zephyr-7b-dpo-qlora / trainer_state.json
RedaAlami's picture
Model save
6195168 verified
raw
history blame
188 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 3179,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00031456432840515884,
"grad_norm": 0.0479649193584919,
"learning_rate": 1.5723270440251573e-08,
"logits/chosen": -1.9399988651275635,
"logits/rejected": -1.95430588722229,
"logps/chosen": -37.35533905029297,
"logps/rejected": -35.944679260253906,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.0031456432840515887,
"grad_norm": 0.04902639612555504,
"learning_rate": 1.5723270440251575e-07,
"logits/chosen": -1.8399639129638672,
"logits/rejected": -1.9113829135894775,
"logps/chosen": -33.15123748779297,
"logps/rejected": -34.97999572753906,
"loss": 0.6932,
"rewards/accuracies": 0.4097222089767456,
"rewards/chosen": -0.00022805675689596683,
"rewards/margins": -0.00019479618640616536,
"rewards/rejected": -3.326057776575908e-05,
"step": 10
},
{
"epoch": 0.0062912865681031774,
"grad_norm": 0.04345833510160446,
"learning_rate": 3.144654088050315e-07,
"logits/chosen": -1.8433700799942017,
"logits/rejected": -1.8701088428497314,
"logps/chosen": -32.37605667114258,
"logps/rejected": -35.17049026489258,
"loss": 0.6931,
"rewards/accuracies": 0.45625001192092896,
"rewards/chosen": -0.0001617725647520274,
"rewards/margins": -0.00015225948300212622,
"rewards/rejected": -9.513064469501842e-06,
"step": 20
},
{
"epoch": 0.009436929852154765,
"grad_norm": 0.04357537627220154,
"learning_rate": 4.716981132075472e-07,
"logits/chosen": -1.8218624591827393,
"logits/rejected": -1.8491008281707764,
"logps/chosen": -32.927635192871094,
"logps/rejected": -34.23331069946289,
"loss": 0.693,
"rewards/accuracies": 0.518750011920929,
"rewards/chosen": 1.8031179934041575e-05,
"rewards/margins": 0.00020070603932254016,
"rewards/rejected": -0.00018267489213030785,
"step": 30
},
{
"epoch": 0.012582573136206355,
"grad_norm": 0.04584033414721489,
"learning_rate": 6.28930817610063e-07,
"logits/chosen": -1.8482955694198608,
"logits/rejected": -1.844745397567749,
"logps/chosen": -33.68798828125,
"logps/rejected": -37.151004791259766,
"loss": 0.693,
"rewards/accuracies": 0.4937500059604645,
"rewards/chosen": -0.0003600932250265032,
"rewards/margins": -7.291980000445619e-05,
"rewards/rejected": -0.00028717340319417417,
"step": 40
},
{
"epoch": 0.015728216420257943,
"grad_norm": 0.04268745705485344,
"learning_rate": 7.861635220125787e-07,
"logits/chosen": -1.8830944299697876,
"logits/rejected": -1.912956953048706,
"logps/chosen": -33.78385925292969,
"logps/rejected": -34.29187774658203,
"loss": 0.6928,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.0002359933714615181,
"rewards/margins": 0.000701805402059108,
"rewards/rejected": -0.0009377988171763718,
"step": 50
},
{
"epoch": 0.01887385970430953,
"grad_norm": 0.04893243685364723,
"learning_rate": 9.433962264150944e-07,
"logits/chosen": -1.7625595331192017,
"logits/rejected": -1.8228267431259155,
"logps/chosen": -33.46589279174805,
"logps/rejected": -36.136573791503906,
"loss": 0.6927,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": 0.0001076062471838668,
"rewards/margins": 0.001043324125930667,
"rewards/rejected": -0.0009357180679216981,
"step": 60
},
{
"epoch": 0.02201950298836112,
"grad_norm": 0.046153198927640915,
"learning_rate": 1.1006289308176102e-06,
"logits/chosen": -1.7840734720230103,
"logits/rejected": -1.8304617404937744,
"logps/chosen": -33.84288787841797,
"logps/rejected": -36.21353530883789,
"loss": 0.6925,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.00046643256791867316,
"rewards/margins": 0.0013198342639952898,
"rewards/rejected": -0.0017862668028101325,
"step": 70
},
{
"epoch": 0.02516514627241271,
"grad_norm": 0.05236299708485603,
"learning_rate": 1.257861635220126e-06,
"logits/chosen": -1.7575123310089111,
"logits/rejected": -1.7971513271331787,
"logps/chosen": -32.27585220336914,
"logps/rejected": -34.206329345703125,
"loss": 0.6923,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": -0.00034783725277520716,
"rewards/margins": 0.0015550373354926705,
"rewards/rejected": -0.001902874791994691,
"step": 80
},
{
"epoch": 0.028310789556464298,
"grad_norm": 0.05319148302078247,
"learning_rate": 1.4150943396226415e-06,
"logits/chosen": -1.8102385997772217,
"logits/rejected": -1.8448301553726196,
"logps/chosen": -31.791019439697266,
"logps/rejected": -34.05156707763672,
"loss": 0.6919,
"rewards/accuracies": 0.5687500238418579,
"rewards/chosen": -0.001236448297277093,
"rewards/margins": 0.001894423388876021,
"rewards/rejected": -0.0031308718025684357,
"step": 90
},
{
"epoch": 0.031456432840515886,
"grad_norm": 0.054018791764974594,
"learning_rate": 1.5723270440251573e-06,
"logits/chosen": -1.8018757104873657,
"logits/rejected": -1.843665361404419,
"logps/chosen": -34.18579864501953,
"logps/rejected": -35.275360107421875,
"loss": 0.6914,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.001453344477340579,
"rewards/margins": 0.004754130728542805,
"rewards/rejected": -0.003300786716863513,
"step": 100
},
{
"epoch": 0.031456432840515886,
"eval_logits/chosen": -1.6366691589355469,
"eval_logits/rejected": -1.6841371059417725,
"eval_logps/chosen": -32.712493896484375,
"eval_logps/rejected": -36.258174896240234,
"eval_loss": 0.6911582946777344,
"eval_rewards/accuracies": 0.6339552402496338,
"eval_rewards/chosen": 0.0005853726179338992,
"eval_rewards/margins": 0.0041807363741099834,
"eval_rewards/rejected": -0.0035953635815531015,
"eval_runtime": 219.2745,
"eval_samples_per_second": 97.672,
"eval_steps_per_second": 1.528,
"step": 100
},
{
"epoch": 0.03460207612456748,
"grad_norm": 0.05021243169903755,
"learning_rate": 1.7295597484276729e-06,
"logits/chosen": -1.800484299659729,
"logits/rejected": -1.8205846548080444,
"logps/chosen": -33.69269943237305,
"logps/rejected": -37.17658233642578,
"loss": 0.6908,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.0005980390124022961,
"rewards/margins": 0.0038381360936909914,
"rewards/rejected": -0.004436175338923931,
"step": 110
},
{
"epoch": 0.03774771940861906,
"grad_norm": 0.05514535307884216,
"learning_rate": 1.8867924528301889e-06,
"logits/chosen": -1.799552321434021,
"logits/rejected": -1.8297306299209595,
"logps/chosen": -32.277740478515625,
"logps/rejected": -34.390567779541016,
"loss": 0.6904,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": 0.001782993203960359,
"rewards/margins": 0.008893580175936222,
"rewards/rejected": -0.007110586855560541,
"step": 120
},
{
"epoch": 0.04089336269267065,
"grad_norm": 0.05100173130631447,
"learning_rate": 2.044025157232705e-06,
"logits/chosen": -1.8046401739120483,
"logits/rejected": -1.817368507385254,
"logps/chosen": -32.66090393066406,
"logps/rejected": -35.909088134765625,
"loss": 0.6903,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.003670961130410433,
"rewards/margins": 0.011476712301373482,
"rewards/rejected": -0.007805750705301762,
"step": 130
},
{
"epoch": 0.04403900597672224,
"grad_norm": 0.057663802057504654,
"learning_rate": 2.2012578616352204e-06,
"logits/chosen": -1.7695449590682983,
"logits/rejected": -1.8342878818511963,
"logps/chosen": -32.138465881347656,
"logps/rejected": -38.76416778564453,
"loss": 0.6877,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.00406468054279685,
"rewards/margins": 0.016144271939992905,
"rewards/rejected": -0.012079590931534767,
"step": 140
},
{
"epoch": 0.04718464926077383,
"grad_norm": 0.06243397668004036,
"learning_rate": 2.358490566037736e-06,
"logits/chosen": -1.760240912437439,
"logits/rejected": -1.7993634939193726,
"logps/chosen": -34.989463806152344,
"logps/rejected": -36.670860290527344,
"loss": 0.6881,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.0018432287033647299,
"rewards/margins": 0.01047598011791706,
"rewards/rejected": -0.012319209054112434,
"step": 150
},
{
"epoch": 0.05033029254482542,
"grad_norm": 0.0660770907998085,
"learning_rate": 2.515723270440252e-06,
"logits/chosen": -1.732052206993103,
"logits/rejected": -1.7964776754379272,
"logps/chosen": -30.869558334350586,
"logps/rejected": -36.11768341064453,
"loss": 0.6841,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.00874429289251566,
"rewards/margins": 0.01892954111099243,
"rewards/rejected": -0.010185247287154198,
"step": 160
},
{
"epoch": 0.053475935828877004,
"grad_norm": 0.07039070129394531,
"learning_rate": 2.6729559748427675e-06,
"logits/chosen": -1.7254928350448608,
"logits/rejected": -1.7313286066055298,
"logps/chosen": -31.875972747802734,
"logps/rejected": -36.539859771728516,
"loss": 0.6829,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": 0.012786077335476875,
"rewards/margins": 0.02013152278959751,
"rewards/rejected": -0.007345445454120636,
"step": 170
},
{
"epoch": 0.056621579112928595,
"grad_norm": 0.06682829558849335,
"learning_rate": 2.830188679245283e-06,
"logits/chosen": -1.7438074350357056,
"logits/rejected": -1.761460542678833,
"logps/chosen": -31.37579345703125,
"logps/rejected": -37.373321533203125,
"loss": 0.6828,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.014985946007072926,
"rewards/margins": 0.030825484544038773,
"rewards/rejected": -0.015839537605643272,
"step": 180
},
{
"epoch": 0.05976722239698018,
"grad_norm": 0.08220777660608292,
"learning_rate": 2.987421383647799e-06,
"logits/chosen": -1.7134368419647217,
"logits/rejected": -1.7409776449203491,
"logps/chosen": -30.14202308654785,
"logps/rejected": -38.0638542175293,
"loss": 0.6786,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.008612741716206074,
"rewards/margins": 0.040046971291303635,
"rewards/rejected": -0.031434230506420135,
"step": 190
},
{
"epoch": 0.06291286568103177,
"grad_norm": 0.08102578669786453,
"learning_rate": 3.1446540880503146e-06,
"logits/chosen": -1.6293474435806274,
"logits/rejected": -1.715287208557129,
"logps/chosen": -27.261890411376953,
"logps/rejected": -36.432151794433594,
"loss": 0.6743,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": 0.0217665433883667,
"rewards/margins": 0.03480926901102066,
"rewards/rejected": -0.013042723760008812,
"step": 200
},
{
"epoch": 0.06291286568103177,
"eval_logits/chosen": -1.4648962020874023,
"eval_logits/rejected": -1.5154403448104858,
"eval_logps/chosen": -32.85725784301758,
"eval_logps/rejected": -40.52320098876953,
"eval_loss": 0.6753061413764954,
"eval_rewards/accuracies": 0.6320895552635193,
"eval_rewards/chosen": -0.0008622497553005815,
"eval_rewards/margins": 0.04538334161043167,
"eval_rewards/rejected": -0.04624559357762337,
"eval_runtime": 214.8723,
"eval_samples_per_second": 99.673,
"eval_steps_per_second": 1.559,
"step": 200
},
{
"epoch": 0.06605850896508336,
"grad_norm": 0.08751504868268967,
"learning_rate": 3.30188679245283e-06,
"logits/chosen": -1.6138765811920166,
"logits/rejected": -1.6505515575408936,
"logps/chosen": -36.41826629638672,
"logps/rejected": -38.340946197509766,
"loss": 0.6782,
"rewards/accuracies": 0.5562499761581421,
"rewards/chosen": -0.016763882711529732,
"rewards/margins": 0.015965834259986877,
"rewards/rejected": -0.03272971510887146,
"step": 210
},
{
"epoch": 0.06920415224913495,
"grad_norm": 0.10140910744667053,
"learning_rate": 3.4591194968553458e-06,
"logits/chosen": -1.572196364402771,
"logits/rejected": -1.608331322669983,
"logps/chosen": -35.66874694824219,
"logps/rejected": -40.756690979003906,
"loss": 0.6719,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.025554969906806946,
"rewards/margins": 0.03226945921778679,
"rewards/rejected": -0.057824425399303436,
"step": 220
},
{
"epoch": 0.07234979553318653,
"grad_norm": 0.11134755611419678,
"learning_rate": 3.6163522012578618e-06,
"logits/chosen": -1.6366207599639893,
"logits/rejected": -1.6505063772201538,
"logps/chosen": -37.33563232421875,
"logps/rejected": -43.3948974609375,
"loss": 0.6707,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.045298900455236435,
"rewards/margins": 0.026216819882392883,
"rewards/rejected": -0.07151572406291962,
"step": 230
},
{
"epoch": 0.07549543881723812,
"grad_norm": 0.1564127802848816,
"learning_rate": 3.7735849056603777e-06,
"logits/chosen": -1.5884507894515991,
"logits/rejected": -1.6262544393539429,
"logps/chosen": -37.20269775390625,
"logps/rejected": -45.897308349609375,
"loss": 0.6668,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.03480329364538193,
"rewards/margins": 0.06560282409191132,
"rewards/rejected": -0.10040611028671265,
"step": 240
},
{
"epoch": 0.07864108210128971,
"grad_norm": 0.15535807609558105,
"learning_rate": 3.930817610062894e-06,
"logits/chosen": -1.6724646091461182,
"logits/rejected": -1.6687465906143188,
"logps/chosen": -43.27534484863281,
"logps/rejected": -45.803104400634766,
"loss": 0.6624,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.10215433686971664,
"rewards/margins": 0.013999072834849358,
"rewards/rejected": -0.11615340411663055,
"step": 250
},
{
"epoch": 0.0817867253853413,
"grad_norm": 0.18862789869308472,
"learning_rate": 4.08805031446541e-06,
"logits/chosen": -1.624436378479004,
"logits/rejected": -1.695433259010315,
"logps/chosen": -44.69486999511719,
"logps/rejected": -51.40407180786133,
"loss": 0.6532,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.11470717191696167,
"rewards/margins": 0.04582948237657547,
"rewards/rejected": -0.16053664684295654,
"step": 260
},
{
"epoch": 0.0849323686693929,
"grad_norm": 0.19437934458255768,
"learning_rate": 4.245283018867925e-06,
"logits/chosen": -1.4597517251968384,
"logits/rejected": -1.5478241443634033,
"logps/chosen": -43.16393280029297,
"logps/rejected": -59.01338577270508,
"loss": 0.6427,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.09754286706447601,
"rewards/margins": 0.1444810926914215,
"rewards/rejected": -0.24202391505241394,
"step": 270
},
{
"epoch": 0.08807801195344447,
"grad_norm": 0.2875131070613861,
"learning_rate": 4.402515723270441e-06,
"logits/chosen": -1.4205321073532104,
"logits/rejected": -1.4631447792053223,
"logps/chosen": -54.769493103027344,
"logps/rejected": -60.56072998046875,
"loss": 0.6426,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.21598923206329346,
"rewards/margins": 0.04702833294868469,
"rewards/rejected": -0.26301756501197815,
"step": 280
},
{
"epoch": 0.09122365523749607,
"grad_norm": 0.5252009034156799,
"learning_rate": 4.559748427672957e-06,
"logits/chosen": -1.124021053314209,
"logits/rejected": -1.2152128219604492,
"logps/chosen": -69.76283264160156,
"logps/rejected": -94.03047943115234,
"loss": 0.6124,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.37234413623809814,
"rewards/margins": 0.22571516036987305,
"rewards/rejected": -0.5980592966079712,
"step": 290
},
{
"epoch": 0.09436929852154766,
"grad_norm": 0.5838403105735779,
"learning_rate": 4.716981132075472e-06,
"logits/chosen": -0.8352106809616089,
"logits/rejected": -0.8499029278755188,
"logps/chosen": -92.40535736083984,
"logps/rejected": -115.4690933227539,
"loss": 0.6112,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.5981942415237427,
"rewards/margins": 0.19615033268928528,
"rewards/rejected": -0.7943445444107056,
"step": 300
},
{
"epoch": 0.09436929852154766,
"eval_logits/chosen": -0.4325442612171173,
"eval_logits/rejected": -0.5166311264038086,
"eval_logps/chosen": -82.86697387695312,
"eval_logps/rejected": -119.5517578125,
"eval_loss": 0.5905027389526367,
"eval_rewards/accuracies": 0.6630597114562988,
"eval_rewards/chosen": -0.5009594559669495,
"eval_rewards/margins": 0.33557161688804626,
"eval_rewards/rejected": -0.8365311026573181,
"eval_runtime": 215.0864,
"eval_samples_per_second": 99.574,
"eval_steps_per_second": 1.558,
"step": 300
},
{
"epoch": 0.09751494180559925,
"grad_norm": 0.7127551436424255,
"learning_rate": 4.874213836477988e-06,
"logits/chosen": -0.6658456921577454,
"logits/rejected": -0.7291407585144043,
"logps/chosen": -92.9823226928711,
"logps/rejected": -138.02853393554688,
"loss": 0.5956,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.6104769706726074,
"rewards/margins": 0.4045206904411316,
"rewards/rejected": -1.0149977207183838,
"step": 310
},
{
"epoch": 0.10066058508965084,
"grad_norm": 0.8495454788208008,
"learning_rate": 4.999993971158594e-06,
"logits/chosen": -0.7028144598007202,
"logits/rejected": -0.7583300471305847,
"logps/chosen": -128.24002075195312,
"logps/rejected": -170.99911499023438,
"loss": 0.5863,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.9406751394271851,
"rewards/margins": 0.40160757303237915,
"rewards/rejected": -1.3422826528549194,
"step": 320
},
{
"epoch": 0.10380622837370242,
"grad_norm": 0.7416212558746338,
"learning_rate": 4.9997829647624885e-06,
"logits/chosen": -0.5096332430839539,
"logits/rejected": -0.5753281712532043,
"logps/chosen": -136.32276916503906,
"logps/rejected": -190.13681030273438,
"loss": 0.5714,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -1.0311200618743896,
"rewards/margins": 0.5132460594177246,
"rewards/rejected": -1.5443661212921143,
"step": 330
},
{
"epoch": 0.10695187165775401,
"grad_norm": 0.8752725720405579,
"learning_rate": 4.999270545372964e-06,
"logits/chosen": -0.7201881408691406,
"logits/rejected": -0.8150702714920044,
"logps/chosen": -124.40911865234375,
"logps/rejected": -179.231201171875,
"loss": 0.5488,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.9127928018569946,
"rewards/margins": 0.5067313313484192,
"rewards/rejected": -1.419524073600769,
"step": 340
},
{
"epoch": 0.1100975149418056,
"grad_norm": 1.2527039051055908,
"learning_rate": 4.998456774775329e-06,
"logits/chosen": -0.7363126277923584,
"logits/rejected": -0.7730661630630493,
"logps/chosen": -173.3235321044922,
"logps/rejected": -224.24801635742188,
"loss": 0.5328,
"rewards/accuracies": 0.59375,
"rewards/chosen": -1.3973206281661987,
"rewards/margins": 0.46879178285598755,
"rewards/rejected": -1.8661121129989624,
"step": 350
},
{
"epoch": 0.11324315822585719,
"grad_norm": 0.9629844427108765,
"learning_rate": 4.997341751090515e-06,
"logits/chosen": -0.8685577511787415,
"logits/rejected": -0.9733338356018066,
"logps/chosen": -174.112060546875,
"logps/rejected": -247.428466796875,
"loss": 0.4908,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -1.4022471904754639,
"rewards/margins": 0.7104827761650085,
"rewards/rejected": -2.112730026245117,
"step": 360
},
{
"epoch": 0.11638880150990878,
"grad_norm": 1.126010775566101,
"learning_rate": 4.995925608763244e-06,
"logits/chosen": -1.114950180053711,
"logits/rejected": -1.1976020336151123,
"logps/chosen": -169.6937255859375,
"logps/rejected": -253.0226593017578,
"loss": 0.5253,
"rewards/accuracies": 0.625,
"rewards/chosen": -1.3709325790405273,
"rewards/margins": 0.8127344250679016,
"rewards/rejected": -2.183666944503784,
"step": 370
},
{
"epoch": 0.11953444479396036,
"grad_norm": 1.2758018970489502,
"learning_rate": 4.994208518545819e-06,
"logits/chosen": -1.1732008457183838,
"logits/rejected": -1.3207279443740845,
"logps/chosen": -182.38046264648438,
"logps/rejected": -262.43511962890625,
"loss": 0.4701,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -1.4985719919204712,
"rewards/margins": 0.7734432816505432,
"rewards/rejected": -2.27201509475708,
"step": 380
},
{
"epoch": 0.12268008807801195,
"grad_norm": 1.0300933122634888,
"learning_rate": 4.992190687477535e-06,
"logits/chosen": -1.2033292055130005,
"logits/rejected": -1.3128149509429932,
"logps/chosen": -187.9945526123047,
"logps/rejected": -290.4914245605469,
"loss": 0.4584,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.5572750568389893,
"rewards/margins": 0.9893418550491333,
"rewards/rejected": -2.546616792678833,
"step": 390
},
{
"epoch": 0.12582573136206354,
"grad_norm": 1.2100883722305298,
"learning_rate": 4.989872358859716e-06,
"logits/chosen": -0.8574434518814087,
"logits/rejected": -1.0649316310882568,
"logps/chosen": -218.46463012695312,
"logps/rejected": -331.96588134765625,
"loss": 0.4477,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -1.8527570962905884,
"rewards/margins": 1.106737732887268,
"rewards/rejected": -2.9594950675964355,
"step": 400
},
{
"epoch": 0.12582573136206354,
"eval_logits/chosen": -0.3494086265563965,
"eval_logits/rejected": -0.5023281574249268,
"eval_logps/chosen": -225.44276428222656,
"eval_logps/rejected": -344.3971862792969,
"eval_loss": 0.40257528424263,
"eval_rewards/accuracies": 0.7201492786407471,
"eval_rewards/chosen": -1.9267174005508423,
"eval_rewards/margins": 1.1582682132720947,
"eval_rewards/rejected": -3.0849857330322266,
"eval_runtime": 215.0471,
"eval_samples_per_second": 99.592,
"eval_steps_per_second": 1.558,
"step": 400
},
{
"epoch": 0.12897137464611513,
"grad_norm": 1.2617757320404053,
"learning_rate": 4.987253812226373e-06,
"logits/chosen": -0.9884117245674133,
"logits/rejected": -1.162603735923767,
"logps/chosen": -231.59756469726562,
"logps/rejected": -362.80120849609375,
"loss": 0.4239,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.992637276649475,
"rewards/margins": 1.289119005203247,
"rewards/rejected": -3.281756639480591,
"step": 410
},
{
"epoch": 0.13211701793016672,
"grad_norm": 1.5599896907806396,
"learning_rate": 4.984335363310513e-06,
"logits/chosen": -0.8311988115310669,
"logits/rejected": -0.9811903238296509,
"logps/chosen": -213.430908203125,
"logps/rejected": -332.53253173828125,
"loss": 0.4375,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.8192352056503296,
"rewards/margins": 1.1662169694900513,
"rewards/rejected": -2.985452175140381,
"step": 420
},
{
"epoch": 0.13526266121421832,
"grad_norm": 1.3952319622039795,
"learning_rate": 4.9811173640060516e-06,
"logits/chosen": -0.8797961473464966,
"logits/rejected": -0.876280665397644,
"logps/chosen": -261.06622314453125,
"logps/rejected": -368.8479309082031,
"loss": 0.4203,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -2.2755675315856934,
"rewards/margins": 1.0598723888397217,
"rewards/rejected": -3.335440158843994,
"step": 430
},
{
"epoch": 0.1384083044982699,
"grad_norm": 1.354478359222412,
"learning_rate": 4.977600202325396e-06,
"logits/chosen": -0.9967167973518372,
"logits/rejected": -1.0930196046829224,
"logps/chosen": -235.45474243164062,
"logps/rejected": -352.99542236328125,
"loss": 0.3928,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -2.014740467071533,
"rewards/margins": 1.1414014101028442,
"rewards/rejected": -3.156141757965088,
"step": 440
},
{
"epoch": 0.14155394778232147,
"grad_norm": 1.211749792098999,
"learning_rate": 4.973784302352654e-06,
"logits/chosen": -0.7338708639144897,
"logits/rejected": -0.8988674283027649,
"logps/chosen": -251.37356567382812,
"logps/rejected": -366.8519592285156,
"loss": 0.4014,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -2.1910181045532227,
"rewards/margins": 1.1455790996551514,
"rewards/rejected": -3.336597442626953,
"step": 450
},
{
"epoch": 0.14469959106637306,
"grad_norm": 1.581602692604065,
"learning_rate": 4.969670124192504e-06,
"logits/chosen": -0.4252908229827881,
"logits/rejected": -0.5512481927871704,
"logps/chosen": -241.5343780517578,
"logps/rejected": -368.2862243652344,
"loss": 0.3892,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -2.076319694519043,
"rewards/margins": 1.2542181015014648,
"rewards/rejected": -3.330537796020508,
"step": 460
},
{
"epoch": 0.14784523435042465,
"grad_norm": 1.7681437730789185,
"learning_rate": 4.965258163914713e-06,
"logits/chosen": -0.5902543067932129,
"logits/rejected": -0.5962556600570679,
"logps/chosen": -286.5151062011719,
"logps/rejected": -404.4659729003906,
"loss": 0.383,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -2.528414249420166,
"rewards/margins": 1.1718274354934692,
"rewards/rejected": -3.7002415657043457,
"step": 470
},
{
"epoch": 0.15099087763447624,
"grad_norm": 1.6546568870544434,
"learning_rate": 4.960548953494325e-06,
"logits/chosen": -0.7005417943000793,
"logits/rejected": -0.7231167554855347,
"logps/chosen": -279.2669372558594,
"logps/rejected": -405.3627014160156,
"loss": 0.3813,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -2.462043523788452,
"rewards/margins": 1.2482386827468872,
"rewards/rejected": -3.7102818489074707,
"step": 480
},
{
"epoch": 0.15413652091852784,
"grad_norm": 1.8185548782348633,
"learning_rate": 4.9555430607475194e-06,
"logits/chosen": -0.3447544276714325,
"logits/rejected": -0.43131861090660095,
"logps/chosen": -268.96234130859375,
"logps/rejected": -403.81939697265625,
"loss": 0.3635,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -2.3665878772735596,
"rewards/margins": 1.3263323307037354,
"rewards/rejected": -3.692920684814453,
"step": 490
},
{
"epoch": 0.15728216420257943,
"grad_norm": 1.902738332748413,
"learning_rate": 4.9502410892631426e-06,
"logits/chosen": -0.28083157539367676,
"logits/rejected": -0.32724082469940186,
"logps/chosen": -280.0065002441406,
"logps/rejected": -418.2118225097656,
"loss": 0.3583,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -2.4585459232330322,
"rewards/margins": 1.3503986597061157,
"rewards/rejected": -3.8089442253112793,
"step": 500
},
{
"epoch": 0.15728216420257943,
"eval_logits/chosen": 0.47167521715164185,
"eval_logits/rejected": 0.31242406368255615,
"eval_logps/chosen": -281.4605407714844,
"eval_logps/rejected": -449.56976318359375,
"eval_loss": 0.3062981069087982,
"eval_rewards/accuracies": 0.7645522356033325,
"eval_rewards/chosen": -2.4868950843811035,
"eval_rewards/margins": 1.6498165130615234,
"eval_rewards/rejected": -4.136711597442627,
"eval_runtime": 215.1599,
"eval_samples_per_second": 99.54,
"eval_steps_per_second": 1.557,
"step": 500
},
{
"epoch": 0.16042780748663102,
"grad_norm": 2.6762752532958984,
"learning_rate": 4.9446436783299315e-06,
"logits/chosen": -0.21420426666736603,
"logits/rejected": -0.31396135687828064,
"logps/chosen": -295.9054870605469,
"logps/rejected": -435.9479064941406,
"loss": 0.3801,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -2.6259713172912598,
"rewards/margins": 1.3752977848052979,
"rewards/rejected": -4.001269340515137,
"step": 510
},
{
"epoch": 0.1635734507706826,
"grad_norm": 1.6177635192871094,
"learning_rate": 4.938751502859433e-06,
"logits/chosen": -0.3818402886390686,
"logits/rejected": -0.4854033589363098,
"logps/chosen": -307.38507080078125,
"logps/rejected": -450.1014709472656,
"loss": 0.3959,
"rewards/accuracies": 0.71875,
"rewards/chosen": -2.744161367416382,
"rewards/margins": 1.3961646556854248,
"rewards/rejected": -4.140326499938965,
"step": 520
},
{
"epoch": 0.1667190940547342,
"grad_norm": 1.5721980333328247,
"learning_rate": 4.932565273304623e-06,
"logits/chosen": -0.30099183320999146,
"logits/rejected": -0.31828540563583374,
"logps/chosen": -302.99053955078125,
"logps/rejected": -423.03729248046875,
"loss": 0.3326,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -2.6925716400146484,
"rewards/margins": 1.1963403224945068,
"rewards/rejected": -3.888911724090576,
"step": 530
},
{
"epoch": 0.1698647373387858,
"grad_norm": 2.8931405544281006,
"learning_rate": 4.926085735574244e-06,
"logits/chosen": -0.07565931975841522,
"logits/rejected": -0.26495999097824097,
"logps/chosen": -333.55584716796875,
"logps/rejected": -520.9510498046875,
"loss": 0.3571,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.99123215675354,
"rewards/margins": 1.855472207069397,
"rewards/rejected": -4.846704483032227,
"step": 540
},
{
"epoch": 0.17301038062283736,
"grad_norm": 2.259403705596924,
"learning_rate": 4.9193136709428666e-06,
"logits/chosen": -0.05604839324951172,
"logits/rejected": -0.09852688759565353,
"logps/chosen": -319.73895263671875,
"logps/rejected": -462.59490966796875,
"loss": 0.3559,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.861781597137451,
"rewards/margins": 1.3996176719665527,
"rewards/rejected": -4.261399269104004,
"step": 550
},
{
"epoch": 0.17615602390688895,
"grad_norm": 2.100226640701294,
"learning_rate": 4.912249895956687e-06,
"logits/chosen": 0.10179214179515839,
"logits/rejected": -0.02760564163327217,
"logps/chosen": -284.9942626953125,
"logps/rejected": -476.2345275878906,
"loss": 0.3428,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -2.523716449737549,
"rewards/margins": 1.8726260662078857,
"rewards/rejected": -4.3963422775268555,
"step": 560
},
{
"epoch": 0.17930166719094054,
"grad_norm": 2.5998682975769043,
"learning_rate": 4.904895262335072e-06,
"logits/chosen": 0.22700171172618866,
"logits/rejected": 0.09037125110626221,
"logps/chosen": -315.6595764160156,
"logps/rejected": -516.5098876953125,
"loss": 0.3242,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -2.8289144039154053,
"rewards/margins": 1.9916881322860718,
"rewards/rejected": -4.8206024169921875,
"step": 570
},
{
"epoch": 0.18244731047499213,
"grad_norm": 2.4419095516204834,
"learning_rate": 4.897250656867863e-06,
"logits/chosen": 0.32371488213539124,
"logits/rejected": 0.17300409078598022,
"logps/chosen": -358.229248046875,
"logps/rejected": -524.1956176757812,
"loss": 0.3043,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -3.2328643798828125,
"rewards/margins": 1.6491279602050781,
"rewards/rejected": -4.881992340087891,
"step": 580
},
{
"epoch": 0.18559295375904372,
"grad_norm": 2.5324759483337402,
"learning_rate": 4.889317001308447e-06,
"logits/chosen": 0.3359132707118988,
"logits/rejected": 0.19779124855995178,
"logps/chosen": -359.0341491699219,
"logps/rejected": -536.9963989257812,
"loss": 0.3334,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -3.257742404937744,
"rewards/margins": 1.7748934030532837,
"rewards/rejected": -5.032635688781738,
"step": 590
},
{
"epoch": 0.1887385970430953,
"grad_norm": 2.23077392578125,
"learning_rate": 4.881095252262619e-06,
"logits/chosen": 0.21948488056659698,
"logits/rejected": 0.23094649612903595,
"logps/chosen": -353.52838134765625,
"logps/rejected": -525.2556762695312,
"loss": 0.3041,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -3.2166409492492676,
"rewards/margins": 1.6981933116912842,
"rewards/rejected": -4.914834499359131,
"step": 600
},
{
"epoch": 0.1887385970430953,
"eval_logits/chosen": 1.1113409996032715,
"eval_logits/rejected": 0.964361846446991,
"eval_logps/chosen": -323.46649169921875,
"eval_logps/rejected": -533.2188720703125,
"eval_loss": 0.24049775302410126,
"eval_rewards/accuracies": 0.7917910218238831,
"eval_rewards/chosen": -2.906954765319824,
"eval_rewards/margins": 2.0662477016448975,
"eval_rewards/rejected": -4.973201751708984,
"eval_runtime": 215.0565,
"eval_samples_per_second": 99.588,
"eval_steps_per_second": 1.558,
"step": 600
},
{
"epoch": 0.1918842403271469,
"grad_norm": 1.878097653388977,
"learning_rate": 4.872586401073238e-06,
"logits/chosen": 0.34480124711990356,
"logits/rejected": 0.36164969205856323,
"logps/chosen": -299.5352478027344,
"logps/rejected": -532.43701171875,
"loss": 0.3015,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": -2.655369520187378,
"rewards/margins": 2.305147409439087,
"rewards/rejected": -4.960516452789307,
"step": 610
},
{
"epoch": 0.1950298836111985,
"grad_norm": 2.0585927963256836,
"learning_rate": 4.863791473700695e-06,
"logits/chosen": 0.30810683965682983,
"logits/rejected": 0.3117186427116394,
"logps/chosen": -315.50518798828125,
"logps/rejected": -502.65057373046875,
"loss": 0.3237,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -2.825150966644287,
"rewards/margins": 1.8449840545654297,
"rewards/rejected": -4.670135021209717,
"step": 620
},
{
"epoch": 0.1981755268952501,
"grad_norm": 2.595250129699707,
"learning_rate": 4.854711530599207e-06,
"logits/chosen": 0.17247377336025238,
"logits/rejected": 0.185434028506279,
"logps/chosen": -350.2391662597656,
"logps/rejected": -565.4362182617188,
"loss": 0.3099,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -3.168469190597534,
"rewards/margins": 2.1261777877807617,
"rewards/rejected": -5.294647216796875,
"step": 630
},
{
"epoch": 0.20132117017930168,
"grad_norm": 2.5605061054229736,
"learning_rate": 4.845347666588952e-06,
"logits/chosen": 0.36663442850112915,
"logits/rejected": 0.3369132876396179,
"logps/chosen": -355.25396728515625,
"logps/rejected": -588.9056396484375,
"loss": 0.3052,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -3.2272791862487793,
"rewards/margins": 2.284496545791626,
"rewards/rejected": -5.511775970458984,
"step": 640
},
{
"epoch": 0.20446681346335324,
"grad_norm": 2.2802627086639404,
"learning_rate": 4.835701010724061e-06,
"logits/chosen": 0.32938310503959656,
"logits/rejected": 0.1386842280626297,
"logps/chosen": -336.86077880859375,
"logps/rejected": -585.5232543945312,
"loss": 0.2897,
"rewards/accuracies": 0.78125,
"rewards/chosen": -3.0445141792297363,
"rewards/margins": 2.4435367584228516,
"rewards/rejected": -5.488050937652588,
"step": 650
},
{
"epoch": 0.20761245674740483,
"grad_norm": 2.4260733127593994,
"learning_rate": 4.825772726156479e-06,
"logits/chosen": 0.5395032167434692,
"logits/rejected": 0.4053524434566498,
"logps/chosen": -383.67041015625,
"logps/rejected": -576.008056640625,
"loss": 0.2512,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -3.505573272705078,
"rewards/margins": 1.9211244583129883,
"rewards/rejected": -5.426698207855225,
"step": 660
},
{
"epoch": 0.21075810003145642,
"grad_norm": 2.286827325820923,
"learning_rate": 4.8155640099957206e-06,
"logits/chosen": 0.4676589071750641,
"logits/rejected": 0.3794856071472168,
"logps/chosen": -355.155517578125,
"logps/rejected": -585.6317138671875,
"loss": 0.2664,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -3.2314720153808594,
"rewards/margins": 2.29856538772583,
"rewards/rejected": -5.5300374031066895,
"step": 670
},
{
"epoch": 0.21390374331550802,
"grad_norm": 2.673321008682251,
"learning_rate": 4.805076093164527e-06,
"logits/chosen": 0.4926396310329437,
"logits/rejected": 0.39895009994506836,
"logps/chosen": -373.0772705078125,
"logps/rejected": -613.6629638671875,
"loss": 0.2543,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -3.402231216430664,
"rewards/margins": 2.3745970726013184,
"rewards/rejected": -5.776828289031982,
"step": 680
},
{
"epoch": 0.2170493865995596,
"grad_norm": 2.462273359298706,
"learning_rate": 4.794310240250444e-06,
"logits/chosen": 0.47542086243629456,
"logits/rejected": 0.526648223400116,
"logps/chosen": -397.76947021484375,
"logps/rejected": -614.8250732421875,
"loss": 0.2645,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -3.626183271408081,
"rewards/margins": 2.162733554840088,
"rewards/rejected": -5.78891658782959,
"step": 690
},
{
"epoch": 0.2201950298836112,
"grad_norm": 3.2976531982421875,
"learning_rate": 4.783267749353346e-06,
"logits/chosen": 0.8178389668464661,
"logits/rejected": 0.6482642889022827,
"logps/chosen": -347.7313232421875,
"logps/rejected": -585.7216186523438,
"loss": 0.2487,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -3.1436398029327393,
"rewards/margins": 2.362039089202881,
"rewards/rejected": -5.505678653717041,
"step": 700
},
{
"epoch": 0.2201950298836112,
"eval_logits/chosen": 1.2932829856872559,
"eval_logits/rejected": 1.1342921257019043,
"eval_logps/chosen": -373.9985046386719,
"eval_logps/rejected": -617.6231079101562,
"eval_loss": 0.1963878720998764,
"eval_rewards/accuracies": 0.8208954930305481,
"eval_rewards/chosen": -3.4122743606567383,
"eval_rewards/margins": 2.4049696922302246,
"eval_rewards/rejected": -5.817244529724121,
"eval_runtime": 214.689,
"eval_samples_per_second": 99.758,
"eval_steps_per_second": 1.56,
"step": 700
},
{
"epoch": 0.2233406731676628,
"grad_norm": 2.3596227169036865,
"learning_rate": 4.771949951928918e-06,
"logits/chosen": 0.4875836968421936,
"logits/rejected": 0.3758041262626648,
"logps/chosen": -386.7015380859375,
"logps/rejected": -659.1187744140625,
"loss": 0.2576,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -3.5298709869384766,
"rewards/margins": 2.6897921562194824,
"rewards/rejected": -6.219663619995117,
"step": 710
},
{
"epoch": 0.22648631645171438,
"grad_norm": 2.243406295776367,
"learning_rate": 4.76035821262811e-06,
"logits/chosen": 0.7452244162559509,
"logits/rejected": 0.5989497900009155,
"logps/chosen": -355.85284423828125,
"logps/rejected": -639.9850463867188,
"loss": 0.2265,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -3.235308885574341,
"rewards/margins": 2.7962398529052734,
"rewards/rejected": -6.031548976898193,
"step": 720
},
{
"epoch": 0.22963195973576597,
"grad_norm": 3.3983983993530273,
"learning_rate": 4.748493929132599e-06,
"logits/chosen": 0.8924552798271179,
"logits/rejected": 0.6032952070236206,
"logps/chosen": -359.5245056152344,
"logps/rejected": -623.7483520507812,
"loss": 0.268,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -3.2640464305877686,
"rewards/margins": 2.6267881393432617,
"rewards/rejected": -5.890834331512451,
"step": 730
},
{
"epoch": 0.23277760301981756,
"grad_norm": 2.4341931343078613,
"learning_rate": 4.7363585319862535e-06,
"logits/chosen": 0.8101499676704407,
"logits/rejected": 0.7433942556381226,
"logps/chosen": -332.5082702636719,
"logps/rejected": -583.41650390625,
"loss": 0.2235,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -2.9981846809387207,
"rewards/margins": 2.4985713958740234,
"rewards/rejected": -5.496755599975586,
"step": 740
},
{
"epoch": 0.23592324630386913,
"grad_norm": 1.8014791011810303,
"learning_rate": 4.7239534844226595e-06,
"logits/chosen": 0.9954848289489746,
"logits/rejected": 0.9288710355758667,
"logps/chosen": -386.96783447265625,
"logps/rejected": -663.5922241210938,
"loss": 0.2359,
"rewards/accuracies": 0.84375,
"rewards/chosen": -3.52067232131958,
"rewards/margins": 2.7473063468933105,
"rewards/rejected": -6.267977714538574,
"step": 750
},
{
"epoch": 0.23906888958792072,
"grad_norm": 2.4365100860595703,
"learning_rate": 4.711280282188674e-06,
"logits/chosen": 1.1280491352081299,
"logits/rejected": 0.9587424397468567,
"logps/chosen": -416.06427001953125,
"logps/rejected": -652.4948120117188,
"loss": 0.245,
"rewards/accuracies": 0.78125,
"rewards/chosen": -3.8194878101348877,
"rewards/margins": 2.3404040336608887,
"rewards/rejected": -6.159891128540039,
"step": 760
},
{
"epoch": 0.2422145328719723,
"grad_norm": 2.6265649795532227,
"learning_rate": 4.698340453364087e-06,
"logits/chosen": 1.0067460536956787,
"logits/rejected": 0.7757904529571533,
"logps/chosen": -403.1853942871094,
"logps/rejected": -655.3627319335938,
"loss": 0.2227,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -3.702298641204834,
"rewards/margins": 2.4899773597717285,
"rewards/rejected": -6.192275524139404,
"step": 770
},
{
"epoch": 0.2453601761560239,
"grad_norm": 3.4549660682678223,
"learning_rate": 4.685135558177361e-06,
"logits/chosen": 0.8524907827377319,
"logits/rejected": 0.7574479579925537,
"logps/chosen": -394.0924987792969,
"logps/rejected": -652.1280517578125,
"loss": 0.2464,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -3.604322910308838,
"rewards/margins": 2.561311721801758,
"rewards/rejected": -6.165635108947754,
"step": 780
},
{
"epoch": 0.2485058194400755,
"grad_norm": 2.0555849075317383,
"learning_rate": 4.671667188817516e-06,
"logits/chosen": 0.7523924112319946,
"logits/rejected": 0.791477382183075,
"logps/chosen": -409.0593566894531,
"logps/rejected": -673.9398193359375,
"loss": 0.2144,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -3.750147581100464,
"rewards/margins": 2.626615047454834,
"rewards/rejected": -6.376762866973877,
"step": 790
},
{
"epoch": 0.2516514627241271,
"grad_norm": 3.2837741374969482,
"learning_rate": 4.657936969242146e-06,
"logits/chosen": 0.8540847897529602,
"logits/rejected": 0.8441425561904907,
"logps/chosen": -394.26251220703125,
"logps/rejected": -657.2059326171875,
"loss": 0.218,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -3.610989809036255,
"rewards/margins": 2.6211609840393066,
"rewards/rejected": -6.232151031494141,
"step": 800
},
{
"epoch": 0.2516514627241271,
"eval_logits/chosen": 1.7290374040603638,
"eval_logits/rejected": 1.5710214376449585,
"eval_logps/chosen": -400.4794921875,
"eval_logps/rejected": -698.409423828125,
"eval_loss": 0.15468811988830566,
"eval_rewards/accuracies": 0.8335821032524109,
"eval_rewards/chosen": -3.67708420753479,
"eval_rewards/margins": 2.9480228424072266,
"eval_rewards/rejected": -6.625107288360596,
"eval_runtime": 215.1039,
"eval_samples_per_second": 99.566,
"eval_steps_per_second": 1.557,
"step": 800
},
{
"epoch": 0.2547971060081787,
"grad_norm": 2.1503520011901855,
"learning_rate": 4.643946554981607e-06,
"logits/chosen": 1.1990272998809814,
"logits/rejected": 1.1896309852600098,
"logps/chosen": -422.6075744628906,
"logps/rejected": -712.6632080078125,
"loss": 0.2211,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -3.8861594200134277,
"rewards/margins": 2.8886961936950684,
"rewards/rejected": -6.774855613708496,
"step": 810
},
{
"epoch": 0.25794274929223027,
"grad_norm": 2.367893934249878,
"learning_rate": 4.629697632939402e-06,
"logits/chosen": 0.8573128581047058,
"logits/rejected": 0.8127277493476868,
"logps/chosen": -448.3675231933594,
"logps/rejected": -742.9185180664062,
"loss": 0.2021,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -4.144953727722168,
"rewards/margins": 2.9193053245544434,
"rewards/rejected": -7.064258575439453,
"step": 820
},
{
"epoch": 0.26108839257628186,
"grad_norm": 2.6760129928588867,
"learning_rate": 4.615191921188782e-06,
"logits/chosen": 1.047659993171692,
"logits/rejected": 0.8862239122390747,
"logps/chosen": -430.19622802734375,
"logps/rejected": -718.34033203125,
"loss": 0.1965,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -3.9595940113067627,
"rewards/margins": 2.861283779144287,
"rewards/rejected": -6.8208770751953125,
"step": 830
},
{
"epoch": 0.26423403586033345,
"grad_norm": 3.5069732666015625,
"learning_rate": 4.600431168765588e-06,
"logits/chosen": 1.041211724281311,
"logits/rejected": 1.060903549194336,
"logps/chosen": -402.40496826171875,
"logps/rejected": -657.80859375,
"loss": 0.2057,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -3.7000668048858643,
"rewards/margins": 2.5350348949432373,
"rewards/rejected": -6.235101222991943,
"step": 840
},
{
"epoch": 0.26737967914438504,
"grad_norm": 2.710855484008789,
"learning_rate": 4.58541715545736e-06,
"logits/chosen": 1.0758662223815918,
"logits/rejected": 1.0488075017929077,
"logps/chosen": -438.24676513671875,
"logps/rejected": -723.1414184570312,
"loss": 0.213,
"rewards/accuracies": 0.8125,
"rewards/chosen": -4.031523704528809,
"rewards/margins": 2.824887752532959,
"rewards/rejected": -6.856411933898926,
"step": 850
},
{
"epoch": 0.27052532242843663,
"grad_norm": 2.7011239528656006,
"learning_rate": 4.570151691588739e-06,
"logits/chosen": 1.2816145420074463,
"logits/rejected": 1.1929352283477783,
"logps/chosen": -421.4190368652344,
"logps/rejected": -684.8802490234375,
"loss": 0.2145,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -3.8643555641174316,
"rewards/margins": 2.6349289417266846,
"rewards/rejected": -6.499284267425537,
"step": 860
},
{
"epoch": 0.2736709657124882,
"grad_norm": 2.7440969944000244,
"learning_rate": 4.554636617803182e-06,
"logits/chosen": 1.342369556427002,
"logits/rejected": 1.008675217628479,
"logps/chosen": -391.8333435058594,
"logps/rejected": -700.033203125,
"loss": 0.1982,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": -3.576009750366211,
"rewards/margins": 3.0503413677215576,
"rewards/rejected": -6.626351833343506,
"step": 870
},
{
"epoch": 0.2768166089965398,
"grad_norm": 2.3672075271606445,
"learning_rate": 4.538873804841028e-06,
"logits/chosen": 1.249786615371704,
"logits/rejected": 1.0435155630111694,
"logps/chosen": -476.52423095703125,
"logps/rejected": -823.1788330078125,
"loss": 0.1808,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -4.4410505294799805,
"rewards/margins": 3.4214394092559814,
"rewards/rejected": -7.862489223480225,
"step": 880
},
{
"epoch": 0.2799622522805914,
"grad_norm": 2.971510648727417,
"learning_rate": 4.522865153313932e-06,
"logits/chosen": 1.4465210437774658,
"logits/rejected": 1.3960046768188477,
"logps/chosen": -461.5182189941406,
"logps/rejected": -782.6722412109375,
"loss": 0.2097,
"rewards/accuracies": 0.84375,
"rewards/chosen": -4.27487850189209,
"rewards/margins": 3.2032265663146973,
"rewards/rejected": -7.4781060218811035,
"step": 890
},
{
"epoch": 0.28310789556464294,
"grad_norm": 3.615593910217285,
"learning_rate": 4.506612593475701e-06,
"logits/chosen": 1.137704610824585,
"logits/rejected": 1.0405908823013306,
"logps/chosen": -378.880859375,
"logps/rejected": -688.6226806640625,
"loss": 0.1858,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -3.4608230590820312,
"rewards/margins": 3.0565378665924072,
"rewards/rejected": -6.517360687255859,
"step": 900
},
{
"epoch": 0.28310789556464294,
"eval_logits/chosen": 1.8630539178848267,
"eval_logits/rejected": 1.6987581253051758,
"eval_logps/chosen": -387.6122741699219,
"eval_logps/rejected": -703.9799194335938,
"eval_loss": 0.139369398355484,
"eval_rewards/accuracies": 0.8485074639320374,
"eval_rewards/chosen": -3.5484120845794678,
"eval_rewards/margins": 3.1324002742767334,
"eval_rewards/rejected": -6.680812835693359,
"eval_runtime": 215.0603,
"eval_samples_per_second": 99.586,
"eval_steps_per_second": 1.558,
"step": 900
},
{
"epoch": 0.28625353884869453,
"grad_norm": 2.4971940517425537,
"learning_rate": 4.490118084989544e-06,
"logits/chosen": 1.0084787607192993,
"logits/rejected": 1.003114938735962,
"logps/chosen": -420.396484375,
"logps/rejected": -712.1617431640625,
"loss": 0.2153,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -3.869481325149536,
"rewards/margins": 2.8973114490509033,
"rewards/rejected": -6.766793727874756,
"step": 910
},
{
"epoch": 0.2893991821327461,
"grad_norm": 2.809347629547119,
"learning_rate": 4.473383616691792e-06,
"logits/chosen": 1.2141597270965576,
"logits/rejected": 1.092398762702942,
"logps/chosen": -439.409912109375,
"logps/rejected": -735.4099731445312,
"loss": 0.201,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -4.070156097412109,
"rewards/margins": 2.93392276763916,
"rewards/rejected": -7.0040788650512695,
"step": 920
},
{
"epoch": 0.2925448254167977,
"grad_norm": 2.333805561065674,
"learning_rate": 4.456411206352088e-06,
"logits/chosen": 0.8967952728271484,
"logits/rejected": 0.8582611083984375,
"logps/chosen": -407.14739990234375,
"logps/rejected": -692.2764892578125,
"loss": 0.2086,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -3.749049425125122,
"rewards/margins": 2.817676067352295,
"rewards/rejected": -6.566725730895996,
"step": 930
},
{
"epoch": 0.2956904687008493,
"grad_norm": 3.1295571327209473,
"learning_rate": 4.439202900430098e-06,
"logits/chosen": 1.0088117122650146,
"logits/rejected": 0.8580893278121948,
"logps/chosen": -401.88525390625,
"logps/rejected": -715.9742431640625,
"loss": 0.2032,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -3.6845085620880127,
"rewards/margins": 3.113250970840454,
"rewards/rejected": -6.797759056091309,
"step": 940
},
{
"epoch": 0.2988361119849009,
"grad_norm": 3.3793976306915283,
"learning_rate": 4.421760773828749e-06,
"logits/chosen": 0.9543240666389465,
"logits/rejected": 0.8352963328361511,
"logps/chosen": -427.1727600097656,
"logps/rejected": -727.7288208007812,
"loss": 0.2395,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -3.9340949058532715,
"rewards/margins": 3.0020058155059814,
"rewards/rejected": -6.936100006103516,
"step": 950
},
{
"epoch": 0.3019817552689525,
"grad_norm": 2.7082152366638184,
"learning_rate": 4.4040869296440595e-06,
"logits/chosen": 0.8623906970024109,
"logits/rejected": 0.835192859172821,
"logps/chosen": -421.047607421875,
"logps/rejected": -760.1714477539062,
"loss": 0.1768,
"rewards/accuracies": 0.875,
"rewards/chosen": -3.8686699867248535,
"rewards/margins": 3.3722710609436035,
"rewards/rejected": -7.240941047668457,
"step": 960
},
{
"epoch": 0.3051273985530041,
"grad_norm": 3.3928000926971436,
"learning_rate": 4.3861834989115435e-06,
"logits/chosen": 0.8181372880935669,
"logits/rejected": 0.8542720079421997,
"logps/chosen": -388.176513671875,
"logps/rejected": -731.9312744140625,
"loss": 0.1659,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -3.5451221466064453,
"rewards/margins": 3.4101932048797607,
"rewards/rejected": -6.955314636230469,
"step": 970
},
{
"epoch": 0.3082730418370557,
"grad_norm": 3.535090446472168,
"learning_rate": 4.368052640349269e-06,
"logits/chosen": 1.3438990116119385,
"logits/rejected": 1.2530713081359863,
"logps/chosen": -406.4024658203125,
"logps/rejected": -737.8275146484375,
"loss": 0.1641,
"rewards/accuracies": 0.84375,
"rewards/chosen": -3.737173557281494,
"rewards/margins": 3.2970378398895264,
"rewards/rejected": -7.034211158752441,
"step": 980
},
{
"epoch": 0.31141868512110726,
"grad_norm": 3.4729607105255127,
"learning_rate": 4.349696540097564e-06,
"logits/chosen": 1.3546165227890015,
"logits/rejected": 1.2128336429595947,
"logps/chosen": -454.58148193359375,
"logps/rejected": -771.8201293945312,
"loss": 0.1636,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -4.219397068023682,
"rewards/margins": 3.1577281951904297,
"rewards/rejected": -7.3771257400512695,
"step": 990
},
{
"epoch": 0.31456432840515886,
"grad_norm": 2.7894742488861084,
"learning_rate": 4.331117411455425e-06,
"logits/chosen": 1.3166215419769287,
"logits/rejected": 1.3613556623458862,
"logps/chosen": -435.62359619140625,
"logps/rejected": -732.1107177734375,
"loss": 0.173,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -4.024202823638916,
"rewards/margins": 2.9517178535461426,
"rewards/rejected": -6.9759202003479,
"step": 1000
},
{
"epoch": 0.31456432840515886,
"eval_logits/chosen": 1.9776256084442139,
"eval_logits/rejected": 1.8189852237701416,
"eval_logps/chosen": -381.0118408203125,
"eval_logps/rejected": -712.953125,
"eval_loss": 0.11758408695459366,
"eval_rewards/accuracies": 0.8649253845214844,
"eval_rewards/chosen": -3.482407569885254,
"eval_rewards/margins": 3.2881364822387695,
"eval_rewards/rejected": -6.770544052124023,
"eval_runtime": 214.5734,
"eval_samples_per_second": 99.812,
"eval_steps_per_second": 1.561,
"step": 1000
},
{
"epoch": 0.31770997168921045,
"grad_norm": 2.152683734893799,
"learning_rate": 4.312317494613642e-06,
"logits/chosen": 1.2920253276824951,
"logits/rejected": 1.169878602027893,
"logps/chosen": -423.5650939941406,
"logps/rejected": -764.8018798828125,
"loss": 0.1572,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -3.894944429397583,
"rewards/margins": 3.4041748046875,
"rewards/rejected": -7.299118995666504,
"step": 1010
},
{
"epoch": 0.32085561497326204,
"grad_norm": 2.5282208919525146,
"learning_rate": 4.293299056384692e-06,
"logits/chosen": 1.3552110195159912,
"logits/rejected": 1.1271814107894897,
"logps/chosen": -462.6878356933594,
"logps/rejected": -754.1079711914062,
"loss": 0.1873,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -4.283886909484863,
"rewards/margins": 2.8990678787231445,
"rewards/rejected": -7.18295431137085,
"step": 1020
},
{
"epoch": 0.32400125825731363,
"grad_norm": 6.489924430847168,
"learning_rate": 4.274064389929412e-06,
"logits/chosen": 1.4782826900482178,
"logits/rejected": 1.2579948902130127,
"logps/chosen": -387.65777587890625,
"logps/rejected": -723.7617797851562,
"loss": 0.1682,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -3.5566749572753906,
"rewards/margins": 3.3422751426696777,
"rewards/rejected": -6.898950099945068,
"step": 1030
},
{
"epoch": 0.3271469015413652,
"grad_norm": 3.615981340408325,
"learning_rate": 4.254615814480501e-06,
"logits/chosen": 1.3795908689498901,
"logits/rejected": 1.2748284339904785,
"logps/chosen": -461.3394470214844,
"logps/rejected": -786.0704956054688,
"loss": 0.1716,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.288393974304199,
"rewards/margins": 3.223513126373291,
"rewards/rejected": -7.51190710067749,
"step": 1040
},
{
"epoch": 0.3302925448254168,
"grad_norm": 2.9559316635131836,
"learning_rate": 4.234955675062881e-06,
"logits/chosen": 1.324539303779602,
"logits/rejected": 1.2243735790252686,
"logps/chosen": -457.6017150878906,
"logps/rejected": -793.406005859375,
"loss": 0.1757,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.254838466644287,
"rewards/margins": 3.335017681121826,
"rewards/rejected": -7.5898566246032715,
"step": 1050
},
{
"epoch": 0.3334381881094684,
"grad_norm": 2.599055051803589,
"learning_rate": 4.215086342210932e-06,
"logits/chosen": 1.4138332605361938,
"logits/rejected": 1.2221533060073853,
"logps/chosen": -416.51092529296875,
"logps/rejected": -771.9613037109375,
"loss": 0.1549,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -3.84822416305542,
"rewards/margins": 3.504741668701172,
"rewards/rejected": -7.352965354919434,
"step": 1060
},
{
"epoch": 0.33658383139352,
"grad_norm": 2.722844362258911,
"learning_rate": 4.19501021168268e-06,
"logits/chosen": 1.339404821395874,
"logits/rejected": 1.2510805130004883,
"logps/chosen": -417.2064514160156,
"logps/rejected": -769.0526123046875,
"loss": 0.182,
"rewards/accuracies": 0.875,
"rewards/chosen": -3.8489937782287598,
"rewards/margins": 3.4992358684539795,
"rewards/rejected": -7.348229885101318,
"step": 1070
},
{
"epoch": 0.3397294746775716,
"grad_norm": 3.07171630859375,
"learning_rate": 4.174729704170914e-06,
"logits/chosen": 1.3331737518310547,
"logits/rejected": 1.3105535507202148,
"logps/chosen": -443.6220703125,
"logps/rejected": -835.4161987304688,
"loss": 0.1646,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.104954719543457,
"rewards/margins": 3.9018218517303467,
"rewards/rejected": -8.006775856018066,
"step": 1080
},
{
"epoch": 0.3428751179616232,
"grad_norm": 3.2593963146209717,
"learning_rate": 4.154247265011313e-06,
"logits/chosen": 1.2752745151519775,
"logits/rejected": 1.0605169534683228,
"logps/chosen": -459.13067626953125,
"logps/rejected": -868.1017456054688,
"loss": 0.1369,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.2618088722229,
"rewards/margins": 4.040172576904297,
"rewards/rejected": -8.301980972290039,
"step": 1090
},
{
"epoch": 0.3460207612456747,
"grad_norm": 2.6058199405670166,
"learning_rate": 4.133565363887602e-06,
"logits/chosen": 1.3846371173858643,
"logits/rejected": 1.2146029472351074,
"logps/chosen": -433.3853454589844,
"logps/rejected": -802.4357299804688,
"loss": 0.1494,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.011342525482178,
"rewards/margins": 3.647768497467041,
"rewards/rejected": -7.659111022949219,
"step": 1100
},
{
"epoch": 0.3460207612456747,
"eval_logits/chosen": 1.9864978790283203,
"eval_logits/rejected": 1.8179283142089844,
"eval_logps/chosen": -412.18609619140625,
"eval_logps/rejected": -781.1856689453125,
"eval_loss": 0.09792975336313248,
"eval_rewards/accuracies": 0.871268630027771,
"eval_rewards/chosen": -3.7941508293151855,
"eval_rewards/margins": 3.658719778060913,
"eval_rewards/rejected": -7.452869892120361,
"eval_runtime": 215.0997,
"eval_samples_per_second": 99.568,
"eval_steps_per_second": 1.557,
"step": 1100
},
{
"epoch": 0.3491664045297263,
"grad_norm": 3.2654693126678467,
"learning_rate": 4.112686494533762e-06,
"logits/chosen": 1.497064232826233,
"logits/rejected": 1.313239336013794,
"logps/chosen": -445.63079833984375,
"logps/rejected": -807.7423095703125,
"loss": 0.1143,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.1313910484313965,
"rewards/margins": 3.5983211994171143,
"rewards/rejected": -7.729712009429932,
"step": 1110
},
{
"epoch": 0.3523120478137779,
"grad_norm": 3.974165201187134,
"learning_rate": 4.091613174433351e-06,
"logits/chosen": 1.1193442344665527,
"logits/rejected": 1.1738699674606323,
"logps/chosen": -500.4566345214844,
"logps/rejected": -867.6866455078125,
"loss": 0.1575,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": -4.670734405517578,
"rewards/margins": 3.6689980030059814,
"rewards/rejected": -8.33973217010498,
"step": 1120
},
{
"epoch": 0.3554576910978295,
"grad_norm": 3.4348835945129395,
"learning_rate": 4.070347944515955e-06,
"logits/chosen": 1.054678201675415,
"logits/rejected": 0.9517561197280884,
"logps/chosen": -465.5830078125,
"logps/rejected": -858.0778198242188,
"loss": 0.1553,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.322167873382568,
"rewards/margins": 3.9099960327148438,
"rewards/rejected": -8.232163429260254,
"step": 1130
},
{
"epoch": 0.3586033343818811,
"grad_norm": 3.4094433784484863,
"learning_rate": 4.048893368850812e-06,
"logits/chosen": 1.299513816833496,
"logits/rejected": 1.1844545602798462,
"logps/chosen": -450.3697204589844,
"logps/rejected": -804.0281982421875,
"loss": 0.1617,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -4.180676460266113,
"rewards/margins": 3.5175251960754395,
"rewards/rejected": -7.698201656341553,
"step": 1140
},
{
"epoch": 0.36174897766593267,
"grad_norm": 3.1470396518707275,
"learning_rate": 4.027252034337653e-06,
"logits/chosen": 1.1882685422897339,
"logits/rejected": 1.0305453538894653,
"logps/chosen": -461.49322509765625,
"logps/rejected": -830.1395263671875,
"loss": 0.1468,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -4.267642021179199,
"rewards/margins": 3.6701016426086426,
"rewards/rejected": -7.937744140625,
"step": 1150
},
{
"epoch": 0.36489462094998426,
"grad_norm": 2.149296998977661,
"learning_rate": 4.005426550394777e-06,
"logits/chosen": 1.0792266130447388,
"logits/rejected": 1.1189695596694946,
"logps/chosen": -465.95587158203125,
"logps/rejected": -866.3806762695312,
"loss": 0.1431,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -4.327679634094238,
"rewards/margins": 4.006646633148193,
"rewards/rejected": -8.334325790405273,
"step": 1160
},
{
"epoch": 0.36804026423403585,
"grad_norm": 2.5954060554504395,
"learning_rate": 3.983419548644427e-06,
"logits/chosen": 1.2456753253936768,
"logits/rejected": 1.0422345399856567,
"logps/chosen": -433.5536193847656,
"logps/rejected": -783.9739990234375,
"loss": 0.1501,
"rewards/accuracies": 0.84375,
"rewards/chosen": -4.011656284332275,
"rewards/margins": 3.4877192974090576,
"rewards/rejected": -7.499375820159912,
"step": 1170
},
{
"epoch": 0.37118590751808744,
"grad_norm": 2.630852460861206,
"learning_rate": 3.961233682595474e-06,
"logits/chosen": 1.4556474685668945,
"logits/rejected": 1.3100624084472656,
"logps/chosen": -450.36737060546875,
"logps/rejected": -859.49658203125,
"loss": 0.1678,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.17067813873291,
"rewards/margins": 4.0663228034973145,
"rewards/rejected": -8.237001419067383,
"step": 1180
},
{
"epoch": 0.37433155080213903,
"grad_norm": 1.8810055255889893,
"learning_rate": 3.93887162732347e-06,
"logits/chosen": 1.1926202774047852,
"logits/rejected": 1.159652829170227,
"logps/chosen": -428.0986328125,
"logps/rejected": -843.1412963867188,
"loss": 0.1476,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -3.963353395462036,
"rewards/margins": 4.120386123657227,
"rewards/rejected": -8.083739280700684,
"step": 1190
},
{
"epoch": 0.3774771940861906,
"grad_norm": 3.1499431133270264,
"learning_rate": 3.916336079148102e-06,
"logits/chosen": 1.6126463413238525,
"logits/rejected": 1.4319192171096802,
"logps/chosen": -460.66455078125,
"logps/rejected": -844.0821533203125,
"loss": 0.149,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.291562080383301,
"rewards/margins": 3.7794106006622314,
"rewards/rejected": -8.070972442626953,
"step": 1200
},
{
"epoch": 0.3774771940861906,
"eval_logits/chosen": 2.0580649375915527,
"eval_logits/rejected": 1.8714509010314941,
"eval_logps/chosen": -451.3316345214844,
"eval_logps/rejected": -860.935546875,
"eval_loss": 0.08171828836202621,
"eval_rewards/accuracies": 0.8843283653259277,
"eval_rewards/chosen": -4.185605049133301,
"eval_rewards/margins": 4.064764022827148,
"eval_rewards/rejected": -8.250368118286133,
"eval_runtime": 215.1027,
"eval_samples_per_second": 99.566,
"eval_steps_per_second": 1.557,
"step": 1200
},
{
"epoch": 0.3806228373702422,
"grad_norm": 2.8907980918884277,
"learning_rate": 3.893629755308078e-06,
"logits/chosen": 1.040919303894043,
"logits/rejected": 1.0302915573120117,
"logps/chosen": -447.6219787597656,
"logps/rejected": -785.0813598632812,
"loss": 0.135,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -4.135832786560059,
"rewards/margins": 3.3801684379577637,
"rewards/rejected": -7.516000270843506,
"step": 1210
},
{
"epoch": 0.3837684806542938,
"grad_norm": 3.385078191757202,
"learning_rate": 3.870755393633495e-06,
"logits/chosen": 1.291372299194336,
"logits/rejected": 1.1527048349380493,
"logps/chosen": -461.098388671875,
"logps/rejected": -850.8663940429688,
"loss": 0.1317,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": -4.281379699707031,
"rewards/margins": 3.8819034099578857,
"rewards/rejected": -8.163283348083496,
"step": 1220
},
{
"epoch": 0.3869141239383454,
"grad_norm": 2.8103888034820557,
"learning_rate": 3.847715752215725e-06,
"logits/chosen": 1.3119373321533203,
"logits/rejected": 1.25798499584198,
"logps/chosen": -471.1314392089844,
"logps/rejected": -876.8768310546875,
"loss": 0.1191,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.381020545959473,
"rewards/margins": 4.039222240447998,
"rewards/rejected": -8.420242309570312,
"step": 1230
},
{
"epoch": 0.390059767222397,
"grad_norm": 3.6371328830718994,
"learning_rate": 3.824513609074853e-06,
"logits/chosen": 1.3880940675735474,
"logits/rejected": 1.2948577404022217,
"logps/chosen": -476.92022705078125,
"logps/rejected": -872.46240234375,
"loss": 0.131,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.443149089813232,
"rewards/margins": 3.925715684890747,
"rewards/rejected": -8.368864059448242,
"step": 1240
},
{
"epoch": 0.3932054105064486,
"grad_norm": 2.8011200428009033,
"learning_rate": 3.8011517618247208e-06,
"logits/chosen": 1.4773666858673096,
"logits/rejected": 1.3155330419540405,
"logps/chosen": -496.269287109375,
"logps/rejected": -857.8162841796875,
"loss": 0.1128,
"rewards/accuracies": 0.84375,
"rewards/chosen": -4.630643367767334,
"rewards/margins": 3.5995922088623047,
"rewards/rejected": -8.230236053466797,
"step": 1250
},
{
"epoch": 0.3963510537905002,
"grad_norm": 3.5925869941711426,
"learning_rate": 3.777633027335594e-06,
"logits/chosen": 1.2616320848464966,
"logits/rejected": 1.1137524843215942,
"logps/chosen": -487.0738220214844,
"logps/rejected": -863.6187744140625,
"loss": 0.1402,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -4.545956134796143,
"rewards/margins": 3.731048107147217,
"rewards/rejected": -8.277003288269043,
"step": 1260
},
{
"epoch": 0.39949669707455177,
"grad_norm": 2.241239547729492,
"learning_rate": 3.7539602413945264e-06,
"logits/chosen": 1.1234735250473022,
"logits/rejected": 0.9519070386886597,
"logps/chosen": -431.80340576171875,
"logps/rejected": -828.6780395507812,
"loss": 0.108,
"rewards/accuracies": 0.875,
"rewards/chosen": -3.9965758323669434,
"rewards/margins": 3.9541754722595215,
"rewards/rejected": -7.950751304626465,
"step": 1270
},
{
"epoch": 0.40264234035860336,
"grad_norm": 3.996866464614868,
"learning_rate": 3.7301362583634255e-06,
"logits/chosen": 1.1398568153381348,
"logits/rejected": 1.0180408954620361,
"logps/chosen": -462.87225341796875,
"logps/rejected": -890.3841552734375,
"loss": 0.1281,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.300458908081055,
"rewards/margins": 4.238921165466309,
"rewards/rejected": -8.539380073547363,
"step": 1280
},
{
"epoch": 0.40578798364265495,
"grad_norm": 2.932255744934082,
"learning_rate": 3.7061639508348883e-06,
"logits/chosen": 0.9352201223373413,
"logits/rejected": 0.8519388437271118,
"logps/chosen": -481.8533630371094,
"logps/rejected": -956.1497802734375,
"loss": 0.1091,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.485152721405029,
"rewards/margins": 4.709257125854492,
"rewards/rejected": -9.19441032409668,
"step": 1290
},
{
"epoch": 0.4089336269267065,
"grad_norm": 4.746089935302734,
"learning_rate": 3.6820462092858388e-06,
"logits/chosen": 1.1464670896530151,
"logits/rejected": 0.9618524312973022,
"logps/chosen": -500.5083923339844,
"logps/rejected": -943.3963012695312,
"loss": 0.1143,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.674715995788574,
"rewards/margins": 4.405007839202881,
"rewards/rejected": -9.079724311828613,
"step": 1300
},
{
"epoch": 0.4089336269267065,
"eval_logits/chosen": 1.9770227670669556,
"eval_logits/rejected": 1.7765424251556396,
"eval_logps/chosen": -457.2140808105469,
"eval_logps/rejected": -897.443115234375,
"eval_loss": 0.0702316164970398,
"eval_rewards/accuracies": 0.8884328603744507,
"eval_rewards/chosen": -4.2444305419921875,
"eval_rewards/margins": 4.371013641357422,
"eval_rewards/rejected": -8.615446090698242,
"eval_runtime": 214.7353,
"eval_samples_per_second": 99.737,
"eval_steps_per_second": 1.56,
"step": 1300
},
{
"epoch": 0.4120792702107581,
"grad_norm": 1.9351997375488281,
"learning_rate": 3.6577859417290036e-06,
"logits/chosen": 1.0681344270706177,
"logits/rejected": 1.032234787940979,
"logps/chosen": -490.95538330078125,
"logps/rejected": -917.3497924804688,
"loss": 0.1097,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.577587127685547,
"rewards/margins": 4.240847587585449,
"rewards/rejected": -8.818434715270996,
"step": 1310
},
{
"epoch": 0.41522491349480967,
"grad_norm": 3.2459261417388916,
"learning_rate": 3.633386073362275e-06,
"logits/chosen": 1.3883543014526367,
"logits/rejected": 1.1711828708648682,
"logps/chosen": -445.54901123046875,
"logps/rejected": -872.5389404296875,
"loss": 0.1097,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.128580570220947,
"rewards/margins": 4.237695693969727,
"rewards/rejected": -8.366275787353516,
"step": 1320
},
{
"epoch": 0.41837055677886126,
"grad_norm": 3.151752471923828,
"learning_rate": 3.6088495462160108e-06,
"logits/chosen": 1.3057953119277954,
"logits/rejected": 1.2494308948516846,
"logps/chosen": -468.8291931152344,
"logps/rejected": -929.8936767578125,
"loss": 0.1145,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.374839782714844,
"rewards/margins": 4.57546854019165,
"rewards/rejected": -8.950307846069336,
"step": 1330
},
{
"epoch": 0.42151620006291285,
"grad_norm": 2.9136953353881836,
"learning_rate": 3.584179318798287e-06,
"logits/chosen": 1.4748225212097168,
"logits/rejected": 1.2122485637664795,
"logps/chosen": -491.70416259765625,
"logps/rejected": -948.0320434570312,
"loss": 0.1099,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.592446804046631,
"rewards/margins": 4.535719871520996,
"rewards/rejected": -9.128166198730469,
"step": 1340
},
{
"epoch": 0.42466184334696444,
"grad_norm": 2.980229616165161,
"learning_rate": 3.5593783657381832e-06,
"logits/chosen": 1.3782281875610352,
"logits/rejected": 1.2022063732147217,
"logps/chosen": -457.11029052734375,
"logps/rejected": -905.9327392578125,
"loss": 0.1076,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.2324628829956055,
"rewards/margins": 4.458249568939209,
"rewards/rejected": -8.690712928771973,
"step": 1350
},
{
"epoch": 0.42780748663101603,
"grad_norm": 2.3310577869415283,
"learning_rate": 3.534449677427106e-06,
"logits/chosen": 1.275436520576477,
"logits/rejected": 1.0545412302017212,
"logps/chosen": -419.954833984375,
"logps/rejected": -886.1671752929688,
"loss": 0.1152,
"rewards/accuracies": 0.90625,
"rewards/chosen": -3.8796966075897217,
"rewards/margins": 4.618420124053955,
"rewards/rejected": -8.498116493225098,
"step": 1360
},
{
"epoch": 0.4309531299150676,
"grad_norm": 2.4203007221221924,
"learning_rate": 3.5093962596582288e-06,
"logits/chosen": 1.4109416007995605,
"logits/rejected": 1.346010446548462,
"logps/chosen": -479.3482360839844,
"logps/rejected": -935.4396362304688,
"loss": 0.1251,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.468480587005615,
"rewards/margins": 4.542850971221924,
"rewards/rejected": -9.011331558227539,
"step": 1370
},
{
"epoch": 0.4340987731991192,
"grad_norm": 2.9505016803741455,
"learning_rate": 3.4842211332640595e-06,
"logits/chosen": 1.4074004888534546,
"logits/rejected": 1.0855344533920288,
"logps/chosen": -525.0509033203125,
"logps/rejected": -1000.765625,
"loss": 0.125,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.915558815002441,
"rewards/margins": 4.711212158203125,
"rewards/rejected": -9.626770973205566,
"step": 1380
},
{
"epoch": 0.4372444164831708,
"grad_norm": 3.437758207321167,
"learning_rate": 3.4589273337522055e-06,
"logits/chosen": 1.7364375591278076,
"logits/rejected": 1.437404990196228,
"logps/chosen": -464.2837829589844,
"logps/rejected": -936.4107666015625,
"loss": 0.1151,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.3078765869140625,
"rewards/margins": 4.697639465332031,
"rewards/rejected": -9.005515098571777,
"step": 1390
},
{
"epoch": 0.4403900597672224,
"grad_norm": 3.1491661071777344,
"learning_rate": 3.433517910939364e-06,
"logits/chosen": 1.6241645812988281,
"logits/rejected": 1.4199696779251099,
"logps/chosen": -478.7039489746094,
"logps/rejected": -865.2511596679688,
"loss": 0.1204,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -4.474257469177246,
"rewards/margins": 3.8194992542266846,
"rewards/rejected": -8.293757438659668,
"step": 1400
},
{
"epoch": 0.4403900597672224,
"eval_logits/chosen": 2.373414993286133,
"eval_logits/rejected": 2.199601411819458,
"eval_logps/chosen": -447.18634033203125,
"eval_logps/rejected": -897.015380859375,
"eval_loss": 0.06420407444238663,
"eval_rewards/accuracies": 0.8966417908668518,
"eval_rewards/chosen": -4.144153118133545,
"eval_rewards/margins": 4.467014789581299,
"eval_rewards/rejected": -8.611167907714844,
"eval_runtime": 214.6217,
"eval_samples_per_second": 99.79,
"eval_steps_per_second": 1.561,
"step": 1400
},
{
"epoch": 0.443535703051274,
"grad_norm": 3.9951677322387695,
"learning_rate": 3.4079959285835895e-06,
"logits/chosen": 1.426998496055603,
"logits/rejected": 1.4089171886444092,
"logps/chosen": -486.6236267089844,
"logps/rejected": -924.7525634765625,
"loss": 0.116,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.531942844390869,
"rewards/margins": 4.369163990020752,
"rewards/rejected": -8.901106834411621,
"step": 1410
},
{
"epoch": 0.4466813463353256,
"grad_norm": 2.6183512210845947,
"learning_rate": 3.3823644640148767e-06,
"logits/chosen": 1.2935250997543335,
"logits/rejected": 1.0634428262710571,
"logps/chosen": -477.60626220703125,
"logps/rejected": -1014.9510498046875,
"loss": 0.1088,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.449921607971191,
"rewards/margins": 5.347407341003418,
"rewards/rejected": -9.79732894897461,
"step": 1420
},
{
"epoch": 0.44982698961937717,
"grad_norm": 4.819204330444336,
"learning_rate": 3.356626607764113e-06,
"logits/chosen": 1.4216114282608032,
"logits/rejected": 1.3206603527069092,
"logps/chosen": -439.0201110839844,
"logps/rejected": -846.8821411132812,
"loss": 0.1089,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -4.05989933013916,
"rewards/margins": 4.05983829498291,
"rewards/rejected": -8.11973762512207,
"step": 1430
},
{
"epoch": 0.45297263290342876,
"grad_norm": 4.423831462860107,
"learning_rate": 3.3307854631904315e-06,
"logits/chosen": 1.1363990306854248,
"logits/rejected": 1.0369417667388916,
"logps/chosen": -541.7600708007812,
"logps/rejected": -1006.2171020507812,
"loss": 0.1362,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -5.079786777496338,
"rewards/margins": 4.622787952423096,
"rewards/rejected": -9.702574729919434,
"step": 1440
},
{
"epoch": 0.45611827618748035,
"grad_norm": 1.959601640701294,
"learning_rate": 3.3048441461070234e-06,
"logits/chosen": 1.2691389322280884,
"logits/rejected": 1.111587405204773,
"logps/chosen": -476.6605529785156,
"logps/rejected": -884.9557495117188,
"loss": 0.1146,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -4.442279815673828,
"rewards/margins": 4.060351848602295,
"rewards/rejected": -8.502632141113281,
"step": 1450
},
{
"epoch": 0.45926391947153195,
"grad_norm": 2.6528480052948,
"learning_rate": 3.278805784405451e-06,
"logits/chosen": 1.3994677066802979,
"logits/rejected": 1.1729563474655151,
"logps/chosen": -460.7957458496094,
"logps/rejected": -922.0712890625,
"loss": 0.1055,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.265277862548828,
"rewards/margins": 4.591836452484131,
"rewards/rejected": -8.857114791870117,
"step": 1460
},
{
"epoch": 0.46240956275558354,
"grad_norm": 3.501101493835449,
"learning_rate": 3.2526735176784897e-06,
"logits/chosen": 1.8661353588104248,
"logits/rejected": 1.6564010381698608,
"logps/chosen": -528.0916748046875,
"logps/rejected": -949.0935668945312,
"loss": 0.1108,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.956791400909424,
"rewards/margins": 4.165668964385986,
"rewards/rejected": -9.12246036529541,
"step": 1470
},
{
"epoch": 0.4655552060396351,
"grad_norm": 3.2202489376068115,
"learning_rate": 3.2264504968415805e-06,
"logits/chosen": 1.4454188346862793,
"logits/rejected": 1.239365816116333,
"logps/chosen": -503.5089416503906,
"logps/rejected": -947.4742431640625,
"loss": 0.1045,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.705296993255615,
"rewards/margins": 4.416085720062256,
"rewards/rejected": -9.121381759643555,
"step": 1480
},
{
"epoch": 0.4687008493236867,
"grad_norm": 2.5105979442596436,
"learning_rate": 3.2001398837529e-06,
"logits/chosen": 1.4767264127731323,
"logits/rejected": 1.294965147972107,
"logps/chosen": -509.91497802734375,
"logps/rejected": -995.5406494140625,
"loss": 0.0922,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.786181449890137,
"rewards/margins": 4.818673610687256,
"rewards/rejected": -9.604853630065918,
"step": 1490
},
{
"epoch": 0.47184649260773825,
"grad_norm": 3.5266494750976562,
"learning_rate": 3.1737448508321176e-06,
"logits/chosen": 1.5441019535064697,
"logits/rejected": 1.2486565113067627,
"logps/chosen": -518.9967041015625,
"logps/rejected": -971.5304565429688,
"loss": 0.1013,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.873408317565918,
"rewards/margins": 4.476175785064697,
"rewards/rejected": -9.349583625793457,
"step": 1500
},
{
"epoch": 0.47184649260773825,
"eval_logits/chosen": 2.136415958404541,
"eval_logits/rejected": 1.951367974281311,
"eval_logps/chosen": -483.0837707519531,
"eval_logps/rejected": -947.4904174804688,
"eval_loss": 0.058037880808115005,
"eval_rewards/accuracies": 0.8951492309570312,
"eval_rewards/chosen": -4.503126621246338,
"eval_rewards/margins": 4.612789630889893,
"eval_rewards/rejected": -9.11591625213623,
"eval_runtime": 214.8935,
"eval_samples_per_second": 99.663,
"eval_steps_per_second": 1.559,
"step": 1500
},
{
"epoch": 0.47499213589178985,
"grad_norm": 2.5726158618927,
"learning_rate": 3.1472685806778837e-06,
"logits/chosen": 1.462704062461853,
"logits/rejected": 1.1601091623306274,
"logps/chosen": -491.4873046875,
"logps/rejected": -966.7628784179688,
"loss": 0.1067,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.586657524108887,
"rewards/margins": 4.717507362365723,
"rewards/rejected": -9.30416488647461,
"step": 1510
},
{
"epoch": 0.47813777917584144,
"grad_norm": 1.8397867679595947,
"learning_rate": 3.1207142656840782e-06,
"logits/chosen": 1.4628472328186035,
"logits/rejected": 1.2875310182571411,
"logps/chosen": -484.8026428222656,
"logps/rejected": -923.8834228515625,
"loss": 0.0886,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -4.506746292114258,
"rewards/margins": 4.361083984375,
"rewards/rejected": -8.867830276489258,
"step": 1520
},
{
"epoch": 0.48128342245989303,
"grad_norm": 3.018728494644165,
"learning_rate": 3.094085107654891e-06,
"logits/chosen": 1.3588612079620361,
"logits/rejected": 1.0993680953979492,
"logps/chosen": -544.7242431640625,
"logps/rejected": -1018.6455078125,
"loss": 0.1048,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.132107734680176,
"rewards/margins": 4.696852684020996,
"rewards/rejected": -9.828960418701172,
"step": 1530
},
{
"epoch": 0.4844290657439446,
"grad_norm": 2.7776284217834473,
"learning_rate": 3.067384317418761e-06,
"logits/chosen": 1.5641913414001465,
"logits/rejected": 1.4478683471679688,
"logps/chosen": -493.83746337890625,
"logps/rejected": -903.9118041992188,
"loss": 0.116,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.606075286865234,
"rewards/margins": 4.075374126434326,
"rewards/rejected": -8.681449890136719,
"step": 1540
},
{
"epoch": 0.4875747090279962,
"grad_norm": 4.471944808959961,
"learning_rate": 3.0406151144412277e-06,
"logits/chosen": 1.447131633758545,
"logits/rejected": 1.3758630752563477,
"logps/chosen": -481.29736328125,
"logps/rejected": -913.4244384765625,
"loss": 0.0996,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.4858551025390625,
"rewards/margins": 4.2920660972595215,
"rewards/rejected": -8.777920722961426,
"step": 1550
},
{
"epoch": 0.4907203523120478,
"grad_norm": 1.814293622970581,
"learning_rate": 3.013780726436743e-06,
"logits/chosen": 1.3209139108657837,
"logits/rejected": 1.036739468574524,
"logps/chosen": -497.64080810546875,
"logps/rejected": -983.0264892578125,
"loss": 0.0891,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.66217565536499,
"rewards/margins": 4.808836936950684,
"rewards/rejected": -9.471014022827148,
"step": 1560
},
{
"epoch": 0.4938659955960994,
"grad_norm": 2.357700824737549,
"learning_rate": 2.9868843889794867e-06,
"logits/chosen": 1.507373571395874,
"logits/rejected": 1.33405339717865,
"logps/chosen": -556.9375610351562,
"logps/rejected": -1055.0340576171875,
"loss": 0.0958,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -5.234933376312256,
"rewards/margins": 4.970101833343506,
"rewards/rejected": -10.205035209655762,
"step": 1570
},
{
"epoch": 0.497011638880151,
"grad_norm": 2.6845498085021973,
"learning_rate": 2.9599293451132338e-06,
"logits/chosen": 1.3129870891571045,
"logits/rejected": 1.0617408752441406,
"logps/chosen": -516.5895385742188,
"logps/rejected": -1013.9332885742188,
"loss": 0.0764,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.83015775680542,
"rewards/margins": 4.950501441955566,
"rewards/rejected": -9.780659675598145,
"step": 1580
},
{
"epoch": 0.5001572821642026,
"grad_norm": 3.2871477603912354,
"learning_rate": 2.9329188449603245e-06,
"logits/chosen": 1.3259484767913818,
"logits/rejected": 1.3023512363433838,
"logps/chosen": -524.0896606445312,
"logps/rejected": -990.5101318359375,
"loss": 0.0905,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.907674312591553,
"rewards/margins": 4.64675760269165,
"rewards/rejected": -9.55443286895752,
"step": 1590
},
{
"epoch": 0.5033029254482542,
"grad_norm": 3.381878137588501,
"learning_rate": 2.9058561453297783e-06,
"logits/chosen": 1.392225980758667,
"logits/rejected": 1.2445684671401978,
"logps/chosen": -441.95501708984375,
"logps/rejected": -929.5980224609375,
"loss": 0.1011,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.106937408447266,
"rewards/margins": 4.853115081787109,
"rewards/rejected": -8.960052490234375,
"step": 1600
},
{
"epoch": 0.5033029254482542,
"eval_logits/chosen": 2.1102631092071533,
"eval_logits/rejected": 1.9239301681518555,
"eval_logps/chosen": -436.5010681152344,
"eval_logps/rejected": -893.6846313476562,
"eval_loss": 0.05671687051653862,
"eval_rewards/accuracies": 0.9067164063453674,
"eval_rewards/chosen": -4.0373005867004395,
"eval_rewards/margins": 4.540557861328125,
"eval_rewards/rejected": -8.577857971191406,
"eval_runtime": 215.1071,
"eval_samples_per_second": 99.564,
"eval_steps_per_second": 1.557,
"step": 1600
},
{
"epoch": 0.5064485687323057,
"grad_norm": 3.025057315826416,
"learning_rate": 2.8787445093246004e-06,
"logits/chosen": 1.3364161252975464,
"logits/rejected": 1.176685094833374,
"logps/chosen": -451.01513671875,
"logps/rejected": -895.0511474609375,
"loss": 0.105,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.202619552612305,
"rewards/margins": 4.399237155914307,
"rewards/rejected": -8.60185718536377,
"step": 1610
},
{
"epoch": 0.5095942120163574,
"grad_norm": 3.637864112854004,
"learning_rate": 2.8515872059483326e-06,
"logits/chosen": 1.2735852003097534,
"logits/rejected": 1.112821340560913,
"logps/chosen": -489.1302795410156,
"logps/rejected": -982.361328125,
"loss": 0.1066,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.53579568862915,
"rewards/margins": 4.906703948974609,
"rewards/rejected": -9.442499160766602,
"step": 1620
},
{
"epoch": 0.5127398553004089,
"grad_norm": 1.9579370021820068,
"learning_rate": 2.8243875097108897e-06,
"logits/chosen": 1.3890975713729858,
"logits/rejected": 1.2870466709136963,
"logps/chosen": -498.91650390625,
"logps/rejected": -1006.8635864257812,
"loss": 0.0956,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.648484230041504,
"rewards/margins": 5.069706916809082,
"rewards/rejected": -9.718191146850586,
"step": 1630
},
{
"epoch": 0.5158854985844605,
"grad_norm": 2.1294662952423096,
"learning_rate": 2.7971487002337344e-06,
"logits/chosen": 1.551054835319519,
"logits/rejected": 1.4010810852050781,
"logps/chosen": -553.7382202148438,
"logps/rejected": -1012.7103271484375,
"loss": 0.0835,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -5.215034008026123,
"rewards/margins": 4.574709415435791,
"rewards/rejected": -9.78974437713623,
"step": 1640
},
{
"epoch": 0.5190311418685121,
"grad_norm": 2.6101462841033936,
"learning_rate": 2.769874061854434e-06,
"logits/chosen": 1.5008209943771362,
"logits/rejected": 1.2978509664535522,
"logps/chosen": -475.5283203125,
"logps/rejected": -943.5218505859375,
"loss": 0.0822,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.424406051635742,
"rewards/margins": 4.653243064880371,
"rewards/rejected": -9.07765007019043,
"step": 1650
},
{
"epoch": 0.5221767851525637,
"grad_norm": 3.2625982761383057,
"learning_rate": 2.74256688323065e-06,
"logits/chosen": 1.244457483291626,
"logits/rejected": 1.1406192779541016,
"logps/chosen": -540.4188232421875,
"logps/rejected": -989.83154296875,
"loss": 0.0979,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -5.072657108306885,
"rewards/margins": 4.476801872253418,
"rewards/rejected": -9.549459457397461,
"step": 1660
},
{
"epoch": 0.5253224284366153,
"grad_norm": 2.4055895805358887,
"learning_rate": 2.7152304569436055e-06,
"logits/chosen": 1.3721317052841187,
"logits/rejected": 1.1766210794448853,
"logps/chosen": -486.52117919921875,
"logps/rejected": -998.5260009765625,
"loss": 0.0737,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.543233394622803,
"rewards/margins": 5.094179630279541,
"rewards/rejected": -9.637413024902344,
"step": 1670
},
{
"epoch": 0.5284680717206669,
"grad_norm": 4.099717140197754,
"learning_rate": 2.6878680791010786e-06,
"logits/chosen": 1.48918879032135,
"logits/rejected": 1.4536645412445068,
"logps/chosen": -565.0792236328125,
"logps/rejected": -1010.3558349609375,
"loss": 0.0941,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -5.319018840789795,
"rewards/margins": 4.435922145843506,
"rewards/rejected": -9.7549409866333,
"step": 1680
},
{
"epoch": 0.5316137150047184,
"grad_norm": 4.480926513671875,
"learning_rate": 2.6604830489399763e-06,
"logits/chosen": 1.392275333404541,
"logits/rejected": 1.226122260093689,
"logps/chosen": -508.6419982910156,
"logps/rejected": -1001.2962646484375,
"loss": 0.1079,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.7513346672058105,
"rewards/margins": 4.9047369956970215,
"rewards/rejected": -9.656072616577148,
"step": 1690
},
{
"epoch": 0.5347593582887701,
"grad_norm": 3.0424184799194336,
"learning_rate": 2.6330786684285203e-06,
"logits/chosen": 1.5600693225860596,
"logits/rejected": 1.2706520557403564,
"logps/chosen": -478.228515625,
"logps/rejected": -1058.522705078125,
"loss": 0.0853,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.449268341064453,
"rewards/margins": 5.78544282913208,
"rewards/rejected": -10.234711647033691,
"step": 1700
},
{
"epoch": 0.5347593582887701,
"eval_logits/chosen": 2.233569383621216,
"eval_logits/rejected": 2.0647757053375244,
"eval_logps/chosen": -463.9637145996094,
"eval_logps/rejected": -965.1707763671875,
"eval_loss": 0.04823598265647888,
"eval_rewards/accuracies": 0.9067164063453674,
"eval_rewards/chosen": -4.31192684173584,
"eval_rewards/margins": 4.9807939529418945,
"eval_rewards/rejected": -9.292719841003418,
"eval_runtime": 214.9777,
"eval_samples_per_second": 99.624,
"eval_steps_per_second": 1.558,
"step": 1700
},
{
"epoch": 0.5379050015728216,
"grad_norm": 2.249830484390259,
"learning_rate": 2.6056582418681164e-06,
"logits/chosen": 1.4642279148101807,
"logits/rejected": 1.204160451889038,
"logps/chosen": -478.66937255859375,
"logps/rejected": -993.77392578125,
"loss": 0.0807,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.444479465484619,
"rewards/margins": 5.1373610496521,
"rewards/rejected": -9.581840515136719,
"step": 1710
},
{
"epoch": 0.5410506448568733,
"grad_norm": 3.891451358795166,
"learning_rate": 2.5782250754949334e-06,
"logits/chosen": 1.3919012546539307,
"logits/rejected": 1.2075676918029785,
"logps/chosen": -528.3414306640625,
"logps/rejected": -1053.069091796875,
"loss": 0.0831,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.955795764923096,
"rewards/margins": 5.23477029800415,
"rewards/rejected": -10.19056510925293,
"step": 1720
},
{
"epoch": 0.5441962881409248,
"grad_norm": 2.48587965965271,
"learning_rate": 2.55078247708125e-06,
"logits/chosen": 1.679917573928833,
"logits/rejected": 1.483515977859497,
"logps/chosen": -483.80340576171875,
"logps/rejected": -970.2359619140625,
"loss": 0.0823,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.530341148376465,
"rewards/margins": 4.841682434082031,
"rewards/rejected": -9.37202262878418,
"step": 1730
},
{
"epoch": 0.5473419314249764,
"grad_norm": 4.296637058258057,
"learning_rate": 2.5233337555366206e-06,
"logits/chosen": 1.3564870357513428,
"logits/rejected": 1.3211233615875244,
"logps/chosen": -497.56915283203125,
"logps/rejected": -997.6647338867188,
"loss": 0.1098,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.646389007568359,
"rewards/margins": 4.965304851531982,
"rewards/rejected": -9.6116943359375,
"step": 1740
},
{
"epoch": 0.550487574709028,
"grad_norm": 3.6422853469848633,
"learning_rate": 2.4958822205089e-06,
"logits/chosen": 1.2528626918792725,
"logits/rejected": 1.1883177757263184,
"logps/chosen": -489.92425537109375,
"logps/rejected": -988.5632934570312,
"loss": 0.0915,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.553713798522949,
"rewards/margins": 4.979607582092285,
"rewards/rejected": -9.533323287963867,
"step": 1750
},
{
"epoch": 0.5536332179930796,
"grad_norm": 4.168347358703613,
"learning_rate": 2.468431181985179e-06,
"logits/chosen": 1.3860187530517578,
"logits/rejected": 1.1525763273239136,
"logps/chosen": -503.0482482910156,
"logps/rejected": -1023.8341674804688,
"loss": 0.0837,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.700275421142578,
"rewards/margins": 5.1787824630737305,
"rewards/rejected": -9.879056930541992,
"step": 1760
},
{
"epoch": 0.5567788612771312,
"grad_norm": 2.398576498031616,
"learning_rate": 2.4409839498926848e-06,
"logits/chosen": 1.508630394935608,
"logits/rejected": 1.2709838151931763,
"logps/chosen": -478.9554138183594,
"logps/rejected": -994.9898681640625,
"loss": 0.1004,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.457327842712402,
"rewards/margins": 5.13339900970459,
"rewards/rejected": -9.590726852416992,
"step": 1770
},
{
"epoch": 0.5599245045611828,
"grad_norm": 1.8458563089370728,
"learning_rate": 2.41354383369968e-06,
"logits/chosen": 1.2807908058166504,
"logits/rejected": 1.176458716392517,
"logps/chosen": -518.6404418945312,
"logps/rejected": -1035.277587890625,
"loss": 0.0897,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.8516459465026855,
"rewards/margins": 5.121449947357178,
"rewards/rejected": -9.973095893859863,
"step": 1780
},
{
"epoch": 0.5630701478452343,
"grad_norm": 2.2971677780151367,
"learning_rate": 2.3861141420164246e-06,
"logits/chosen": 1.4796741008758545,
"logits/rejected": 1.2651772499084473,
"logps/chosen": -477.72747802734375,
"logps/rejected": -1049.280029296875,
"loss": 0.0764,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.469423294067383,
"rewards/margins": 5.668953895568848,
"rewards/rejected": -10.13837718963623,
"step": 1790
},
{
"epoch": 0.5662157911292859,
"grad_norm": 2.9305918216705322,
"learning_rate": 2.3586981821962325e-06,
"logits/chosen": 1.2771943807601929,
"logits/rejected": 1.146514654159546,
"logps/chosen": -525.7647705078125,
"logps/rejected": -1003.0315551757812,
"loss": 0.0897,
"rewards/accuracies": 0.84375,
"rewards/chosen": -4.923129558563232,
"rewards/margins": 4.7543439865112305,
"rewards/rejected": -9.677474975585938,
"step": 1800
},
{
"epoch": 0.5662157911292859,
"eval_logits/chosen": 2.0822219848632812,
"eval_logits/rejected": 1.9037203788757324,
"eval_logps/chosen": -462.9552307128906,
"eval_logps/rejected": -978.6490478515625,
"eval_loss": 0.04494684934616089,
"eval_rewards/accuracies": 0.9100746512413025,
"eval_rewards/chosen": -4.301841735839844,
"eval_rewards/margins": 5.1256632804870605,
"eval_rewards/rejected": -9.427504539489746,
"eval_runtime": 215.1799,
"eval_samples_per_second": 99.531,
"eval_steps_per_second": 1.557,
"step": 1800
},
{
"epoch": 0.5693614344133375,
"grad_norm": 3.8161098957061768,
"learning_rate": 2.3312992599366922e-06,
"logits/chosen": 1.2443963289260864,
"logits/rejected": 1.1431701183319092,
"logps/chosen": -506.3291015625,
"logps/rejected": -968.5440673828125,
"loss": 0.0944,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.7178635597229,
"rewards/margins": 4.596076011657715,
"rewards/rejected": -9.313939094543457,
"step": 1810
},
{
"epoch": 0.5725070776973891,
"grad_norm": 2.8469791412353516,
"learning_rate": 2.3039206788810772e-06,
"logits/chosen": 1.3020217418670654,
"logits/rejected": 1.1260459423065186,
"logps/chosen": -498.827392578125,
"logps/rejected": -1060.462158203125,
"loss": 0.0784,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.652395248413086,
"rewards/margins": 5.58463716506958,
"rewards/rejected": -10.237032890319824,
"step": 1820
},
{
"epoch": 0.5756527209814407,
"grad_norm": 2.866737127304077,
"learning_rate": 2.276565740220006e-06,
"logits/chosen": 1.2295194864273071,
"logits/rejected": 1.1037569046020508,
"logps/chosen": -521.6785888671875,
"logps/rejected": -1030.312255859375,
"loss": 0.0949,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.875964641571045,
"rewards/margins": 5.085350036621094,
"rewards/rejected": -9.96131420135498,
"step": 1830
},
{
"epoch": 0.5787983642654922,
"grad_norm": 3.850404739379883,
"learning_rate": 2.249237742293399e-06,
"logits/chosen": 1.5953633785247803,
"logits/rejected": 1.3363173007965088,
"logps/chosen": -480.15625,
"logps/rejected": -995.4392700195312,
"loss": 0.0825,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.456434726715088,
"rewards/margins": 5.125838756561279,
"rewards/rejected": -9.582273483276367,
"step": 1840
},
{
"epoch": 0.5819440075495439,
"grad_norm": 3.528315544128418,
"learning_rate": 2.2219399801927818e-06,
"logits/chosen": 1.3022558689117432,
"logits/rejected": 1.3659191131591797,
"logps/chosen": -491.4390563964844,
"logps/rejected": -1003.6394653320312,
"loss": 0.0754,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.590095043182373,
"rewards/margins": 5.104881286621094,
"rewards/rejected": -9.694976806640625,
"step": 1850
},
{
"epoch": 0.5850896508335954,
"grad_norm": 1.6058087348937988,
"learning_rate": 2.194675745363971e-06,
"logits/chosen": 1.203044056892395,
"logits/rejected": 1.063595175743103,
"logps/chosen": -501.7749938964844,
"logps/rejected": -1017.3069458007812,
"loss": 0.0582,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.695984840393066,
"rewards/margins": 5.130289077758789,
"rewards/rejected": -9.826274871826172,
"step": 1860
},
{
"epoch": 0.5882352941176471,
"grad_norm": 3.549255847930908,
"learning_rate": 2.167448325210214e-06,
"logits/chosen": 1.3493187427520752,
"logits/rejected": 1.2300829887390137,
"logps/chosen": -551.4163208007812,
"logps/rejected": -1054.571533203125,
"loss": 0.0885,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.191308498382568,
"rewards/margins": 5.013763904571533,
"rewards/rejected": -10.205072402954102,
"step": 1870
},
{
"epoch": 0.5913809374016986,
"grad_norm": 3.082181930541992,
"learning_rate": 2.140261002695804e-06,
"logits/chosen": 1.4283784627914429,
"logits/rejected": 1.312314748764038,
"logps/chosen": -510.80908203125,
"logps/rejected": -1003.2232666015625,
"loss": 0.0661,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.792733669281006,
"rewards/margins": 4.895735740661621,
"rewards/rejected": -9.688468933105469,
"step": 1880
},
{
"epoch": 0.5945265806857503,
"grad_norm": 3.06274676322937,
"learning_rate": 2.1131170559502328e-06,
"logits/chosen": 1.4798619747161865,
"logits/rejected": 1.2996398210525513,
"logps/chosen": -499.54010009765625,
"logps/rejected": -1004.2786865234375,
"loss": 0.0885,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.648800373077393,
"rewards/margins": 5.034187316894531,
"rewards/rejected": -9.682988166809082,
"step": 1890
},
{
"epoch": 0.5976722239698018,
"grad_norm": 2.7769219875335693,
"learning_rate": 2.0860197578729306e-06,
"logits/chosen": 1.4442288875579834,
"logits/rejected": 1.2996704578399658,
"logps/chosen": -501.84149169921875,
"logps/rejected": -1037.2816162109375,
"loss": 0.0717,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.711190700531006,
"rewards/margins": 5.312428951263428,
"rewards/rejected": -10.023618698120117,
"step": 1900
},
{
"epoch": 0.5976722239698018,
"eval_logits/chosen": 2.174854278564453,
"eval_logits/rejected": 2.000274181365967,
"eval_logps/chosen": -476.6779479980469,
"eval_logps/rejected": -1019.844482421875,
"eval_loss": 0.040205687284469604,
"eval_rewards/accuracies": 0.9111940264701843,
"eval_rewards/chosen": -4.4390692710876465,
"eval_rewards/margins": 5.400389194488525,
"eval_rewards/rejected": -9.839457511901855,
"eval_runtime": 215.3019,
"eval_samples_per_second": 99.474,
"eval_steps_per_second": 1.556,
"step": 1900
},
{
"epoch": 0.6008178672538534,
"grad_norm": 2.0829498767852783,
"learning_rate": 2.058972375738635e-06,
"logits/chosen": 1.4589773416519165,
"logits/rejected": 1.2779289484024048,
"logps/chosen": -474.3269958496094,
"logps/rejected": -990.4747924804688,
"loss": 0.0856,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.426661491394043,
"rewards/margins": 5.121007442474365,
"rewards/rejected": -9.547670364379883,
"step": 1910
},
{
"epoch": 0.603963510537905,
"grad_norm": 2.426499605178833,
"learning_rate": 2.031978170803433e-06,
"logits/chosen": 1.4309927225112915,
"logits/rejected": 1.1588290929794312,
"logps/chosen": -473.109130859375,
"logps/rejected": -1036.1728515625,
"loss": 0.0589,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.395280361175537,
"rewards/margins": 5.615933418273926,
"rewards/rejected": -10.011213302612305,
"step": 1920
},
{
"epoch": 0.6071091538219566,
"grad_norm": 4.0052947998046875,
"learning_rate": 2.0050403979115372e-06,
"logits/chosen": 1.4139277935028076,
"logits/rejected": 1.32688307762146,
"logps/chosen": -508.6914978027344,
"logps/rejected": -1031.7740478515625,
"loss": 0.0887,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.769944667816162,
"rewards/margins": 5.1961283683776855,
"rewards/rejected": -9.966073036193848,
"step": 1930
},
{
"epoch": 0.6102547971060082,
"grad_norm": 2.5407373905181885,
"learning_rate": 1.978162305102828e-06,
"logits/chosen": 1.255937099456787,
"logits/rejected": 1.1275227069854736,
"logps/chosen": -508.431884765625,
"logps/rejected": -1019.8643798828125,
"loss": 0.0771,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.759140491485596,
"rewards/margins": 5.087557792663574,
"rewards/rejected": -9.846698760986328,
"step": 1940
},
{
"epoch": 0.6134004403900598,
"grad_norm": 1.74916410446167,
"learning_rate": 1.9513471332212218e-06,
"logits/chosen": 1.3682215213775635,
"logits/rejected": 1.1232274770736694,
"logps/chosen": -526.3414306640625,
"logps/rejected": -1046.4849853515625,
"loss": 0.0651,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.9356513023376465,
"rewards/margins": 5.17080020904541,
"rewards/rejected": -10.106451988220215,
"step": 1950
},
{
"epoch": 0.6165460836741113,
"grad_norm": 3.125661611557007,
"learning_rate": 1.9245981155239003e-06,
"logits/chosen": 1.0954793691635132,
"logits/rejected": 0.8896375894546509,
"logps/chosen": -468.3290100097656,
"logps/rejected": -1034.557861328125,
"loss": 0.0803,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.36580753326416,
"rewards/margins": 5.616608619689941,
"rewards/rejected": -9.982416152954102,
"step": 1960
},
{
"epoch": 0.619691726958163,
"grad_norm": 1.5080751180648804,
"learning_rate": 1.8979184772914626e-06,
"logits/chosen": 1.0934078693389893,
"logits/rejected": 1.0470936298370361,
"logps/chosen": -469.5868225097656,
"logps/rejected": -1005.32763671875,
"loss": 0.0781,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.377876281738281,
"rewards/margins": 5.329991340637207,
"rewards/rejected": -9.707868576049805,
"step": 1970
},
{
"epoch": 0.6228373702422145,
"grad_norm": 2.835935592651367,
"learning_rate": 1.8713114354390302e-06,
"logits/chosen": 1.0925285816192627,
"logits/rejected": 0.8882206678390503,
"logps/chosen": -486.85260009765625,
"logps/rejected": -1009.4669799804688,
"loss": 0.0776,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.53892183303833,
"rewards/margins": 5.20424222946167,
"rewards/rejected": -9.7431640625,
"step": 1980
},
{
"epoch": 0.6259830135262662,
"grad_norm": 3.386470317840576,
"learning_rate": 1.8447801981283692e-06,
"logits/chosen": 1.1058335304260254,
"logits/rejected": 0.9235653877258301,
"logps/chosen": -508.955810546875,
"logps/rejected": -1028.66162109375,
"loss": 0.0806,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.748799800872803,
"rewards/margins": 5.186470031738281,
"rewards/rejected": -9.935269355773926,
"step": 1990
},
{
"epoch": 0.6291286568103177,
"grad_norm": 2.4048423767089844,
"learning_rate": 1.818327964381063e-06,
"logits/chosen": 1.3770169019699097,
"logits/rejected": 1.08171808719635,
"logps/chosen": -558.8704833984375,
"logps/rejected": -1182.05517578125,
"loss": 0.0487,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.268151760101318,
"rewards/margins": 6.191213607788086,
"rewards/rejected": -11.459364891052246,
"step": 2000
},
{
"epoch": 0.6291286568103177,
"eval_logits/chosen": 2.1422410011291504,
"eval_logits/rejected": 1.9354875087738037,
"eval_logps/chosen": -580.0486450195312,
"eval_logps/rejected": -1167.69677734375,
"eval_loss": 0.03678546100854874,
"eval_rewards/accuracies": 0.907835841178894,
"eval_rewards/chosen": -5.472775936126709,
"eval_rewards/margins": 5.845205307006836,
"eval_rewards/rejected": -11.317980766296387,
"eval_runtime": 215.2983,
"eval_samples_per_second": 99.476,
"eval_steps_per_second": 1.556,
"step": 2000
},
{
"epoch": 0.6322743000943692,
"grad_norm": 4.648438453674316,
"learning_rate": 1.7919579236927873e-06,
"logits/chosen": 1.4500977993011475,
"logits/rejected": 1.4014136791229248,
"logps/chosen": -587.9722290039062,
"logps/rejected": -1136.3968505859375,
"loss": 0.0804,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.550187110900879,
"rewards/margins": 5.465216636657715,
"rewards/rejected": -11.015403747558594,
"step": 2010
},
{
"epoch": 0.6354199433784209,
"grad_norm": 3.089294672012329,
"learning_rate": 1.7656732556487349e-06,
"logits/chosen": 1.5375685691833496,
"logits/rejected": 1.2935359477996826,
"logps/chosen": -569.8836059570312,
"logps/rejected": -1086.203125,
"loss": 0.0853,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.359100818634033,
"rewards/margins": 5.148070335388184,
"rewards/rejected": -10.507171630859375,
"step": 2020
},
{
"epoch": 0.6385655866624724,
"grad_norm": 1.5491887331008911,
"learning_rate": 1.7394771295402357e-06,
"logits/chosen": 1.234811544418335,
"logits/rejected": 1.1473228931427002,
"logps/chosen": -460.8042907714844,
"logps/rejected": -970.8651123046875,
"loss": 0.0637,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.264889717102051,
"rewards/margins": 5.0752058029174805,
"rewards/rejected": -9.340095520019531,
"step": 2030
},
{
"epoch": 0.6417112299465241,
"grad_norm": 1.6754862070083618,
"learning_rate": 1.713372703982616e-06,
"logits/chosen": 1.405088186264038,
"logits/rejected": 1.1589716672897339,
"logps/chosen": -482.781494140625,
"logps/rejected": -1041.592041015625,
"loss": 0.0658,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.50002384185791,
"rewards/margins": 5.562270164489746,
"rewards/rejected": -10.06229305267334,
"step": 2040
},
{
"epoch": 0.6448568732305756,
"grad_norm": 2.908865451812744,
"learning_rate": 1.6873631265343482e-06,
"logits/chosen": 1.2295814752578735,
"logits/rejected": 1.182570219039917,
"logps/chosen": -506.02899169921875,
"logps/rejected": -1007.8961181640625,
"loss": 0.0886,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.720425605773926,
"rewards/margins": 5.0006914138793945,
"rewards/rejected": -9.72111701965332,
"step": 2050
},
{
"epoch": 0.6480025165146273,
"grad_norm": 2.9250617027282715,
"learning_rate": 1.6614515333175301e-06,
"logits/chosen": 1.2245099544525146,
"logits/rejected": 1.1675890684127808,
"logps/chosen": -485.50726318359375,
"logps/rejected": -1001.1533203125,
"loss": 0.0791,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.507925033569336,
"rewards/margins": 5.16204309463501,
"rewards/rejected": -9.669966697692871,
"step": 2060
},
{
"epoch": 0.6511481597986788,
"grad_norm": 1.8200067281723022,
"learning_rate": 1.6356410486397465e-06,
"logits/chosen": 1.4917027950286865,
"logits/rejected": 1.1800551414489746,
"logps/chosen": -441.74755859375,
"logps/rejected": -1085.5457763671875,
"loss": 0.0871,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.092404365539551,
"rewards/margins": 6.399931907653809,
"rewards/rejected": -10.492338180541992,
"step": 2070
},
{
"epoch": 0.6542938030827304,
"grad_norm": 3.119096517562866,
"learning_rate": 1.6099347846173515e-06,
"logits/chosen": 1.573908805847168,
"logits/rejected": 1.341700792312622,
"logps/chosen": -462.58782958984375,
"logps/rejected": -1023.86328125,
"loss": 0.0774,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.3063201904296875,
"rewards/margins": 5.589145660400391,
"rewards/rejected": -9.895464897155762,
"step": 2080
},
{
"epoch": 0.657439446366782,
"grad_norm": 3.447984218597412,
"learning_rate": 1.5843358408002263e-06,
"logits/chosen": 1.4889028072357178,
"logits/rejected": 1.2970954179763794,
"logps/chosen": -526.8050537109375,
"logps/rejected": -1041.9156494140625,
"loss": 0.0806,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.942746162414551,
"rewards/margins": 5.119975566864014,
"rewards/rejected": -10.062723159790039,
"step": 2090
},
{
"epoch": 0.6605850896508336,
"grad_norm": 2.026029109954834,
"learning_rate": 1.5588473037980448e-06,
"logits/chosen": 1.607642412185669,
"logits/rejected": 1.3940250873565674,
"logps/chosen": -501.61932373046875,
"logps/rejected": -1060.6180419921875,
"loss": 0.0683,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.699268817901611,
"rewards/margins": 5.546324253082275,
"rewards/rejected": -10.24559211730957,
"step": 2100
},
{
"epoch": 0.6605850896508336,
"eval_logits/chosen": 2.205811023712158,
"eval_logits/rejected": 2.02057147026062,
"eval_logps/chosen": -500.12677001953125,
"eval_logps/rejected": -1064.2464599609375,
"eval_loss": 0.03558611497282982,
"eval_rewards/accuracies": 0.9190298318862915,
"eval_rewards/chosen": -4.673556804656982,
"eval_rewards/margins": 5.609921455383301,
"eval_rewards/rejected": -10.283478736877441,
"eval_runtime": 214.4369,
"eval_samples_per_second": 99.876,
"eval_steps_per_second": 1.562,
"step": 2100
},
{
"epoch": 0.6637307329348852,
"grad_norm": 4.1672210693359375,
"learning_rate": 1.5334722469081071e-06,
"logits/chosen": 1.6063897609710693,
"logits/rejected": 1.4115921258926392,
"logps/chosen": -531.2935791015625,
"logps/rejected": -1066.810302734375,
"loss": 0.08,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.991600036621094,
"rewards/margins": 5.322088241577148,
"rewards/rejected": -10.313688278198242,
"step": 2110
},
{
"epoch": 0.6668763762189368,
"grad_norm": 2.3815789222717285,
"learning_rate": 1.508213729744773e-06,
"logits/chosen": 1.546438217163086,
"logits/rejected": 1.2946199178695679,
"logps/chosen": -535.8787231445312,
"logps/rejected": -1102.216064453125,
"loss": 0.0778,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.021573066711426,
"rewards/margins": 5.643277645111084,
"rewards/rejected": -10.664851188659668,
"step": 2120
},
{
"epoch": 0.6700220195029883,
"grad_norm": 2.239928960800171,
"learning_rate": 1.483074797870547e-06,
"logits/chosen": 1.2132775783538818,
"logits/rejected": 1.0260388851165771,
"logps/chosen": -521.3165893554688,
"logps/rejected": -1100.88037109375,
"loss": 0.0682,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.873823642730713,
"rewards/margins": 5.776439189910889,
"rewards/rejected": -10.650262832641602,
"step": 2130
},
{
"epoch": 0.67316766278704,
"grad_norm": 4.122522354125977,
"learning_rate": 1.4580584824288585e-06,
"logits/chosen": 1.3960988521575928,
"logits/rejected": 1.2553833723068237,
"logps/chosen": -499.489990234375,
"logps/rejected": -1097.9930419921875,
"loss": 0.0649,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.652958393096924,
"rewards/margins": 5.967487335205078,
"rewards/rejected": -10.620445251464844,
"step": 2140
},
{
"epoch": 0.6763133060710915,
"grad_norm": 3.405120372772217,
"learning_rate": 1.4331677997785786e-06,
"logits/chosen": 1.1937223672866821,
"logits/rejected": 1.0959510803222656,
"logps/chosen": -533.7369384765625,
"logps/rejected": -1047.7427978515625,
"loss": 0.0817,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.0067901611328125,
"rewards/margins": 5.136543273925781,
"rewards/rejected": -10.143333435058594,
"step": 2150
},
{
"epoch": 0.6794589493551432,
"grad_norm": 3.386723279953003,
"learning_rate": 1.4084057511303212e-06,
"logits/chosen": 1.2363038063049316,
"logits/rejected": 1.009194254875183,
"logps/chosen": -475.3011779785156,
"logps/rejected": -1005.6472778320312,
"loss": 0.077,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.424704551696777,
"rewards/margins": 5.272775650024414,
"rewards/rejected": -9.697481155395508,
"step": 2160
},
{
"epoch": 0.6826045926391947,
"grad_norm": 1.0529998540878296,
"learning_rate": 1.383775322184569e-06,
"logits/chosen": 1.3098864555358887,
"logits/rejected": 1.1490665674209595,
"logps/chosen": -485.99853515625,
"logps/rejected": -971.4075927734375,
"loss": 0.0715,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.52325439453125,
"rewards/margins": 4.847430229187012,
"rewards/rejected": -9.370684623718262,
"step": 2170
},
{
"epoch": 0.6857502359232464,
"grad_norm": 3.592379093170166,
"learning_rate": 1.3592794827716726e-06,
"logits/chosen": 1.4308536052703857,
"logits/rejected": 1.1930121183395386,
"logps/chosen": -522.5880126953125,
"logps/rejected": -1014.5653076171875,
"loss": 0.0782,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.89089298248291,
"rewards/margins": 4.9056267738342285,
"rewards/rejected": -9.79651927947998,
"step": 2180
},
{
"epoch": 0.6888958792072979,
"grad_norm": 3.138232946395874,
"learning_rate": 1.33492118649376e-06,
"logits/chosen": 1.2991418838500977,
"logits/rejected": 1.0811710357666016,
"logps/chosen": -516.8934936523438,
"logps/rejected": -1030.9951171875,
"loss": 0.0764,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.8288469314575195,
"rewards/margins": 5.133552551269531,
"rewards/rejected": -9.96239948272705,
"step": 2190
},
{
"epoch": 0.6920415224913494,
"grad_norm": 1.4153366088867188,
"learning_rate": 1.310703370368605e-06,
"logits/chosen": 1.3389747142791748,
"logits/rejected": 1.2751328945159912,
"logps/chosen": -496.916015625,
"logps/rejected": -1069.6923828125,
"loss": 0.0514,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.62496280670166,
"rewards/margins": 5.712726593017578,
"rewards/rejected": -10.337689399719238,
"step": 2200
},
{
"epoch": 0.6920415224913494,
"eval_logits/chosen": 2.127232551574707,
"eval_logits/rejected": 1.9361519813537598,
"eval_logps/chosen": -493.0187072753906,
"eval_logps/rejected": -1058.18115234375,
"eval_loss": 0.03407713398337364,
"eval_rewards/accuracies": 0.920895516872406,
"eval_rewards/chosen": -4.602477073669434,
"eval_rewards/margins": 5.620346546173096,
"eval_rewards/rejected": -10.222823143005371,
"eval_runtime": 214.8052,
"eval_samples_per_second": 99.704,
"eval_steps_per_second": 1.56,
"step": 2200
},
{
"epoch": 0.6951871657754011,
"grad_norm": 2.530432939529419,
"learning_rate": 1.28662895447549e-06,
"logits/chosen": 1.5015747547149658,
"logits/rejected": 1.3566521406173706,
"logps/chosen": -486.2564392089844,
"logps/rejected": -1018.2689208984375,
"loss": 0.069,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.528347969055176,
"rewards/margins": 5.29823112487793,
"rewards/rejected": -9.826578140258789,
"step": 2210
},
{
"epoch": 0.6983328090594526,
"grad_norm": 2.539612293243408,
"learning_rate": 1.2627008416031234e-06,
"logits/chosen": 1.268513560295105,
"logits/rejected": 1.1765294075012207,
"logps/chosen": -509.4791564941406,
"logps/rejected": -1032.7933349609375,
"loss": 0.0587,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.755896091461182,
"rewards/margins": 5.238858699798584,
"rewards/rejected": -9.994754791259766,
"step": 2220
},
{
"epoch": 0.7014784523435043,
"grad_norm": 2.578758716583252,
"learning_rate": 1.2389219168996275e-06,
"logits/chosen": 1.171112298965454,
"logits/rejected": 0.9224494099617004,
"logps/chosen": -523.6820068359375,
"logps/rejected": -1086.1273193359375,
"loss": 0.058,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.909883975982666,
"rewards/margins": 5.608704566955566,
"rewards/rejected": -10.51858901977539,
"step": 2230
},
{
"epoch": 0.7046240956275558,
"grad_norm": 3.774636745452881,
"learning_rate": 1.2152950475246621e-06,
"logits/chosen": 1.2603710889816284,
"logits/rejected": 1.075377106666565,
"logps/chosen": -540.7611083984375,
"logps/rejected": -1098.763427734375,
"loss": 0.0714,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.084263801574707,
"rewards/margins": 5.547011375427246,
"rewards/rejected": -10.631277084350586,
"step": 2240
},
{
"epoch": 0.7077697389116074,
"grad_norm": 4.932303428649902,
"learning_rate": 1.191823082303715e-06,
"logits/chosen": 1.3602168560028076,
"logits/rejected": 1.2510731220245361,
"logps/chosen": -512.5650634765625,
"logps/rejected": -1079.0947265625,
"loss": 0.0691,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.783736228942871,
"rewards/margins": 5.657622337341309,
"rewards/rejected": -10.44135856628418,
"step": 2250
},
{
"epoch": 0.710915382195659,
"grad_norm": 3.490607500076294,
"learning_rate": 1.1685088513846022e-06,
"logits/chosen": 1.2267606258392334,
"logits/rejected": 1.1843498945236206,
"logps/chosen": -507.78106689453125,
"logps/rejected": -1016.5057373046875,
"loss": 0.0721,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": -4.733147144317627,
"rewards/margins": 5.068860054016113,
"rewards/rejected": -9.802007675170898,
"step": 2260
},
{
"epoch": 0.7140610254797106,
"grad_norm": 3.0085694789886475,
"learning_rate": 1.1453551658962216e-06,
"logits/chosen": 1.3816957473754883,
"logits/rejected": 1.13775634765625,
"logps/chosen": -510.34344482421875,
"logps/rejected": -1073.6854248046875,
"loss": 0.0572,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.783577919006348,
"rewards/margins": 5.602017402648926,
"rewards/rejected": -10.385595321655273,
"step": 2270
},
{
"epoch": 0.7172066687637622,
"grad_norm": 1.4133647680282593,
"learning_rate": 1.1223648176095992e-06,
"logits/chosen": 0.987162709236145,
"logits/rejected": 0.9267969131469727,
"logps/chosen": -526.0758666992188,
"logps/rejected": -1094.768798828125,
"loss": 0.0554,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.929390907287598,
"rewards/margins": 5.669344902038574,
"rewards/rejected": -10.598735809326172,
"step": 2280
},
{
"epoch": 0.7203523120478138,
"grad_norm": 2.9754834175109863,
"learning_rate": 1.0995405786012687e-06,
"logits/chosen": 1.2644927501678467,
"logits/rejected": 1.032185435295105,
"logps/chosen": -539.8465576171875,
"logps/rejected": -1119.389892578125,
"loss": 0.0728,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.067166805267334,
"rewards/margins": 5.777620315551758,
"rewards/rejected": -10.84478759765625,
"step": 2290
},
{
"epoch": 0.7234979553318653,
"grad_norm": 3.943408489227295,
"learning_rate": 1.0768852009190275e-06,
"logits/chosen": 1.2131414413452148,
"logits/rejected": 1.1425590515136719,
"logps/chosen": -527.9764404296875,
"logps/rejected": -1111.0107421875,
"loss": 0.0623,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.94549036026001,
"rewards/margins": 5.832481384277344,
"rewards/rejected": -10.777971267700195,
"step": 2300
},
{
"epoch": 0.7234979553318653,
"eval_logits/chosen": 2.0326879024505615,
"eval_logits/rejected": 1.8240412473678589,
"eval_logps/chosen": -526.7490844726562,
"eval_logps/rejected": -1106.5096435546875,
"eval_loss": 0.032569337636232376,
"eval_rewards/accuracies": 0.9212686419487,
"eval_rewards/chosen": -4.939780235290527,
"eval_rewards/margins": 5.766328811645508,
"eval_rewards/rejected": -10.706109046936035,
"eval_runtime": 215.216,
"eval_samples_per_second": 99.514,
"eval_steps_per_second": 1.557,
"step": 2300
},
{
"epoch": 0.726643598615917,
"grad_norm": 1.9171903133392334,
"learning_rate": 1.0544014162501065e-06,
"logits/chosen": 1.2516294717788696,
"logits/rejected": 1.073210597038269,
"logps/chosen": -539.9628295898438,
"logps/rejected": -1080.7843017578125,
"loss": 0.0617,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.059046745300293,
"rewards/margins": 5.38003396987915,
"rewards/rejected": -10.439081192016602,
"step": 2310
},
{
"epoch": 0.7297892418999685,
"grad_norm": 3.3843212127685547,
"learning_rate": 1.0320919355917951e-06,
"logits/chosen": 1.2604172229766846,
"logits/rejected": 1.1014560461044312,
"logps/chosen": -511.25421142578125,
"logps/rejected": -1042.747314453125,
"loss": 0.0764,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.782188415527344,
"rewards/margins": 5.282374382019043,
"rewards/rejected": -10.06456184387207,
"step": 2320
},
{
"epoch": 0.7329348851840202,
"grad_norm": 4.020650386810303,
"learning_rate": 1.0099594489245593e-06,
"logits/chosen": 1.5181647539138794,
"logits/rejected": 1.3572300672531128,
"logps/chosen": -520.1868896484375,
"logps/rejected": -1071.7554931640625,
"loss": 0.0737,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.876954078674316,
"rewards/margins": 5.484519004821777,
"rewards/rejected": -10.361473083496094,
"step": 2330
},
{
"epoch": 0.7360805284680717,
"grad_norm": 3.158212184906006,
"learning_rate": 9.880066248876977e-07,
"logits/chosen": 1.3198108673095703,
"logits/rejected": 1.1537165641784668,
"logps/chosen": -531.109375,
"logps/rejected": -1087.0430908203125,
"loss": 0.0556,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.994508743286133,
"rewards/margins": 5.531711578369141,
"rewards/rejected": -10.526220321655273,
"step": 2340
},
{
"epoch": 0.7392261717521234,
"grad_norm": 2.2422516345977783,
"learning_rate": 9.662361104575688e-07,
"logits/chosen": 1.4852499961853027,
"logits/rejected": 1.3730026483535767,
"logps/chosen": -504.0821228027344,
"logps/rejected": -1052.568603515625,
"loss": 0.0707,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.705484390258789,
"rewards/margins": 5.476336479187012,
"rewards/rejected": -10.1818208694458,
"step": 2350
},
{
"epoch": 0.7423718150361749,
"grad_norm": 2.419581174850464,
"learning_rate": 9.446505306284276e-07,
"logits/chosen": 1.228144884109497,
"logits/rejected": 1.058624029159546,
"logps/chosen": -529.3380126953125,
"logps/rejected": -1101.996337890625,
"loss": 0.0779,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.964212894439697,
"rewards/margins": 5.716494083404541,
"rewards/rejected": -10.680707931518555,
"step": 2360
},
{
"epoch": 0.7455174583202265,
"grad_norm": 1.8092293739318848,
"learning_rate": 9.232524880959173e-07,
"logits/chosen": 1.497022032737732,
"logits/rejected": 1.2356172800064087,
"logps/chosen": -563.4901123046875,
"logps/rejected": -1064.003173828125,
"loss": 0.0721,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.283173561096191,
"rewards/margins": 5.0053606033325195,
"rewards/rejected": -10.288534164428711,
"step": 2370
},
{
"epoch": 0.7486631016042781,
"grad_norm": 2.928718090057373,
"learning_rate": 9.02044562943247e-07,
"logits/chosen": 1.3512821197509766,
"logits/rejected": 1.1803138256072998,
"logps/chosen": -544.3297119140625,
"logps/rejected": -1103.0115966796875,
"loss": 0.0649,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -5.104948043823242,
"rewards/margins": 5.569328784942627,
"rewards/rejected": -10.674277305603027,
"step": 2380
},
{
"epoch": 0.7518087448883297,
"grad_norm": 5.057467937469482,
"learning_rate": 8.810293123300956e-07,
"logits/chosen": 1.2008953094482422,
"logits/rejected": 1.0849316120147705,
"logps/chosen": -523.2420654296875,
"logps/rejected": -1096.0482177734375,
"loss": 0.0727,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.887139320373535,
"rewards/margins": 5.702400207519531,
"rewards/rejected": -10.589539527893066,
"step": 2390
},
{
"epoch": 0.7549543881723813,
"grad_norm": 2.2187750339508057,
"learning_rate": 8.602092701842821e-07,
"logits/chosen": 1.3591426610946655,
"logits/rejected": 1.168972134590149,
"logps/chosen": -502.78167724609375,
"logps/rejected": -1061.560546875,
"loss": 0.0693,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.693524360656738,
"rewards/margins": 5.574719429016113,
"rewards/rejected": -10.268243789672852,
"step": 2400
},
{
"epoch": 0.7549543881723813,
"eval_logits/chosen": 2.0582876205444336,
"eval_logits/rejected": 1.8580067157745361,
"eval_logps/chosen": -513.0094604492188,
"eval_logps/rejected": -1098.9998779296875,
"eval_loss": 0.03128579631447792,
"eval_rewards/accuracies": 0.9231343269348145,
"eval_rewards/chosen": -4.802384376525879,
"eval_rewards/margins": 5.828627109527588,
"eval_rewards/rejected": -10.631011962890625,
"eval_runtime": 214.497,
"eval_samples_per_second": 99.848,
"eval_steps_per_second": 1.562,
"step": 2400
},
{
"epoch": 0.7581000314564328,
"grad_norm": 2.5894553661346436,
"learning_rate": 8.395869468962337e-07,
"logits/chosen": 1.2950252294540405,
"logits/rejected": 1.0707935094833374,
"logps/chosen": -528.3794555664062,
"logps/rejected": -1150.237548828125,
"loss": 0.0622,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.965851306915283,
"rewards/margins": 6.168177604675293,
"rewards/rejected": -11.134028434753418,
"step": 2410
},
{
"epoch": 0.7612456747404844,
"grad_norm": 1.3667354583740234,
"learning_rate": 8.191648290162957e-07,
"logits/chosen": 1.440059781074524,
"logits/rejected": 1.308544635772705,
"logps/chosen": -504.36151123046875,
"logps/rejected": -1091.216552734375,
"loss": 0.0615,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.736184597015381,
"rewards/margins": 5.828288555145264,
"rewards/rejected": -10.564473152160645,
"step": 2420
},
{
"epoch": 0.764391318024536,
"grad_norm": 3.833573579788208,
"learning_rate": 7.989453789549131e-07,
"logits/chosen": 1.3757915496826172,
"logits/rejected": 1.328730583190918,
"logps/chosen": -516.4542236328125,
"logps/rejected": -1068.0494384765625,
"loss": 0.083,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.81516170501709,
"rewards/margins": 5.511561393737793,
"rewards/rejected": -10.326723098754883,
"step": 2430
},
{
"epoch": 0.7675369613085876,
"grad_norm": 1.203484296798706,
"learning_rate": 7.789310346857243e-07,
"logits/chosen": 1.573310136795044,
"logits/rejected": 1.4590044021606445,
"logps/chosen": -496.33001708984375,
"logps/rejected": -956.9088134765625,
"loss": 0.0658,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.645215034484863,
"rewards/margins": 4.573522090911865,
"rewards/rejected": -9.21873664855957,
"step": 2440
},
{
"epoch": 0.7706826045926392,
"grad_norm": 3.1549971103668213,
"learning_rate": 7.591242094515983e-07,
"logits/chosen": 1.3946812152862549,
"logits/rejected": 1.2821216583251953,
"logps/chosen": -507.58221435546875,
"logps/rejected": -976.2921752929688,
"loss": 0.0655,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.728119850158691,
"rewards/margins": 4.666321754455566,
"rewards/rejected": -9.394440650939941,
"step": 2450
},
{
"epoch": 0.7738282478766908,
"grad_norm": 2.5392165184020996,
"learning_rate": 7.395272914736604e-07,
"logits/chosen": 1.22986900806427,
"logits/rejected": 1.043039083480835,
"logps/chosen": -506.740478515625,
"logps/rejected": -1101.1920166015625,
"loss": 0.0592,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.742389678955078,
"rewards/margins": 5.9132208824157715,
"rewards/rejected": -10.655611038208008,
"step": 2460
},
{
"epoch": 0.7769738911607423,
"grad_norm": 3.4939658641815186,
"learning_rate": 7.201426436633289e-07,
"logits/chosen": 1.1813576221466064,
"logits/rejected": 1.0866069793701172,
"logps/chosen": -519.2979125976562,
"logps/rejected": -1120.2783203125,
"loss": 0.0617,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.859357833862305,
"rewards/margins": 5.996047019958496,
"rewards/rejected": -10.8554048538208,
"step": 2470
},
{
"epoch": 0.780119534444794,
"grad_norm": 2.185563325881958,
"learning_rate": 7.009726033374045e-07,
"logits/chosen": 1.399010419845581,
"logits/rejected": 1.1917028427124023,
"logps/chosen": -552.6378173828125,
"logps/rejected": -1109.709716796875,
"loss": 0.0602,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.179744243621826,
"rewards/margins": 5.563017845153809,
"rewards/rejected": -10.742761611938477,
"step": 2480
},
{
"epoch": 0.7832651777288455,
"grad_norm": 3.3408279418945312,
"learning_rate": 6.820194819362477e-07,
"logits/chosen": 1.303276777267456,
"logits/rejected": 1.1878306865692139,
"logps/chosen": -515.8385009765625,
"logps/rejected": -1112.105224609375,
"loss": 0.0577,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.832343101501465,
"rewards/margins": 5.937832832336426,
"rewards/rejected": -10.770174980163574,
"step": 2490
},
{
"epoch": 0.7864108210128972,
"grad_norm": 2.98215651512146,
"learning_rate": 6.632855647450784e-07,
"logits/chosen": 1.2269493341445923,
"logits/rejected": 1.1103036403656006,
"logps/chosen": -512.5769653320312,
"logps/rejected": -1073.9197998046875,
"loss": 0.0543,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.790786266326904,
"rewards/margins": 5.6085734367370605,
"rewards/rejected": -10.399358749389648,
"step": 2500
},
{
"epoch": 0.7864108210128972,
"eval_logits/chosen": 2.147142171859741,
"eval_logits/rejected": 1.9534480571746826,
"eval_logps/chosen": -514.0873413085938,
"eval_logps/rejected": -1109.419921875,
"eval_loss": 0.03031795844435692,
"eval_rewards/accuracies": 0.9227612018585205,
"eval_rewards/chosen": -4.8131632804870605,
"eval_rewards/margins": 5.922050476074219,
"eval_rewards/rejected": -10.735214233398438,
"eval_runtime": 214.5706,
"eval_samples_per_second": 99.813,
"eval_steps_per_second": 1.561,
"step": 2500
},
{
"epoch": 0.7895564642969487,
"grad_norm": 3.696200132369995,
"learning_rate": 6.447731106184183e-07,
"logits/chosen": 1.3392512798309326,
"logits/rejected": 1.1863142251968384,
"logps/chosen": -556.5394287109375,
"logps/rejected": -1091.25537109375,
"loss": 0.0509,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -5.229084014892578,
"rewards/margins": 5.346131324768066,
"rewards/rejected": -10.575216293334961,
"step": 2510
},
{
"epoch": 0.7927021075810003,
"grad_norm": 3.2612533569335938,
"learning_rate": 6.264843517077355e-07,
"logits/chosen": 1.5268758535385132,
"logits/rejected": 1.4993855953216553,
"logps/chosen": -488.5655212402344,
"logps/rejected": -1056.704345703125,
"loss": 0.0712,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.5665812492370605,
"rewards/margins": 5.6401848793029785,
"rewards/rejected": -10.206766128540039,
"step": 2520
},
{
"epoch": 0.7958477508650519,
"grad_norm": 1.6281901597976685,
"learning_rate": 6.084214931922988e-07,
"logits/chosen": 1.544272780418396,
"logits/rejected": 1.394097924232483,
"logps/chosen": -487.400146484375,
"logps/rejected": -1142.82470703125,
"loss": 0.0544,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.553741455078125,
"rewards/margins": 6.4883294105529785,
"rewards/rejected": -11.042070388793945,
"step": 2530
},
{
"epoch": 0.7989933941491035,
"grad_norm": 1.7609894275665283,
"learning_rate": 5.905867130132858e-07,
"logits/chosen": 1.3884477615356445,
"logits/rejected": 1.174084186553955,
"logps/chosen": -524.9644775390625,
"logps/rejected": -1094.303466796875,
"loss": 0.0616,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.912240028381348,
"rewards/margins": 5.668644428253174,
"rewards/rejected": -10.58088493347168,
"step": 2540
},
{
"epoch": 0.8021390374331551,
"grad_norm": 1.901530385017395,
"learning_rate": 5.729821616111777e-07,
"logits/chosen": 1.2051628828048706,
"logits/rejected": 1.0570333003997803,
"logps/chosen": -522.4967651367188,
"logps/rejected": -1080.4366455078125,
"loss": 0.0678,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.89337158203125,
"rewards/margins": 5.575320243835449,
"rewards/rejected": -10.4686918258667,
"step": 2550
},
{
"epoch": 0.8052846807172067,
"grad_norm": 2.6274139881134033,
"learning_rate": 5.556099616664678e-07,
"logits/chosen": 1.457098126411438,
"logits/rejected": 1.270530343055725,
"logps/chosen": -524.5520629882812,
"logps/rejected": -1138.426025390625,
"loss": 0.0612,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.922528266906738,
"rewards/margins": 6.103795051574707,
"rewards/rejected": -11.026323318481445,
"step": 2560
},
{
"epoch": 0.8084303240012582,
"grad_norm": 3.4322991371154785,
"learning_rate": 5.384722078437163e-07,
"logits/chosen": 1.168784499168396,
"logits/rejected": 0.9237147569656372,
"logps/chosen": -503.53948974609375,
"logps/rejected": -1102.985107421875,
"loss": 0.0587,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.709792137145996,
"rewards/margins": 5.9735107421875,
"rewards/rejected": -10.68330192565918,
"step": 2570
},
{
"epoch": 0.8115759672853099,
"grad_norm": 2.3039779663085938,
"learning_rate": 5.215709665389884e-07,
"logits/chosen": 1.5015685558319092,
"logits/rejected": 1.1338298320770264,
"logps/chosen": -495.9610900878906,
"logps/rejected": -1086.0147705078125,
"loss": 0.0628,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.62796688079834,
"rewards/margins": 5.865346431732178,
"rewards/rejected": -10.493314743041992,
"step": 2580
},
{
"epoch": 0.8147216105693614,
"grad_norm": 3.216778039932251,
"learning_rate": 5.049082756306933e-07,
"logits/chosen": 1.1515804529190063,
"logits/rejected": 1.0844125747680664,
"logps/chosen": -494.03338623046875,
"logps/rejected": -1051.1014404296875,
"loss": 0.0659,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.619012832641602,
"rewards/margins": 5.5344648361206055,
"rewards/rejected": -10.153477668762207,
"step": 2590
},
{
"epoch": 0.817867253853413,
"grad_norm": 1.8903234004974365,
"learning_rate": 4.884861442338703e-07,
"logits/chosen": 1.355169415473938,
"logits/rejected": 1.2924784421920776,
"logps/chosen": -503.74908447265625,
"logps/rejected": -1109.2928466796875,
"loss": 0.0555,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.697711944580078,
"rewards/margins": 6.013389587402344,
"rewards/rejected": -10.711101531982422,
"step": 2600
},
{
"epoch": 0.817867253853413,
"eval_logits/chosen": 2.135688543319702,
"eval_logits/rejected": 1.939805507659912,
"eval_logps/chosen": -505.2809753417969,
"eval_logps/rejected": -1092.1619873046875,
"eval_loss": 0.0300795566290617,
"eval_rewards/accuracies": 0.9261193871498108,
"eval_rewards/chosen": -4.725099086761475,
"eval_rewards/margins": 5.837533473968506,
"eval_rewards/rejected": -10.56263256072998,
"eval_runtime": 215.0481,
"eval_samples_per_second": 99.592,
"eval_steps_per_second": 1.558,
"step": 2600
},
{
"epoch": 0.8210128971374646,
"grad_norm": 1.426253318786621,
"learning_rate": 4.7230655245793286e-07,
"logits/chosen": 1.430915117263794,
"logits/rejected": 1.2984659671783447,
"logps/chosen": -506.103271484375,
"logps/rejected": -1104.470458984375,
"loss": 0.0576,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.7343974113464355,
"rewards/margins": 5.964964866638184,
"rewards/rejected": -10.699361801147461,
"step": 2610
},
{
"epoch": 0.8241585404215162,
"grad_norm": 4.4854736328125,
"learning_rate": 4.563714511679201e-07,
"logits/chosen": 1.1772897243499756,
"logits/rejected": 0.9327267408370972,
"logps/chosen": -552.3887939453125,
"logps/rejected": -1113.9022216796875,
"loss": 0.0646,
"rewards/accuracies": 0.84375,
"rewards/chosen": -5.1871819496154785,
"rewards/margins": 5.609848976135254,
"rewards/rejected": -10.797030448913574,
"step": 2620
},
{
"epoch": 0.8273041837055678,
"grad_norm": 2.612297296524048,
"learning_rate": 4.4068276174926624e-07,
"logits/chosen": 1.4450725317001343,
"logits/rejected": 1.308194875717163,
"logps/chosen": -527.3743896484375,
"logps/rejected": -1082.718994140625,
"loss": 0.0691,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.931950569152832,
"rewards/margins": 5.522625923156738,
"rewards/rejected": -10.45457649230957,
"step": 2630
},
{
"epoch": 0.8304498269896193,
"grad_norm": 2.8371591567993164,
"learning_rate": 4.25242375876132e-07,
"logits/chosen": 1.6938962936401367,
"logits/rejected": 1.4360706806182861,
"logps/chosen": -514.8795166015625,
"logps/rejected": -1132.747802734375,
"loss": 0.055,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.795286655426025,
"rewards/margins": 6.1563005447387695,
"rewards/rejected": -10.95158576965332,
"step": 2640
},
{
"epoch": 0.833595470273671,
"grad_norm": 2.8870389461517334,
"learning_rate": 4.1005215528331254e-07,
"logits/chosen": 1.656299352645874,
"logits/rejected": 1.4690709114074707,
"logps/chosen": -529.0469360351562,
"logps/rejected": -1109.736083984375,
"loss": 0.0657,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.954121112823486,
"rewards/margins": 5.782765865325928,
"rewards/rejected": -10.736886978149414,
"step": 2650
},
{
"epoch": 0.8367411135577225,
"grad_norm": 1.9303276538848877,
"learning_rate": 3.9511393154175795e-07,
"logits/chosen": 1.6134449243545532,
"logits/rejected": 1.3297247886657715,
"logps/chosen": -525.5284423828125,
"logps/rejected": -1118.3677978515625,
"loss": 0.0512,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.909844398498535,
"rewards/margins": 5.91357421875,
"rewards/rejected": -10.823419570922852,
"step": 2660
},
{
"epoch": 0.8398867568417742,
"grad_norm": 3.3604700565338135,
"learning_rate": 3.8042950583773054e-07,
"logits/chosen": 1.5226154327392578,
"logits/rejected": 1.2554523944854736,
"logps/chosen": -510.0711975097656,
"logps/rejected": -1055.9796142578125,
"loss": 0.0662,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.7616868019104,
"rewards/margins": 5.4259772300720215,
"rewards/rejected": -10.187662124633789,
"step": 2670
},
{
"epoch": 0.8430324001258257,
"grad_norm": 2.3669848442077637,
"learning_rate": 3.660006487556245e-07,
"logits/chosen": 1.499861478805542,
"logits/rejected": 1.3318068981170654,
"logps/chosen": -489.2085876464844,
"logps/rejected": -1086.85546875,
"loss": 0.0561,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.581131935119629,
"rewards/margins": 5.949007987976074,
"rewards/rejected": -10.530141830444336,
"step": 2680
},
{
"epoch": 0.8461780434098773,
"grad_norm": 1.5873863697052002,
"learning_rate": 3.5182910006447775e-07,
"logits/chosen": 1.3309674263000488,
"logits/rejected": 1.1546790599822998,
"logps/chosen": -509.28302001953125,
"logps/rejected": -1080.261962890625,
"loss": 0.0488,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.774194717407227,
"rewards/margins": 5.679512023925781,
"rewards/rejected": -10.453706741333008,
"step": 2690
},
{
"epoch": 0.8493236866939289,
"grad_norm": 2.22021484375,
"learning_rate": 3.3791656850819975e-07,
"logits/chosen": 1.4363747835159302,
"logits/rejected": 1.231518030166626,
"logps/chosen": -512.7792358398438,
"logps/rejected": -1080.0721435546875,
"loss": 0.0646,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.79265022277832,
"rewards/margins": 5.652270793914795,
"rewards/rejected": -10.444921493530273,
"step": 2700
},
{
"epoch": 0.8493236866939289,
"eval_logits/chosen": 2.194664716720581,
"eval_logits/rejected": 2.000288724899292,
"eval_logps/chosen": -502.0693664550781,
"eval_logps/rejected": -1098.9693603515625,
"eval_loss": 0.029430242255330086,
"eval_rewards/accuracies": 0.9261193871498108,
"eval_rewards/chosen": -4.692983627319336,
"eval_rewards/margins": 5.937723636627197,
"eval_rewards/rejected": -10.630707740783691,
"eval_runtime": 215.131,
"eval_samples_per_second": 99.553,
"eval_steps_per_second": 1.557,
"step": 2700
},
{
"epoch": 0.8524693299779805,
"grad_norm": 3.6423380374908447,
"learning_rate": 3.2426473159953455e-07,
"logits/chosen": 1.4169188737869263,
"logits/rejected": 1.2496435642242432,
"logps/chosen": -513.0960693359375,
"logps/rejected": -1108.312255859375,
"loss": 0.062,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.786744117736816,
"rewards/margins": 5.93210506439209,
"rewards/rejected": -10.71884822845459,
"step": 2710
},
{
"epoch": 0.8556149732620321,
"grad_norm": 3.5630664825439453,
"learning_rate": 3.108752354177963e-07,
"logits/chosen": 1.552750825881958,
"logits/rejected": 1.3104605674743652,
"logps/chosen": -508.5628967285156,
"logps/rejected": -1070.4361572265625,
"loss": 0.0549,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.747432231903076,
"rewards/margins": 5.604626178741455,
"rewards/rejected": -10.352057456970215,
"step": 2720
},
{
"epoch": 0.8587606165460837,
"grad_norm": 4.022861957550049,
"learning_rate": 2.9774969441039247e-07,
"logits/chosen": 1.208437204360962,
"logits/rejected": 1.0336554050445557,
"logps/chosen": -515.5606689453125,
"logps/rejected": -1061.59375,
"loss": 0.07,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.836429595947266,
"rewards/margins": 5.419116020202637,
"rewards/rejected": -10.255544662475586,
"step": 2730
},
{
"epoch": 0.8619062598301352,
"grad_norm": 2.5656957626342773,
"learning_rate": 2.848896911981575e-07,
"logits/chosen": 1.585086703300476,
"logits/rejected": 1.302536964416504,
"logps/chosen": -475.01495361328125,
"logps/rejected": -1078.8958740234375,
"loss": 0.067,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.43586540222168,
"rewards/margins": 6.01693058013916,
"rewards/rejected": -10.452796936035156,
"step": 2740
},
{
"epoch": 0.8650519031141869,
"grad_norm": 1.7859119176864624,
"learning_rate": 2.722967763845316e-07,
"logits/chosen": 1.4026825428009033,
"logits/rejected": 1.267093539237976,
"logps/chosen": -501.826171875,
"logps/rejected": -1080.474365234375,
"loss": 0.048,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.700644016265869,
"rewards/margins": 5.758360862731934,
"rewards/rejected": -10.459004402160645,
"step": 2750
},
{
"epoch": 0.8681975463982384,
"grad_norm": 2.9971580505371094,
"learning_rate": 2.5997246836859335e-07,
"logits/chosen": 1.5809880495071411,
"logits/rejected": 1.286370038986206,
"logps/chosen": -566.8330688476562,
"logps/rejected": -1177.3800048828125,
"loss": 0.0768,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.326024532318115,
"rewards/margins": 6.073489189147949,
"rewards/rejected": -11.399515151977539,
"step": 2760
},
{
"epoch": 0.8713431896822901,
"grad_norm": 3.9024531841278076,
"learning_rate": 2.479182531619778e-07,
"logits/chosen": 1.4867026805877686,
"logits/rejected": 1.2765355110168457,
"logps/chosen": -556.2525634765625,
"logps/rejected": -1071.0406494140625,
"loss": 0.0591,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.220080375671387,
"rewards/margins": 5.128342628479004,
"rewards/rejected": -10.348422050476074,
"step": 2770
},
{
"epoch": 0.8744888329663416,
"grad_norm": 3.937291383743286,
"learning_rate": 2.3613558420969988e-07,
"logits/chosen": 1.4205322265625,
"logits/rejected": 1.195991039276123,
"logps/chosen": -532.1976318359375,
"logps/rejected": -1121.0986328125,
"loss": 0.0611,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": -4.998320579528809,
"rewards/margins": 5.846045017242432,
"rewards/rejected": -10.844365119934082,
"step": 2780
},
{
"epoch": 0.8776344762503933,
"grad_norm": 3.083104133605957,
"learning_rate": 2.2462588221490445e-07,
"logits/chosen": 1.5729047060012817,
"logits/rejected": 1.2844527959823608,
"logps/chosen": -530.4925537109375,
"logps/rejected": -1121.37939453125,
"loss": 0.0561,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.973997592926025,
"rewards/margins": 5.868443489074707,
"rewards/rejected": -10.842439651489258,
"step": 2790
},
{
"epoch": 0.8807801195344448,
"grad_norm": 2.435751438140869,
"learning_rate": 2.1339053496756413e-07,
"logits/chosen": 1.7648521661758423,
"logits/rejected": 1.4746003150939941,
"logps/chosen": -520.1046142578125,
"logps/rejected": -1067.98486328125,
"loss": 0.0546,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.869875907897949,
"rewards/margins": 5.440675258636475,
"rewards/rejected": -10.310551643371582,
"step": 2800
},
{
"epoch": 0.8807801195344448,
"eval_logits/chosen": 2.1606998443603516,
"eval_logits/rejected": 1.9595870971679688,
"eval_logps/chosen": -513.6257934570312,
"eval_logps/rejected": -1117.5887451171875,
"eval_loss": 0.02870255894958973,
"eval_rewards/accuracies": 0.925000011920929,
"eval_rewards/chosen": -4.808547019958496,
"eval_rewards/margins": 6.008353233337402,
"eval_rewards/rejected": -10.816901206970215,
"eval_runtime": 215.3283,
"eval_samples_per_second": 99.462,
"eval_steps_per_second": 1.556,
"step": 2800
},
{
"epoch": 0.8839257628184963,
"grad_norm": 4.853071212768555,
"learning_rate": 2.0243089717714465e-07,
"logits/chosen": 1.6696542501449585,
"logits/rejected": 1.3343422412872314,
"logps/chosen": -513.935546875,
"logps/rejected": -1139.2392578125,
"loss": 0.0607,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.819055080413818,
"rewards/margins": 6.217933654785156,
"rewards/rejected": -11.036989212036133,
"step": 2810
},
{
"epoch": 0.887071406102548,
"grad_norm": 3.8749752044677734,
"learning_rate": 1.9174829030926157e-07,
"logits/chosen": 1.3861050605773926,
"logits/rejected": 1.3259289264678955,
"logps/chosen": -569.0123901367188,
"logps/rejected": -1085.4583740234375,
"loss": 0.0498,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -5.3545613288879395,
"rewards/margins": 5.1358819007873535,
"rewards/rejected": -10.490442276000977,
"step": 2820
},
{
"epoch": 0.8902170493865995,
"grad_norm": 1.685403823852539,
"learning_rate": 1.8134400242634214e-07,
"logits/chosen": 1.3578906059265137,
"logits/rejected": 1.2923089265823364,
"logps/chosen": -559.1904296875,
"logps/rejected": -1093.1944580078125,
"loss": 0.066,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -5.261031150817871,
"rewards/margins": 5.333484649658203,
"rewards/rejected": -10.59451675415039,
"step": 2830
},
{
"epoch": 0.8933626926706512,
"grad_norm": 3.112783670425415,
"learning_rate": 1.7121928803231714e-07,
"logits/chosen": 1.6115779876708984,
"logits/rejected": 1.3464069366455078,
"logps/chosen": -504.38385009765625,
"logps/rejected": -1135.041259765625,
"loss": 0.054,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -4.714786052703857,
"rewards/margins": 6.264063835144043,
"rewards/rejected": -10.978850364685059,
"step": 2840
},
{
"epoch": 0.8965083359547027,
"grad_norm": 1.6297857761383057,
"learning_rate": 1.613753679213581e-07,
"logits/chosen": 1.4668216705322266,
"logits/rejected": 1.3703067302703857,
"logps/chosen": -546.5037841796875,
"logps/rejected": -1063.0972900390625,
"loss": 0.0533,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -5.121490478515625,
"rewards/margins": 5.16286563873291,
"rewards/rejected": -10.284356117248535,
"step": 2850
},
{
"epoch": 0.8996539792387543,
"grad_norm": 0.9355494379997253,
"learning_rate": 1.5181342903067803e-07,
"logits/chosen": 1.5894020795822144,
"logits/rejected": 1.4288842678070068,
"logps/chosen": -475.189453125,
"logps/rejected": -1045.166259765625,
"loss": 0.0595,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.432465553283691,
"rewards/margins": 5.66586446762085,
"rewards/rejected": -10.098329544067383,
"step": 2860
},
{
"epoch": 0.9027996225228059,
"grad_norm": 3.7816286087036133,
"learning_rate": 1.4253462429741877e-07,
"logits/chosen": 1.426163673400879,
"logits/rejected": 1.2298691272735596,
"logps/chosen": -501.76739501953125,
"logps/rejected": -1122.6923828125,
"loss": 0.0571,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -4.693778038024902,
"rewards/margins": 6.179869651794434,
"rewards/rejected": -10.873647689819336,
"step": 2870
},
{
"epoch": 0.9059452658068575,
"grad_norm": 3.62336802482605,
"learning_rate": 1.335400725196309e-07,
"logits/chosen": 1.4734015464782715,
"logits/rejected": 1.3798444271087646,
"logps/chosen": -544.997314453125,
"logps/rejected": -1142.9996337890625,
"loss": 0.0782,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": -5.112950325012207,
"rewards/margins": 5.9460601806640625,
"rewards/rejected": -11.05901050567627,
"step": 2880
},
{
"epoch": 0.9090909090909091,
"grad_norm": 3.0453686714172363,
"learning_rate": 1.2483085822137752e-07,
"logits/chosen": 1.3678343296051025,
"logits/rejected": 1.3175466060638428,
"logps/chosen": -511.88134765625,
"logps/rejected": -1121.2176513671875,
"loss": 0.0579,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.770578861236572,
"rewards/margins": 6.093011379241943,
"rewards/rejected": -10.863590240478516,
"step": 2890
},
{
"epoch": 0.9122365523749607,
"grad_norm": 2.422604560852051,
"learning_rate": 1.16408031521964e-07,
"logits/chosen": 1.3921037912368774,
"logits/rejected": 1.2343624830245972,
"logps/chosen": -517.9652099609375,
"logps/rejected": -1084.047119140625,
"loss": 0.0702,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.85400390625,
"rewards/margins": 5.625793933868408,
"rewards/rejected": -10.479796409606934,
"step": 2900
},
{
"epoch": 0.9122365523749607,
"eval_logits/chosen": 2.1647133827209473,
"eval_logits/rejected": 1.969600796699524,
"eval_logps/chosen": -502.4717712402344,
"eval_logps/rejected": -1104.9371337890625,
"eval_loss": 0.028775138780474663,
"eval_rewards/accuracies": 0.9242537021636963,
"eval_rewards/chosen": -4.697007656097412,
"eval_rewards/margins": 5.993377208709717,
"eval_rewards/rejected": -10.690384864807129,
"eval_runtime": 215.1474,
"eval_samples_per_second": 99.546,
"eval_steps_per_second": 1.557,
"step": 2900
},
{
"epoch": 0.9153821956590122,
"grad_norm": 2.0521950721740723,
"learning_rate": 1.0827260800932132e-07,
"logits/chosen": 1.2516539096832275,
"logits/rejected": 1.1419090032577515,
"logps/chosen": -541.690185546875,
"logps/rejected": -1094.5318603515625,
"loss": 0.0505,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.085227012634277,
"rewards/margins": 5.53399658203125,
"rewards/rejected": -10.619223594665527,
"step": 2910
},
{
"epoch": 0.9185278389430639,
"grad_norm": 1.5800129175186157,
"learning_rate": 1.0042556861754981e-07,
"logits/chosen": 1.3491766452789307,
"logits/rejected": 1.2649667263031006,
"logps/chosen": -520.3859252929688,
"logps/rejected": -1101.0565185546875,
"loss": 0.0559,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.897294998168945,
"rewards/margins": 5.766488075256348,
"rewards/rejected": -10.663783073425293,
"step": 2920
},
{
"epoch": 0.9216734822271154,
"grad_norm": 4.585078239440918,
"learning_rate": 9.286785950864297e-08,
"logits/chosen": 1.4685800075531006,
"logits/rejected": 1.3016550540924072,
"logps/chosen": -514.4509887695312,
"logps/rejected": -1111.2257080078125,
"loss": 0.0676,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.8128156661987305,
"rewards/margins": 5.959506034851074,
"rewards/rejected": -10.772321701049805,
"step": 2930
},
{
"epoch": 0.9248191255111671,
"grad_norm": 2.5994062423706055,
"learning_rate": 8.560039195840226e-08,
"logits/chosen": 1.4919440746307373,
"logits/rejected": 1.1589787006378174,
"logps/chosen": -523.2716674804688,
"logps/rejected": -1082.82275390625,
"loss": 0.0663,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.89348840713501,
"rewards/margins": 5.579774379730225,
"rewards/rejected": -10.473262786865234,
"step": 2940
},
{
"epoch": 0.9279647687952186,
"grad_norm": 1.1528620719909668,
"learning_rate": 7.86240422465609e-08,
"logits/chosen": 1.3870362043380737,
"logits/rejected": 1.323654294013977,
"logps/chosen": -536.1802978515625,
"logps/rejected": -1112.9925537109375,
"loss": 0.0643,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -5.029669761657715,
"rewards/margins": 5.733022212982178,
"rewards/rejected": -10.762693405151367,
"step": 2950
},
{
"epoch": 0.9311104120792703,
"grad_norm": 2.2496023178100586,
"learning_rate": 7.193965155112475e-08,
"logits/chosen": 1.3429162502288818,
"logits/rejected": 1.1649806499481201,
"logps/chosen": -537.1536254882812,
"logps/rejected": -1076.180908203125,
"loss": 0.0602,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.0520339012146,
"rewards/margins": 5.354105472564697,
"rewards/rejected": -10.406140327453613,
"step": 2960
},
{
"epoch": 0.9342560553633218,
"grad_norm": 1.6158769130706787,
"learning_rate": 6.554802584694791e-08,
"logits/chosen": 1.508937954902649,
"logits/rejected": 1.3928695917129517,
"logps/chosen": -454.51019287109375,
"logps/rejected": -1097.5311279296875,
"loss": 0.0531,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.223744869232178,
"rewards/margins": 6.399988651275635,
"rewards/rejected": -10.623734474182129,
"step": 2970
},
{
"epoch": 0.9374016986473734,
"grad_norm": 4.760510444641113,
"learning_rate": 5.9449935808549576e-08,
"logits/chosen": 1.424422025680542,
"logits/rejected": 1.188518762588501,
"logps/chosen": -521.4863891601562,
"logps/rejected": -1131.7774658203125,
"loss": 0.0607,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.8670854568481445,
"rewards/margins": 6.077136039733887,
"rewards/rejected": -10.944222450256348,
"step": 2980
},
{
"epoch": 0.940547341931425,
"grad_norm": 1.8301982879638672,
"learning_rate": 5.3646116717191723e-08,
"logits/chosen": 1.7392746210098267,
"logits/rejected": 1.4524823427200317,
"logps/chosen": -491.2704162597656,
"logps/rejected": -1077.2618408203125,
"loss": 0.0505,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -4.597735404968262,
"rewards/margins": 5.812699794769287,
"rewards/rejected": -10.41043472290039,
"step": 2990
},
{
"epoch": 0.9436929852154765,
"grad_norm": 1.969045877456665,
"learning_rate": 4.813726837222116e-08,
"logits/chosen": 1.5177466869354248,
"logits/rejected": 1.5681421756744385,
"logps/chosen": -530.2708129882812,
"logps/rejected": -1052.5723876953125,
"loss": 0.0623,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.96749210357666,
"rewards/margins": 5.2094526290893555,
"rewards/rejected": -10.176944732666016,
"step": 3000
},
{
"epoch": 0.9436929852154765,
"eval_logits/chosen": 2.143676996231079,
"eval_logits/rejected": 1.9440104961395264,
"eval_logps/chosen": -503.750732421875,
"eval_logps/rejected": -1103.3302001953125,
"eval_loss": 0.0286338459700346,
"eval_rewards/accuracies": 0.9268656969070435,
"eval_rewards/chosen": -4.709796905517578,
"eval_rewards/margins": 5.964517116546631,
"eval_rewards/rejected": -10.674314498901367,
"eval_runtime": 215.2202,
"eval_samples_per_second": 99.512,
"eval_steps_per_second": 1.557,
"step": 3000
},
{
"epoch": 0.9468386284995282,
"grad_norm": 4.614864826202393,
"learning_rate": 4.292405500669061e-08,
"logits/chosen": 1.4414303302764893,
"logits/rejected": 1.157649278640747,
"logps/chosen": -522.2523193359375,
"logps/rejected": -1145.5069580078125,
"loss": 0.0761,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.891526699066162,
"rewards/margins": 6.2130513191223145,
"rewards/rejected": -11.104578018188477,
"step": 3010
},
{
"epoch": 0.9499842717835797,
"grad_norm": 2.128798246383667,
"learning_rate": 3.8007105207268355e-08,
"logits/chosen": 1.5095900297164917,
"logits/rejected": 1.2341318130493164,
"logps/chosen": -525.769775390625,
"logps/rejected": -1126.2525634765625,
"loss": 0.059,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.912005424499512,
"rewards/margins": 5.982682228088379,
"rewards/rejected": -10.894686698913574,
"step": 3020
},
{
"epoch": 0.9531299150676313,
"grad_norm": 3.470418930053711,
"learning_rate": 3.338701183844689e-08,
"logits/chosen": 1.2871098518371582,
"logits/rejected": 1.203657865524292,
"logps/chosen": -469.0284118652344,
"logps/rejected": -1091.468994140625,
"loss": 0.0596,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.372101783752441,
"rewards/margins": 6.188841819763184,
"rewards/rejected": -10.560943603515625,
"step": 3030
},
{
"epoch": 0.9562755583516829,
"grad_norm": 2.421786308288574,
"learning_rate": 2.9064331971056515e-08,
"logits/chosen": 1.432936668395996,
"logits/rejected": 1.4242966175079346,
"logps/chosen": -510.3072204589844,
"logps/rejected": -1054.8065185546875,
"loss": 0.0593,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.7712721824646,
"rewards/margins": 5.450275421142578,
"rewards/rejected": -10.221548080444336,
"step": 3040
},
{
"epoch": 0.9594212016357345,
"grad_norm": 3.0846569538116455,
"learning_rate": 2.503958681509683e-08,
"logits/chosen": 1.566232681274414,
"logits/rejected": 1.3942068815231323,
"logps/chosen": -524.6204833984375,
"logps/rejected": -1089.9156494140625,
"loss": 0.0568,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -4.901736736297607,
"rewards/margins": 5.649755954742432,
"rewards/rejected": -10.551492691040039,
"step": 3050
},
{
"epoch": 0.9625668449197861,
"grad_norm": 4.23090934753418,
"learning_rate": 2.1313261656891737e-08,
"logits/chosen": 1.4874424934387207,
"logits/rejected": 1.4000155925750732,
"logps/chosen": -557.3499145507812,
"logps/rejected": -1110.4896240234375,
"loss": 0.0655,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.248296737670898,
"rewards/margins": 5.522107124328613,
"rewards/rejected": -10.770402908325195,
"step": 3060
},
{
"epoch": 0.9657124882038377,
"grad_norm": 1.998992681503296,
"learning_rate": 1.788580580057514e-08,
"logits/chosen": 1.43699049949646,
"logits/rejected": 1.2418830394744873,
"logps/chosen": -558.634765625,
"logps/rejected": -1058.3809814453125,
"loss": 0.0662,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": -5.254110336303711,
"rewards/margins": 4.97817850112915,
"rewards/rejected": -10.23228931427002,
"step": 3070
},
{
"epoch": 0.9688581314878892,
"grad_norm": 3.4238898754119873,
"learning_rate": 1.4757632513916764e-08,
"logits/chosen": 1.4360311031341553,
"logits/rejected": 1.2258044481277466,
"logps/chosen": -472.9986267089844,
"logps/rejected": -1088.400634765625,
"loss": 0.0615,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": -4.3953752517700195,
"rewards/margins": 6.134710788726807,
"rewards/rejected": -10.530085563659668,
"step": 3080
},
{
"epoch": 0.9720037747719409,
"grad_norm": 2.3061940670013428,
"learning_rate": 1.1929118978490361e-08,
"logits/chosen": 1.4735639095306396,
"logits/rejected": 1.3414032459259033,
"logps/chosen": -499.18719482421875,
"logps/rejected": -1091.6337890625,
"loss": 0.0589,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.663874626159668,
"rewards/margins": 5.900238990783691,
"rewards/rejected": -10.564112663269043,
"step": 3090
},
{
"epoch": 0.9751494180559924,
"grad_norm": 3.2079808712005615,
"learning_rate": 9.400606244196753e-09,
"logits/chosen": 1.5242373943328857,
"logits/rejected": 1.161348581314087,
"logps/chosen": -513.7073364257812,
"logps/rejected": -1092.349365234375,
"loss": 0.0593,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.811236381530762,
"rewards/margins": 5.742733955383301,
"rewards/rejected": -10.553971290588379,
"step": 3100
},
{
"epoch": 0.9751494180559924,
"eval_logits/chosen": 2.146430015563965,
"eval_logits/rejected": 1.9468775987625122,
"eval_logps/chosen": -502.61627197265625,
"eval_logps/rejected": -1101.212158203125,
"eval_loss": 0.02869391068816185,
"eval_rewards/accuracies": 0.9276119470596313,
"eval_rewards/chosen": -4.698452949523926,
"eval_rewards/margins": 5.95468282699585,
"eval_rewards/rejected": -10.653135299682617,
"eval_runtime": 215.2746,
"eval_samples_per_second": 99.487,
"eval_steps_per_second": 1.556,
"step": 3100
},
{
"epoch": 0.9782950613400441,
"grad_norm": 3.9912333488464355,
"learning_rate": 7.172399188140611e-09,
"logits/chosen": 1.643225908279419,
"logits/rejected": 1.293428659439087,
"logps/chosen": -533.8253784179688,
"logps/rejected": -1149.5816650390625,
"loss": 0.0602,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.007025718688965,
"rewards/margins": 6.1268744468688965,
"rewards/rejected": -11.13390064239502,
"step": 3110
},
{
"epoch": 0.9814407046240956,
"grad_norm": 1.301156997680664,
"learning_rate": 5.244766477869034e-09,
"logits/chosen": 1.4164081811904907,
"logits/rejected": 1.1432323455810547,
"logps/chosen": -517.7205200195312,
"logps/rejected": -1175.121826171875,
"loss": 0.0563,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -4.851759910583496,
"rewards/margins": 6.547132968902588,
"rewards/rejected": -11.398893356323242,
"step": 3120
},
{
"epoch": 0.9845863479081473,
"grad_norm": 3.761977195739746,
"learning_rate": 3.617940538978848e-09,
"logits/chosen": 1.3819186687469482,
"logits/rejected": 1.1908156871795654,
"logps/chosen": -517.9227294921875,
"logps/rejected": -1027.6142578125,
"loss": 0.0452,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": -4.846681594848633,
"rewards/margins": 5.071451187133789,
"rewards/rejected": -9.918134689331055,
"step": 3130
},
{
"epoch": 0.9877319911921988,
"grad_norm": 2.8583881855010986,
"learning_rate": 2.2921175270890217e-09,
"logits/chosen": 1.5854167938232422,
"logits/rejected": 1.247761845588684,
"logps/chosen": -521.75,
"logps/rejected": -1083.730224609375,
"loss": 0.0674,
"rewards/accuracies": 0.90625,
"rewards/chosen": -4.886361122131348,
"rewards/margins": 5.578226089477539,
"rewards/rejected": -10.464587211608887,
"step": 3140
},
{
"epoch": 0.9908776344762504,
"grad_norm": 1.9092971086502075,
"learning_rate": 1.2674573041909776e-09,
"logits/chosen": 1.2872904539108276,
"logits/rejected": 1.259684443473816,
"logps/chosen": -520.8709106445312,
"logps/rejected": -1122.4615478515625,
"loss": 0.0591,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.865385055541992,
"rewards/margins": 6.030797958374023,
"rewards/rejected": -10.896183967590332,
"step": 3150
},
{
"epoch": 0.994023277760302,
"grad_norm": 4.959075927734375,
"learning_rate": 5.440834193726208e-10,
"logits/chosen": 1.6272627115249634,
"logits/rejected": 1.4106671810150146,
"logps/chosen": -505.4927673339844,
"logps/rejected": -1114.03173828125,
"loss": 0.0573,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.746209144592285,
"rewards/margins": 6.043259620666504,
"rewards/rejected": -10.789468765258789,
"step": 3160
},
{
"epoch": 0.9971689210443536,
"grad_norm": 3.2813379764556885,
"learning_rate": 1.2208309392081064e-10,
"logits/chosen": 1.2191925048828125,
"logits/rejected": 1.0304396152496338,
"logps/chosen": -555.1168212890625,
"logps/rejected": -1115.899169921875,
"loss": 0.0633,
"rewards/accuracies": 0.90625,
"rewards/chosen": -5.212588310241699,
"rewards/margins": 5.577348709106445,
"rewards/rejected": -10.789937973022461,
"step": 3170
},
{
"epoch": 1.0,
"step": 3179,
"total_flos": 0.0,
"train_loss": 0.19036180805619987,
"train_runtime": 15997.0818,
"train_samples_per_second": 25.436,
"train_steps_per_second": 0.199
}
],
"logging_steps": 10,
"max_steps": 3179,
"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": 4,
"trial_name": null,
"trial_params": null
}