882,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.0003057918802369386,
"rewards/margins": 0.00985435489565134,
"rewards/rejected": -0.010160146281123161,
"step": 20
},
{
"epoch": 0.13100436681222707,
"grad_norm": 0.5720215285315815,
"learning_rate": 4.985768230048011e-06,
"logits/chosen": -1.0507558584213257,
"logits/rejected": -1.075430989265442,
"logps/chosen": -308.62359619140625,
"logps/rejected": -301.9061279296875,
"loss": 0.6651,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": 0.0059205591678619385,
"rewards/margins": 0.05983991548418999,
"rewards/rejected": -0.053919363766908646,
"step": 30
},
{
"epoch": 0.17467248908296942,
"grad_norm": 0.8551226198033497,
"learning_rate": 4.9164513914144005e-06,
"logits/chosen": -1.1152777671813965,
"logits/rejected": -1.1143274307250977,
"logps/chosen": -288.18585205078125,
"logps/rejected": -310.5125732421875,
"loss": 0.5986,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -0.003953046165406704,
"rewards/margins": 0.21825852990150452,
"rewards/rejected": -0.2222115695476532,
"step": 40
},
{
"epoch": 0.2183406113537118,
"grad_norm": 1.0672212168131259,
"learning_rate": 4.791042480696179e-06,
"logits/chosen": -1.1128385066986084,
"logits/rejected": -1.0449755191802979,
"logps/chosen": -317.44451904296875,
"logps/rejected": -390.5851135253906,
"loss": 0.4535,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.03481646627187729,
"rewards/margins": 0.6241441965103149,
"rewards/rejected": -0.5893277525901794,
"step": 50
},
{
"epoch": 0.26200873362445415,
"grad_norm": 0.6925238532589472,
"learning_rate": 4.612452562309975e-06,
"logits/chosen": -1.0924533605575562,
"logits/rejected": -1.0897819995880127,
"logps/chosen": -312.33837890625,
"logps/rejected": -432.6812438964844,
"loss": 0.2332,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.08799274265766144,
"rewards/margins": 1.521544098854065,
"rewards/rejected": -1.4335514307022095,
"step": 60
},
{
"epoch": 0.3056768558951965,
"grad_norm": 0.8913228040925837,
"learning_rate": 4.384827169085993e-06,
"logits/chosen": -1.0938880443572998,
"logits/rejected": -1.1012872457504272,
"logps/chosen": -322.24139404296875,
"logps/rejected": -572.3203125,
"loss": 0.114,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -0.0598033182322979,
"rewards/margins": 2.8274989128112793,
"rewards/rejected": -2.8873023986816406,
"step": 70
},
{
"epoch": 0.34934497816593885,
"grad_norm": 1.025805090974843,
"learning_rate": 4.1134500737541026e-06,
"logits/chosen": -1.0882785320281982,
"logits/rejected": -0.9281471371650696,
"logps/chosen": -279.4626770019531,
"logps/rejected": -729.4642333984375,
"loss": 0.0632,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.04784034937620163,
"rewards/margins": 4.184046745300293,
"rewards/rejected": -4.13620662689209,
"step": 80
},
{
"epoch": 0.3930131004366812,
"grad_norm": 0.7021281871664607,
"learning_rate": 3.8046206389447916e-06,
"logits/chosen": -0.9880226850509644,
"logits/rejected": -0.9430360794067383,
"logps/chosen": -297.018310546875,
"logps/rejected": -715.1465454101562,
"loss": 0.0491,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.10021056234836578,
"rewards/margins": 4.483721733093262,
"rewards/rejected": -4.383510589599609,
"step": 90
},
{
"epoch": 0.4366812227074236,
"grad_norm": 0.586209743573467,
"learning_rate": 3.4655075927279576e-06,
"logits/chosen": -0.9809297323226929,
"logits/rejected": -0.8725347518920898,
"logps/chosen": -311.753662109375,
"logps/rejected": -830.88671875,
"loss": 0.0353,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.36457541584968567,
"rewards/margins": 4.913618564605713,
"rewards/rejected": -5.278193950653076,
"step": 100
},
{
"epoch": 0.48034934497816595,
"grad_norm": 0.3979818436750899,
"learning_rate": 3.1039826239365754e-06,
"logits/chosen": -0.9446805119514465,
"logits/rejected": -0.8940761685371399,
"logps/chosen": -431.5677795410156,
"logps/rejected": -925.68017578125,
"loss": 0.0288,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -1.047907829284668,
"rewards/margins": 5.1847357749938965,
"rewards/rejected": -6.232643127441406,
"step": 110
},
{
"epoch": 0.5240174672489083,
"grad_norm": 0.44864039181837617,
"learning_rate": 2.7284376599571776e-06,
"logits/chosen": -0.9638189077377319,
"logits/rejected": -0.8882731199264526,
"logps/chosen": -392.0179748535156,
"logps/rejected": -961.5611572265625,
"loss": 0.0207,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.6613569259643555,
"rewards/margins": 6.055957794189453,
"rewards/rejected": -6.71731424331665,
"step": 120
},
{
"epoch": 0.5676855895196506,
"grad_norm": 0.15662373138721433,
"learning_rate": 2.3475900684411027e-06,
"logits/chosen": -0.97578364610672,
"logits/rejected": -0.8818238973617554,
"logps/chosen": -417.825439453125,
"logps/rejected": -989.6531372070312,
"loss": 0.0229,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -0.840344250202179,
"rewards/margins": 5.920441627502441,
"rewards/rejected": -6.760786533355713,
"step": 130
},
{
"epoch": 0.611353711790393,
"grad_norm": 1.0644930727731667,
"learning_rate": 1.970280304707447e-06,
"logits/chosen": -1.0020447969436646,
"logits/rejected": -0.8326355814933777,
"logps/chosen": -390.6119384765625,
"logps/rejected": -1086.9949951171875,
"loss": 0.012,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8912075757980347,
"rewards/margins": 6.5178542137146,
"rewards/rejected": -7.40906286239624,
"step": 140
},
{
"epoch": 0.6550218340611353,
"grad_norm": 0.33838570745300933,
"learning_rate": 1.6052667019636462e-06,
"logits/chosen": -0.9777904748916626,
"logits/rejected": -0.9008253216743469,
"logps/chosen": -421.56658935546875,
"logps/rejected": -1008.5904541015625,
"loss": 0.0166,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0421282052993774,
"rewards/margins": 6.398242950439453,
"rewards/rejected": -7.440371513366699,
"step": 150
},
{
"epoch": 0.6986899563318777,
"grad_norm": 0.1209081830310832,
"learning_rate": 1.261022167792161e-06,
"logits/chosen": -1.0033915042877197,
"logits/rejected": -0.8852731585502625,
"logps/chosen": -402.15692138671875,
"logps/rejected": -1126.320556640625,
"loss": 0.011,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8826059103012085,
"rewards/margins": 6.96124267578125,
"rewards/rejected": -7.843849182128906,
"step": 160
},
{
"epoch": 0.74235807860262,
"grad_norm": 0.9669967772246254,
"learning_rate": 9.455375061024319e-07,
"logits/chosen": -0.9981080889701843,
"logits/rejected": -0.914253830909729,
"logps/chosen": -445.781982421875,
"logps/rejected": -1072.5477294921875,
"loss": 0.0161,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -1.2199878692626953,
"rewards/margins": 6.577937126159668,
"rewards/rejected": -7.797924995422363,
"step": 170
},
{
"epoch": 0.7860262008733624,
"grad_norm": 0.09826043440610506,
"learning_rate": 6.661359299530626e-07,
"logits/chosen": -0.9915900230407715,
"logits/rejected": -0.8251992464065552,
"logps/chosen": -402.2227478027344,
"logps/rejected": -1161.5181884765625,
"loss": 0.0089,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1185193061828613,
"rewards/margins": 7.358689308166504,
"rewards/rejected": -8.477209091186523,
"step": 180
},
{
"epoch": 0.8296943231441049,
"grad_norm": 0.3084190328632994,
"learning_rate": 4.293030708802834e-07,
"logits/chosen": -1.0055569410324097,
"logits/rejected": -0.8623663187026978,
"logps/chosen": -418.1572265625,
"logps/rejected": -1129.2655029296875,
"loss": 0.0108,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1186723709106445,
"rewards/margins": 6.933996677398682,
"rewards/rejected": -8.0526704788208,
"step": 190
},
{
"epoch": 0.8733624454148472,
"grad_norm": 0.10794356987220223,
"learning_rate": 2.405364306547955e-07,
"logits/chosen": -0.8744913339614868,
"logits/rejected": -0.7203727960586548,
"logps/chosen": -407.0746765136719,
"logps/rejected": -1108.8079833984375,
"loss": 0.0118,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0695985555648804,
"rewards/margins": 7.07146692276001,
"rewards/rejected": -8.14106559753418,
"step": 200
},
{
"epoch": 0.9170305676855895,
"grad_norm": 1.7933618946506555,
"learning_rate": 1.0421777008019663e-07,
"logits/chosen": -1.047523856163025,
"logits/rejected": -0.8576782941818237,
"logps/chosen": -400.34527587890625,
"logps/rejected": -1216.9423828125,
"loss": 0.0123,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9318978190422058,
"rewards/margins": 7.647104740142822,
"rewards/rejected": -8.579002380371094,
"step": 210
},
{
"epoch": 0.9606986899563319,
"grad_norm": 1.0019715180278645,
"learning_rate": 2.351139701825267e-08,
"logits/chosen": -0.9511087536811829,
"logits/rejected": -0.8330629467964172,
"logps/chosen": -415.8382873535156,
"logps/rejected": -1095.948974609375,
"loss": 0.0086,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0705822706222534,
"rewards/margins": 7.189767360687256,
"rewards/rejected": -8.26034927368164,
"step": 220
},
{
"epoch": 1.0,
"step": 229,
"total_flos": 0.0,
"train_loss": 0.16486623261823405,
"train_runtime": 2148.0634,
"train_samples_per_second": 6.816,
"train_steps_per_second": 0.107
}
],
"logging_steps": 10,
"max_steps": 229,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"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": 2,
"trial_name": null,
"trial_params": null
}