|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 3.0, |
|
"eval_steps": 100, |
|
"global_step": 288, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.010416666666666666, |
|
"grad_norm": 617.2018982452129, |
|
"learning_rate": 1.426036352613182e-08, |
|
"logits/chosen": -2.590585231781006, |
|
"logits/rejected": -2.5664222240448, |
|
"logps/chosen": -80.29847717285156, |
|
"logps/rejected": -53.10200881958008, |
|
"loss": 0.6931, |
|
"rewards/accuracies": 0.0, |
|
"rewards/chosen": 0.0, |
|
"rewards/margins": 0.0, |
|
"rewards/rejected": 0.0, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.10416666666666667, |
|
"grad_norm": 527.5551545265153, |
|
"learning_rate": 1.426036352613182e-07, |
|
"logits/chosen": -2.5563437938690186, |
|
"logits/rejected": -2.5385162830352783, |
|
"logps/chosen": -87.91403198242188, |
|
"logps/rejected": -81.02542114257812, |
|
"loss": 0.7003, |
|
"rewards/accuracies": 0.1805555522441864, |
|
"rewards/chosen": 0.0010530749568715692, |
|
"rewards/margins": -0.01120604109019041, |
|
"rewards/rejected": 0.012259114533662796, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.20833333333333334, |
|
"grad_norm": 438.4524613822673, |
|
"learning_rate": 2.852072705226364e-07, |
|
"logits/chosen": -2.6143155097961426, |
|
"logits/rejected": -2.5655746459960938, |
|
"logps/chosen": -103.23042297363281, |
|
"logps/rejected": -89.8201675415039, |
|
"loss": 0.6727, |
|
"rewards/accuracies": 0.2874999940395355, |
|
"rewards/chosen": 0.11292153596878052, |
|
"rewards/margins": 0.0527835413813591, |
|
"rewards/rejected": 0.06013798713684082, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.3125, |
|
"grad_norm": 605.3404221140555, |
|
"learning_rate": 4.123399224035455e-07, |
|
"logits/chosen": -2.516937017440796, |
|
"logits/rejected": -2.5314974784851074, |
|
"logps/chosen": -67.30062103271484, |
|
"logps/rejected": -75.01806640625, |
|
"loss": 0.6755, |
|
"rewards/accuracies": 0.33125001192092896, |
|
"rewards/chosen": 0.12800100445747375, |
|
"rewards/margins": 0.21436181664466858, |
|
"rewards/rejected": -0.08636082708835602, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.4166666666666667, |
|
"grad_norm": 444.59888459571647, |
|
"learning_rate": 4.002337238607724e-07, |
|
"logits/chosen": -2.58128023147583, |
|
"logits/rejected": -2.5694420337677, |
|
"logps/chosen": -71.9786376953125, |
|
"logps/rejected": -70.76583099365234, |
|
"loss": 0.707, |
|
"rewards/accuracies": 0.25, |
|
"rewards/chosen": 0.15727010369300842, |
|
"rewards/margins": 0.20649325847625732, |
|
"rewards/rejected": -0.049223143607378006, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.5208333333333334, |
|
"grad_norm": 550.2437260335452, |
|
"learning_rate": 3.881275253179993e-07, |
|
"logits/chosen": -2.4956462383270264, |
|
"logits/rejected": -2.5077638626098633, |
|
"logps/chosen": -50.16924285888672, |
|
"logps/rejected": -58.39775466918945, |
|
"loss": 0.7248, |
|
"rewards/accuracies": 0.24375000596046448, |
|
"rewards/chosen": 0.685566782951355, |
|
"rewards/margins": 0.20654968917369843, |
|
"rewards/rejected": 0.47901707887649536, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.625, |
|
"grad_norm": 398.6501309271306, |
|
"learning_rate": 3.7602132677522625e-07, |
|
"logits/chosen": -2.5804848670959473, |
|
"logits/rejected": -2.561837673187256, |
|
"logps/chosen": -77.69390869140625, |
|
"logps/rejected": -78.58424377441406, |
|
"loss": 0.6856, |
|
"rewards/accuracies": 0.34375, |
|
"rewards/chosen": 1.2882606983184814, |
|
"rewards/margins": 0.582649827003479, |
|
"rewards/rejected": 0.7056108713150024, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.7291666666666666, |
|
"grad_norm": 522.2478868366107, |
|
"learning_rate": 3.6391512823245316e-07, |
|
"logits/chosen": -2.5641486644744873, |
|
"logits/rejected": -2.5553622245788574, |
|
"logps/chosen": -94.89775085449219, |
|
"logps/rejected": -84.7375259399414, |
|
"loss": 0.6908, |
|
"rewards/accuracies": 0.35624998807907104, |
|
"rewards/chosen": 1.3555562496185303, |
|
"rewards/margins": 0.6880232691764832, |
|
"rewards/rejected": 0.6675330400466919, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.8333333333333334, |
|
"grad_norm": 784.7617891372116, |
|
"learning_rate": 3.5180892968968006e-07, |
|
"logits/chosen": -2.563314199447632, |
|
"logits/rejected": -2.5102317333221436, |
|
"logps/chosen": -84.65424346923828, |
|
"logps/rejected": -79.29447174072266, |
|
"loss": 0.6788, |
|
"rewards/accuracies": 0.40625, |
|
"rewards/chosen": 0.9282310605049133, |
|
"rewards/margins": 0.845805823802948, |
|
"rewards/rejected": 0.08242519199848175, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.9375, |
|
"grad_norm": 653.0219382894146, |
|
"learning_rate": 3.39702731146907e-07, |
|
"logits/chosen": -2.4886748790740967, |
|
"logits/rejected": -2.4833056926727295, |
|
"logps/chosen": -53.71883010864258, |
|
"logps/rejected": -63.658111572265625, |
|
"loss": 0.7149, |
|
"rewards/accuracies": 0.2562499940395355, |
|
"rewards/chosen": 0.24449601769447327, |
|
"rewards/margins": 0.4224325716495514, |
|
"rewards/rejected": -0.17793650925159454, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.0416666666666667, |
|
"grad_norm": 211.1512305376009, |
|
"learning_rate": 3.2759653260413393e-07, |
|
"logits/chosen": -2.486382246017456, |
|
"logits/rejected": -2.4644775390625, |
|
"logps/chosen": -70.5580062866211, |
|
"logps/rejected": -73.16108703613281, |
|
"loss": 0.5697, |
|
"rewards/accuracies": 0.39375001192092896, |
|
"rewards/chosen": 2.7764008045196533, |
|
"rewards/margins": 3.8405537605285645, |
|
"rewards/rejected": -1.0641529560089111, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.0416666666666667, |
|
"eval_logits/chosen": -2.5235462188720703, |
|
"eval_logits/rejected": -2.507991313934326, |
|
"eval_logps/chosen": -73.52123260498047, |
|
"eval_logps/rejected": -80.83517456054688, |
|
"eval_loss": 0.731433093547821, |
|
"eval_rewards/accuracies": 0.3432539701461792, |
|
"eval_rewards/chosen": 0.9086403846740723, |
|
"eval_rewards/margins": 0.6340094804763794, |
|
"eval_rewards/rejected": 0.27463099360466003, |
|
"eval_runtime": 113.6041, |
|
"eval_samples_per_second": 17.605, |
|
"eval_steps_per_second": 0.555, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.1458333333333333, |
|
"grad_norm": 53.69152144204709, |
|
"learning_rate": 3.1549033406136084e-07, |
|
"logits/chosen": -2.499805212020874, |
|
"logits/rejected": -2.531052350997925, |
|
"logps/chosen": -61.31892776489258, |
|
"logps/rejected": -85.37156677246094, |
|
"loss": 0.3654, |
|
"rewards/accuracies": 0.48124998807907104, |
|
"rewards/chosen": 3.7935471534729004, |
|
"rewards/margins": 7.435075283050537, |
|
"rewards/rejected": -3.6415278911590576, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"grad_norm": 20.68999344570945, |
|
"learning_rate": 3.0338413551858774e-07, |
|
"logits/chosen": -2.563140630722046, |
|
"logits/rejected": -2.531294345855713, |
|
"logps/chosen": -100.05778503417969, |
|
"logps/rejected": -99.29850769042969, |
|
"loss": 0.383, |
|
"rewards/accuracies": 0.581250011920929, |
|
"rewards/chosen": 7.445196628570557, |
|
"rewards/margins": 13.030279159545898, |
|
"rewards/rejected": -5.585082530975342, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.3541666666666667, |
|
"grad_norm": 14.636781759163808, |
|
"learning_rate": 2.9127793697581465e-07, |
|
"logits/chosen": -2.4888994693756104, |
|
"logits/rejected": -2.491908073425293, |
|
"logps/chosen": -79.58487701416016, |
|
"logps/rejected": -93.6611328125, |
|
"loss": 0.3782, |
|
"rewards/accuracies": 0.46875, |
|
"rewards/chosen": 6.539540767669678, |
|
"rewards/margins": 10.590567588806152, |
|
"rewards/rejected": -4.051028251647949, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.4583333333333333, |
|
"grad_norm": 244.07787693322098, |
|
"learning_rate": 2.7917173843304155e-07, |
|
"logits/chosen": -2.4806408882141113, |
|
"logits/rejected": -2.495673179626465, |
|
"logps/chosen": -43.72606658935547, |
|
"logps/rejected": -66.98627471923828, |
|
"loss": 0.3801, |
|
"rewards/accuracies": 0.4375, |
|
"rewards/chosen": 5.209879398345947, |
|
"rewards/margins": 6.956570625305176, |
|
"rewards/rejected": -1.746691346168518, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.5625, |
|
"grad_norm": 6.49560423904862, |
|
"learning_rate": 2.6706553989026857e-07, |
|
"logits/chosen": -2.5112829208374023, |
|
"logits/rejected": -2.486833333969116, |
|
"logps/chosen": -65.41731262207031, |
|
"logps/rejected": -75.73360443115234, |
|
"loss": 0.396, |
|
"rewards/accuracies": 0.4625000059604645, |
|
"rewards/chosen": 6.304823875427246, |
|
"rewards/margins": 8.325952529907227, |
|
"rewards/rejected": -2.021127939224243, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.6666666666666665, |
|
"grad_norm": 6.063779849774731, |
|
"learning_rate": 2.5495934134749547e-07, |
|
"logits/chosen": -2.474635362625122, |
|
"logits/rejected": -2.482422113418579, |
|
"logps/chosen": -72.21180725097656, |
|
"logps/rejected": -92.7371826171875, |
|
"loss": 0.3721, |
|
"rewards/accuracies": 0.5375000238418579, |
|
"rewards/chosen": 8.162205696105957, |
|
"rewards/margins": 12.658352851867676, |
|
"rewards/rejected": -4.496148109436035, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.7708333333333335, |
|
"grad_norm": 85.93105910386429, |
|
"learning_rate": 2.428531428047224e-07, |
|
"logits/chosen": -2.4428138732910156, |
|
"logits/rejected": -2.432603359222412, |
|
"logps/chosen": -69.3802261352539, |
|
"logps/rejected": -89.16145324707031, |
|
"loss": 0.3955, |
|
"rewards/accuracies": 0.53125, |
|
"rewards/chosen": 5.470473289489746, |
|
"rewards/margins": 11.255060195922852, |
|
"rewards/rejected": -5.784585952758789, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.875, |
|
"grad_norm": 98.1345548828152, |
|
"learning_rate": 2.307469442619493e-07, |
|
"logits/chosen": -2.473292827606201, |
|
"logits/rejected": -2.4571070671081543, |
|
"logps/chosen": -66.85240936279297, |
|
"logps/rejected": -79.23042297363281, |
|
"loss": 0.3619, |
|
"rewards/accuracies": 0.48750001192092896, |
|
"rewards/chosen": 4.686768531799316, |
|
"rewards/margins": 9.949495315551758, |
|
"rewards/rejected": -5.262727737426758, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.9791666666666665, |
|
"grad_norm": 12.502260702545252, |
|
"learning_rate": 2.186407457191762e-07, |
|
"logits/chosen": -2.5277750492095947, |
|
"logits/rejected": -2.5254924297332764, |
|
"logps/chosen": -81.32090759277344, |
|
"logps/rejected": -96.72193908691406, |
|
"loss": 0.3801, |
|
"rewards/accuracies": 0.5249999761581421, |
|
"rewards/chosen": 6.689125061035156, |
|
"rewards/margins": 12.403680801391602, |
|
"rewards/rejected": -5.714554309844971, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.0833333333333335, |
|
"grad_norm": 0.8365271794834654, |
|
"learning_rate": 2.065345471764031e-07, |
|
"logits/chosen": -2.48215651512146, |
|
"logits/rejected": -2.5054686069488525, |
|
"logps/chosen": -81.12793731689453, |
|
"logps/rejected": -109.39041900634766, |
|
"loss": 0.3568, |
|
"rewards/accuracies": 0.5375000238418579, |
|
"rewards/chosen": 7.378162384033203, |
|
"rewards/margins": 14.7354154586792, |
|
"rewards/rejected": -7.3572540283203125, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.0833333333333335, |
|
"eval_logits/chosen": -2.534412384033203, |
|
"eval_logits/rejected": -2.5182077884674072, |
|
"eval_logps/chosen": -72.82362365722656, |
|
"eval_logps/rejected": -80.80423736572266, |
|
"eval_loss": 0.9403718709945679, |
|
"eval_rewards/accuracies": 0.329365074634552, |
|
"eval_rewards/chosen": 1.5621305704116821, |
|
"eval_rewards/margins": 1.2585159540176392, |
|
"eval_rewards/rejected": 0.3036145269870758, |
|
"eval_runtime": 113.4863, |
|
"eval_samples_per_second": 17.623, |
|
"eval_steps_per_second": 0.555, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.1875, |
|
"grad_norm": 0.17365138232640678, |
|
"learning_rate": 1.9442834863363e-07, |
|
"logits/chosen": -2.538646697998047, |
|
"logits/rejected": -2.531092405319214, |
|
"logps/chosen": -57.24335861206055, |
|
"logps/rejected": -73.53451538085938, |
|
"loss": 0.381, |
|
"rewards/accuracies": 0.42500001192092896, |
|
"rewards/chosen": 5.948960781097412, |
|
"rewards/margins": 10.486295700073242, |
|
"rewards/rejected": -4.537335395812988, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.2916666666666665, |
|
"grad_norm": 2.449230292077233, |
|
"learning_rate": 1.8232215009085696e-07, |
|
"logits/chosen": -2.558448314666748, |
|
"logits/rejected": -2.511837959289551, |
|
"logps/chosen": -92.26642608642578, |
|
"logps/rejected": -99.34980010986328, |
|
"loss": 0.3282, |
|
"rewards/accuracies": 0.574999988079071, |
|
"rewards/chosen": 9.164371490478516, |
|
"rewards/margins": 15.474553108215332, |
|
"rewards/rejected": -6.310182094573975, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.3958333333333335, |
|
"grad_norm": 0.8917188204265395, |
|
"learning_rate": 1.7021595154808387e-07, |
|
"logits/chosen": -2.5435986518859863, |
|
"logits/rejected": -2.512115001678467, |
|
"logps/chosen": -54.11479949951172, |
|
"logps/rejected": -59.78227615356445, |
|
"loss": 0.3796, |
|
"rewards/accuracies": 0.4312500059604645, |
|
"rewards/chosen": 5.355578422546387, |
|
"rewards/margins": 8.94926643371582, |
|
"rewards/rejected": -3.593688488006592, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"grad_norm": 164.121389909511, |
|
"learning_rate": 1.5810975300531077e-07, |
|
"logits/chosen": -2.5293872356414795, |
|
"logits/rejected": -2.483024835586548, |
|
"logps/chosen": -81.53751373291016, |
|
"logps/rejected": -85.67427062988281, |
|
"loss": 0.3814, |
|
"rewards/accuracies": 0.4937500059604645, |
|
"rewards/chosen": 5.955917835235596, |
|
"rewards/margins": 11.81001091003418, |
|
"rewards/rejected": -5.8540940284729, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.6041666666666665, |
|
"grad_norm": 0.25571279122418833, |
|
"learning_rate": 1.4600355446253773e-07, |
|
"logits/chosen": -2.485600233078003, |
|
"logits/rejected": -2.473313570022583, |
|
"logps/chosen": -66.71253204345703, |
|
"logps/rejected": -76.95586395263672, |
|
"loss": 0.3582, |
|
"rewards/accuracies": 0.48750001192092896, |
|
"rewards/chosen": 5.579711437225342, |
|
"rewards/margins": 11.685328483581543, |
|
"rewards/rejected": -6.105617523193359, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.7083333333333335, |
|
"grad_norm": 20.873017456890867, |
|
"learning_rate": 1.3389735591976464e-07, |
|
"logits/chosen": -2.487583637237549, |
|
"logits/rejected": -2.5043182373046875, |
|
"logps/chosen": -51.980262756347656, |
|
"logps/rejected": -80.04218292236328, |
|
"loss": 0.3794, |
|
"rewards/accuracies": 0.45625001192092896, |
|
"rewards/chosen": 5.761561393737793, |
|
"rewards/margins": 12.39246654510498, |
|
"rewards/rejected": -6.6309051513671875, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.8125, |
|
"grad_norm": 39.42095791773263, |
|
"learning_rate": 1.2179115737699154e-07, |
|
"logits/chosen": -2.4937992095947266, |
|
"logits/rejected": -2.5243396759033203, |
|
"logps/chosen": -71.54154205322266, |
|
"logps/rejected": -85.11618041992188, |
|
"loss": 0.352, |
|
"rewards/accuracies": 0.4937500059604645, |
|
"rewards/chosen": 4.807980537414551, |
|
"rewards/margins": 11.203904151916504, |
|
"rewards/rejected": -6.395923614501953, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.9166666666666665, |
|
"grad_norm": 0.222552372589121, |
|
"learning_rate": 1.0968495883421846e-07, |
|
"logits/chosen": -2.5492477416992188, |
|
"logits/rejected": -2.515148639678955, |
|
"logps/chosen": -78.6363525390625, |
|
"logps/rejected": -90.13154602050781, |
|
"loss": 0.3626, |
|
"rewards/accuracies": 0.48750001192092896, |
|
"rewards/chosen": 6.29600191116333, |
|
"rewards/margins": 13.563056945800781, |
|
"rewards/rejected": -7.267056465148926, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 288, |
|
"total_flos": 0.0, |
|
"train_loss": 0.479405563738611, |
|
"train_runtime": 3137.8924, |
|
"train_samples_per_second": 5.844, |
|
"train_steps_per_second": 0.092 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 288, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"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": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|