|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 0.9978586723768736, |
|
"eval_steps": 500, |
|
"global_step": 233, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04, |
|
"grad_norm": 5.59375, |
|
"learning_rate": 4.977309719247571e-06, |
|
"log_odds_chosen": 0.06703004986047745, |
|
"log_odds_ratio": -0.7092211842536926, |
|
"logits/chosen": -3.2759811878204346, |
|
"logits/rejected": -3.2908482551574707, |
|
"logps/chosen": -0.7329679727554321, |
|
"logps/rejected": -0.7760596871376038, |
|
"loss": 0.6188, |
|
"nll_loss": 0.47388267517089844, |
|
"rewards/accuracies": 0.4937500059604645, |
|
"rewards/chosen": -0.1465936005115509, |
|
"rewards/margins": 0.008618330582976341, |
|
"rewards/rejected": -0.15521195530891418, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"grad_norm": 5.21875, |
|
"learning_rate": 4.909650756062782e-06, |
|
"log_odds_chosen": 0.054611045867204666, |
|
"log_odds_ratio": -0.7257325053215027, |
|
"logits/chosen": -3.2224247455596924, |
|
"logits/rejected": -3.236621141433716, |
|
"logps/chosen": -0.7471343874931335, |
|
"logps/rejected": -0.7686465978622437, |
|
"loss": 0.5619, |
|
"nll_loss": 0.4292874336242676, |
|
"rewards/accuracies": 0.53125, |
|
"rewards/chosen": -0.1494268774986267, |
|
"rewards/margins": 0.004302443936467171, |
|
"rewards/rejected": -0.15372933447360992, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"grad_norm": 4.15625, |
|
"learning_rate": 4.7982512711416995e-06, |
|
"log_odds_chosen": 0.06513820588588715, |
|
"log_odds_ratio": -0.7152190208435059, |
|
"logits/chosen": -3.165383815765381, |
|
"logits/rejected": -3.1888585090637207, |
|
"logps/chosen": -0.7319885492324829, |
|
"logps/rejected": -0.7425517439842224, |
|
"loss": 0.5721, |
|
"nll_loss": 0.43641433119773865, |
|
"rewards/accuracies": 0.518750011920929, |
|
"rewards/chosen": -0.14639770984649658, |
|
"rewards/margins": 0.0021126591600477695, |
|
"rewards/rejected": -0.14851033687591553, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"grad_norm": 4.21875, |
|
"learning_rate": 4.64513341295515e-06, |
|
"log_odds_chosen": -0.017645269632339478, |
|
"log_odds_ratio": -0.7585808038711548, |
|
"logits/chosen": -3.1905665397644043, |
|
"logits/rejected": -3.186293125152588, |
|
"logps/chosen": -0.7048856019973755, |
|
"logps/rejected": -0.7017339468002319, |
|
"loss": 0.5925, |
|
"nll_loss": 0.4144836366176605, |
|
"rewards/accuracies": 0.4625000059604645, |
|
"rewards/chosen": -0.14097711443901062, |
|
"rewards/margins": -0.0006303312256932259, |
|
"rewards/rejected": -0.14034679532051086, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"grad_norm": 4.40625, |
|
"learning_rate": 4.453076611255507e-06, |
|
"log_odds_chosen": 0.14627456665039062, |
|
"log_odds_ratio": -0.6653262972831726, |
|
"logits/chosen": -3.1202988624572754, |
|
"logits/rejected": -3.1385226249694824, |
|
"logps/chosen": -0.6960284113883972, |
|
"logps/rejected": -0.7755590081214905, |
|
"loss": 0.5531, |
|
"nll_loss": 0.3655123710632324, |
|
"rewards/accuracies": 0.6312500238418579, |
|
"rewards/chosen": -0.139205664396286, |
|
"rewards/margins": 0.015906114131212234, |
|
"rewards/rejected": -0.15511178970336914, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"grad_norm": 4.6875, |
|
"learning_rate": 4.22556712424355e-06, |
|
"log_odds_chosen": 0.12080030143260956, |
|
"log_odds_ratio": -0.6814600229263306, |
|
"logits/chosen": -3.0596089363098145, |
|
"logits/rejected": -3.056286573410034, |
|
"logps/chosen": -0.6838747262954712, |
|
"logps/rejected": -0.7580210566520691, |
|
"loss": 0.5745, |
|
"nll_loss": 0.4387393891811371, |
|
"rewards/accuracies": 0.5625, |
|
"rewards/chosen": -0.1367749273777008, |
|
"rewards/margins": 0.014829280786216259, |
|
"rewards/rejected": -0.15160420536994934, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 4.34375, |
|
"learning_rate": 3.9667347552265945e-06, |
|
"log_odds_chosen": 0.09098054468631744, |
|
"log_odds_ratio": -0.7007282376289368, |
|
"logits/chosen": -3.1298584938049316, |
|
"logits/rejected": -3.135943651199341, |
|
"logps/chosen": -0.7081547975540161, |
|
"logps/rejected": -0.7608820796012878, |
|
"loss": 0.6087, |
|
"nll_loss": 0.4499574303627014, |
|
"rewards/accuracies": 0.5874999761581421, |
|
"rewards/chosen": -0.14163094758987427, |
|
"rewards/margins": 0.0105454595759511, |
|
"rewards/rejected": -0.1521764099597931, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"grad_norm": 4.40625, |
|
"learning_rate": 3.68127788750129e-06, |
|
"log_odds_chosen": 0.18564960360527039, |
|
"log_odds_ratio": -0.6482046842575073, |
|
"logits/chosen": -3.142078399658203, |
|
"logits/rejected": -3.145967960357666, |
|
"logps/chosen": -0.6542805433273315, |
|
"logps/rejected": -0.7562066912651062, |
|
"loss": 0.5855, |
|
"nll_loss": 0.40380844473838806, |
|
"rewards/accuracies": 0.65625, |
|
"rewards/chosen": -0.13085612654685974, |
|
"rewards/margins": 0.020385239273309708, |
|
"rewards/rejected": -0.15124136209487915, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"grad_norm": 3.921875, |
|
"learning_rate": 3.3743781982447533e-06, |
|
"log_odds_chosen": 0.13925865292549133, |
|
"log_odds_ratio": -0.6794918775558472, |
|
"logits/chosen": -3.1532516479492188, |
|
"logits/rejected": -3.1458470821380615, |
|
"logps/chosen": -0.6936465501785278, |
|
"logps/rejected": -0.7801955938339233, |
|
"loss": 0.567, |
|
"nll_loss": 0.4436867833137512, |
|
"rewards/accuracies": 0.5562499761581421, |
|
"rewards/chosen": -0.1387293040752411, |
|
"rewards/margins": 0.01730981469154358, |
|
"rewards/rejected": -0.15603913366794586, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"grad_norm": 3.75, |
|
"learning_rate": 3.0516065995466336e-06, |
|
"log_odds_chosen": 0.16556194424629211, |
|
"log_odds_ratio": -0.6641014218330383, |
|
"logits/chosen": -3.1563491821289062, |
|
"logits/rejected": -3.1614346504211426, |
|
"logps/chosen": -0.6500056982040405, |
|
"logps/rejected": -0.7318493127822876, |
|
"loss": 0.5861, |
|
"nll_loss": 0.45738714933395386, |
|
"rewards/accuracies": 0.5687500238418579, |
|
"rewards/chosen": -0.13000114262104034, |
|
"rewards/margins": 0.016368722543120384, |
|
"rewards/rejected": -0.14636987447738647, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"grad_norm": 4.0625, |
|
"learning_rate": 2.7188221139616303e-06, |
|
"log_odds_chosen": 0.10007637739181519, |
|
"log_odds_ratio": -0.6944689750671387, |
|
"logits/chosen": -3.105386972427368, |
|
"logits/rejected": -3.1417195796966553, |
|
"logps/chosen": -0.7295275926589966, |
|
"logps/rejected": -0.7832143902778625, |
|
"loss": 0.5604, |
|
"nll_loss": 0.4221896231174469, |
|
"rewards/accuracies": 0.5625, |
|
"rewards/chosen": -0.1459055244922638, |
|
"rewards/margins": 0.010737359523773193, |
|
"rewards/rejected": -0.156642884016037, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"grad_norm": 3.609375, |
|
"learning_rate": 2.3820655202161237e-06, |
|
"log_odds_chosen": 0.18686607480049133, |
|
"log_odds_ratio": -0.6535667777061462, |
|
"logits/chosen": -3.1217126846313477, |
|
"logits/rejected": -3.1293649673461914, |
|
"logps/chosen": -0.632846474647522, |
|
"logps/rejected": -0.726894736289978, |
|
"loss": 0.5714, |
|
"nll_loss": 0.4484385848045349, |
|
"rewards/accuracies": 0.612500011920929, |
|
"rewards/chosen": -0.12656930088996887, |
|
"rewards/margins": 0.018809664994478226, |
|
"rewards/rejected": -0.1453789472579956, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"grad_norm": 4.0, |
|
"learning_rate": 2.0474496996359676e-06, |
|
"log_odds_chosen": 0.12438281625509262, |
|
"log_odds_ratio": -0.6807030439376831, |
|
"logits/chosen": -3.114492177963257, |
|
"logits/rejected": -3.1283891201019287, |
|
"logps/chosen": -0.6877269148826599, |
|
"logps/rejected": -0.7388188242912292, |
|
"loss": 0.5653, |
|
"nll_loss": 0.407818466424942, |
|
"rewards/accuracies": 0.5687500238418579, |
|
"rewards/chosen": -0.1375453919172287, |
|
"rewards/margins": 0.010218393988907337, |
|
"rewards/rejected": -0.14776377379894257, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 4.375, |
|
"learning_rate": 1.7210486737516947e-06, |
|
"log_odds_chosen": 0.13585877418518066, |
|
"log_odds_ratio": -0.6894018650054932, |
|
"logits/chosen": -3.094355583190918, |
|
"logits/rejected": -3.100367784500122, |
|
"logps/chosen": -0.6505359411239624, |
|
"logps/rejected": -0.7270746231079102, |
|
"loss": 0.5667, |
|
"nll_loss": 0.38747844099998474, |
|
"rewards/accuracies": 0.6000000238418579, |
|
"rewards/chosen": -0.13010717928409576, |
|
"rewards/margins": 0.015307746827602386, |
|
"rewards/rejected": -0.14541491866111755, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"grad_norm": 4.15625, |
|
"learning_rate": 1.4087873472954638e-06, |
|
"log_odds_chosen": 0.14618463814258575, |
|
"log_odds_ratio": -0.6783791780471802, |
|
"logits/chosen": -3.124422788619995, |
|
"logits/rejected": -3.1180996894836426, |
|
"logps/chosen": -0.7014532089233398, |
|
"logps/rejected": -0.7804998159408569, |
|
"loss": 0.5371, |
|
"nll_loss": 0.3992606997489929, |
|
"rewards/accuracies": 0.625, |
|
"rewards/chosen": -0.14029064774513245, |
|
"rewards/margins": 0.015809325501322746, |
|
"rewards/rejected": -0.15609999001026154, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"grad_norm": 3.796875, |
|
"learning_rate": 1.116333957999608e-06, |
|
"log_odds_chosen": 0.06774308532476425, |
|
"log_odds_ratio": -0.7074956893920898, |
|
"logits/chosen": -3.1124911308288574, |
|
"logits/rejected": -3.1118929386138916, |
|
"logps/chosen": -0.7164414525032043, |
|
"logps/rejected": -0.7556790113449097, |
|
"loss": 0.5714, |
|
"nll_loss": 0.40609636902809143, |
|
"rewards/accuracies": 0.5249999761581421, |
|
"rewards/chosen": -0.14328829944133759, |
|
"rewards/margins": 0.007847519591450691, |
|
"rewards/rejected": -0.15113583207130432, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"grad_norm": 3.890625, |
|
"learning_rate": 8.48997185472226e-07, |
|
"log_odds_chosen": 0.14430537819862366, |
|
"log_odds_ratio": -0.6831859946250916, |
|
"logits/chosen": -3.1008052825927734, |
|
"logits/rejected": -3.118614912033081, |
|
"logps/chosen": -0.6754971742630005, |
|
"logps/rejected": -0.7525571584701538, |
|
"loss": 0.5597, |
|
"nll_loss": 0.41810712218284607, |
|
"rewards/accuracies": 0.550000011920929, |
|
"rewards/chosen": -0.13509942591190338, |
|
"rewards/margins": 0.015411997213959694, |
|
"rewards/rejected": -0.15051142871379852, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"grad_norm": 4.65625, |
|
"learning_rate": 6.11629786852592e-07, |
|
"log_odds_chosen": 0.20049241185188293, |
|
"log_odds_ratio": -0.6564125418663025, |
|
"logits/chosen": -3.0964746475219727, |
|
"logits/rejected": -3.097423553466797, |
|
"logps/chosen": -0.6751464009284973, |
|
"logps/rejected": -0.7748547196388245, |
|
"loss": 0.5689, |
|
"nll_loss": 0.4084566533565521, |
|
"rewards/accuracies": 0.625, |
|
"rewards/chosen": -0.13502928614616394, |
|
"rewards/margins": 0.019941668957471848, |
|
"rewards/rejected": -0.1549709588289261, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"grad_norm": 3.8125, |
|
"learning_rate": 4.0854050847362966e-07, |
|
"log_odds_chosen": 0.1618964970111847, |
|
"log_odds_ratio": -0.6639573574066162, |
|
"logits/chosen": -3.1198277473449707, |
|
"logits/rejected": -3.1235454082489014, |
|
"logps/chosen": -0.6751562356948853, |
|
"logps/rejected": -0.7577996253967285, |
|
"loss": 0.5453, |
|
"nll_loss": 0.4503118097782135, |
|
"rewards/accuracies": 0.6312500238418579, |
|
"rewards/chosen": -0.13503125309944153, |
|
"rewards/margins": 0.016528675332665443, |
|
"rewards/rejected": -0.15155991911888123, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"grad_norm": 3.78125, |
|
"learning_rate": 2.4341587253072035e-07, |
|
"log_odds_chosen": 0.21062397956848145, |
|
"log_odds_ratio": -0.6452255249023438, |
|
"logits/chosen": -3.0891025066375732, |
|
"logits/rejected": -3.077317714691162, |
|
"logps/chosen": -0.6431701183319092, |
|
"logps/rejected": -0.7490943670272827, |
|
"loss": 0.5505, |
|
"nll_loss": 0.3902386724948883, |
|
"rewards/accuracies": 0.643750011920929, |
|
"rewards/chosen": -0.1286340355873108, |
|
"rewards/margins": 0.021184856072068214, |
|
"rewards/rejected": -0.14981889724731445, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"grad_norm": 4.28125, |
|
"learning_rate": 1.1925325850281416e-07, |
|
"log_odds_chosen": 0.08836773782968521, |
|
"log_odds_ratio": -0.7011784315109253, |
|
"logits/chosen": -3.1118626594543457, |
|
"logits/rejected": -3.1287245750427246, |
|
"logps/chosen": -0.6649689674377441, |
|
"logps/rejected": -0.6961485743522644, |
|
"loss": 0.534, |
|
"nll_loss": 0.34850066900253296, |
|
"rewards/accuracies": 0.5625, |
|
"rewards/chosen": -0.13299378752708435, |
|
"rewards/margins": 0.00623591523617506, |
|
"rewards/rejected": -0.13922971487045288, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"grad_norm": 3.984375, |
|
"learning_rate": 3.830649404690939e-08, |
|
"log_odds_chosen": 0.10791333764791489, |
|
"log_odds_ratio": -0.691511332988739, |
|
"logits/chosen": -3.0939254760742188, |
|
"logits/rejected": -3.1030945777893066, |
|
"logps/chosen": -0.6941600441932678, |
|
"logps/rejected": -0.7733976244926453, |
|
"loss": 0.5775, |
|
"nll_loss": 0.40806055068969727, |
|
"rewards/accuracies": 0.5249999761581421, |
|
"rewards/chosen": -0.1388320028781891, |
|
"rewards/margins": 0.015847522765398026, |
|
"rewards/rejected": -0.15467952191829681, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"grad_norm": 4.15625, |
|
"learning_rate": 2.044943012210754e-09, |
|
"log_odds_chosen": 0.10530634969472885, |
|
"log_odds_ratio": -0.69704669713974, |
|
"logits/chosen": -3.1206929683685303, |
|
"logits/rejected": -3.117326259613037, |
|
"logps/chosen": -0.6853540539741516, |
|
"logps/rejected": -0.7511805295944214, |
|
"loss": 0.567, |
|
"nll_loss": 0.40571802854537964, |
|
"rewards/accuracies": 0.581250011920929, |
|
"rewards/chosen": -0.13707080483436584, |
|
"rewards/margins": 0.013165315613150597, |
|
"rewards/rejected": -0.150236114859581, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"step": 233, |
|
"total_flos": 0.0, |
|
"train_loss": 0.5704265398017326, |
|
"train_runtime": 3228.2239, |
|
"train_samples_per_second": 4.624, |
|
"train_steps_per_second": 0.072 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 233, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 1, |
|
"save_steps": 500, |
|
"total_flos": 0.0, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|