zephyr-7b-dpo-full / trainer_state.json
wzhouad's picture
Model save
495445e verified
raw
history blame
No virus
47.7 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9994340690435767,
"eval_steps": 100,
"global_step": 883,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 5.617977528089887e-09,
"logits/chosen": -2.8261122703552246,
"logits/rejected": -2.782524824142456,
"logps/chosen": -386.01312255859375,
"logps/rejected": -174.26467895507812,
"loss": 0.2845,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.01,
"learning_rate": 5.617977528089887e-08,
"logits/chosen": -2.770503044128418,
"logits/rejected": -2.7067270278930664,
"logps/chosen": -337.03875732421875,
"logps/rejected": -169.81399536132812,
"loss": 0.2812,
"rewards/accuracies": 0.3541666567325592,
"rewards/chosen": -0.0004154888156335801,
"rewards/margins": -0.0005714126164093614,
"rewards/rejected": 0.00015592378622386605,
"step": 10
},
{
"epoch": 0.02,
"learning_rate": 1.1235955056179774e-07,
"logits/chosen": -2.804004192352295,
"logits/rejected": -2.800266742706299,
"logps/chosen": -306.04486083984375,
"logps/rejected": -189.47840881347656,
"loss": 0.2839,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": 0.001905800774693489,
"rewards/margins": 0.003199492348358035,
"rewards/rejected": -0.0012936916900798678,
"step": 20
},
{
"epoch": 0.03,
"learning_rate": 1.6853932584269663e-07,
"logits/chosen": -2.7842857837677,
"logits/rejected": -2.7480905055999756,
"logps/chosen": -340.1336669921875,
"logps/rejected": -176.36483764648438,
"loss": 0.2736,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.013033352792263031,
"rewards/margins": 0.02086206153035164,
"rewards/rejected": -0.007828707806766033,
"step": 30
},
{
"epoch": 0.05,
"learning_rate": 2.2471910112359549e-07,
"logits/chosen": -2.7320685386657715,
"logits/rejected": -2.694530963897705,
"logps/chosen": -318.46612548828125,
"logps/rejected": -170.09690856933594,
"loss": 0.2779,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": 0.011926891282200813,
"rewards/margins": 0.05010765790939331,
"rewards/rejected": -0.038180768489837646,
"step": 40
},
{
"epoch": 0.06,
"learning_rate": 2.8089887640449437e-07,
"logits/chosen": -2.638516902923584,
"logits/rejected": -2.6276156902313232,
"logps/chosen": -326.9003601074219,
"logps/rejected": -187.60606384277344,
"loss": 0.2637,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.04087567329406738,
"rewards/margins": 0.14330647885799408,
"rewards/rejected": -0.1024308055639267,
"step": 50
},
{
"epoch": 0.07,
"learning_rate": 3.3707865168539325e-07,
"logits/chosen": -2.584765672683716,
"logits/rejected": -2.537776231765747,
"logps/chosen": -350.67724609375,
"logps/rejected": -225.81283569335938,
"loss": 0.2493,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.013082382269203663,
"rewards/margins": 0.19787843525409698,
"rewards/rejected": -0.21096083521842957,
"step": 60
},
{
"epoch": 0.08,
"learning_rate": 3.9325842696629214e-07,
"logits/chosen": -2.5709831714630127,
"logits/rejected": -2.5257468223571777,
"logps/chosen": -342.55291748046875,
"logps/rejected": -237.45059204101562,
"loss": 0.2242,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.19872836768627167,
"rewards/margins": 0.2264036238193512,
"rewards/rejected": -0.42513203620910645,
"step": 70
},
{
"epoch": 0.09,
"learning_rate": 4.4943820224719097e-07,
"logits/chosen": -2.46580171585083,
"logits/rejected": -2.4357619285583496,
"logps/chosen": -338.7400817871094,
"logps/rejected": -255.5446319580078,
"loss": 0.187,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": -0.2514013946056366,
"rewards/margins": 0.39069053530693054,
"rewards/rejected": -0.6420919895172119,
"step": 80
},
{
"epoch": 0.1,
"learning_rate": 4.999980431020109e-07,
"logits/chosen": -2.492363452911377,
"logits/rejected": -2.4689993858337402,
"logps/chosen": -373.74151611328125,
"logps/rejected": -278.97564697265625,
"loss": 0.1471,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.2644743025302887,
"rewards/margins": 0.5433769822120667,
"rewards/rejected": -0.8078513145446777,
"step": 90
},
{
"epoch": 0.11,
"learning_rate": 4.997632524101301e-07,
"logits/chosen": -2.5200695991516113,
"logits/rejected": -2.493776798248291,
"logps/chosen": -365.40191650390625,
"logps/rejected": -278.2363586425781,
"loss": 0.1485,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.31133976578712463,
"rewards/margins": 0.6167228817939758,
"rewards/rejected": -0.9280625581741333,
"step": 100
},
{
"epoch": 0.11,
"eval_logits/chosen": -2.513258934020996,
"eval_logits/rejected": -2.4997854232788086,
"eval_logps/chosen": -313.2470703125,
"eval_logps/rejected": -334.7263488769531,
"eval_loss": 0.18025632202625275,
"eval_rewards/accuracies": 0.640625,
"eval_rewards/chosen": -0.5620743632316589,
"eval_rewards/margins": 0.2116563767194748,
"eval_rewards/rejected": -0.7737306952476501,
"eval_runtime": 53.274,
"eval_samples_per_second": 37.542,
"eval_steps_per_second": 0.601,
"step": 100
},
{
"epoch": 0.12,
"learning_rate": 4.991375032514749e-07,
"logits/chosen": -2.4822776317596436,
"logits/rejected": -2.445827007293701,
"logps/chosen": -388.3408508300781,
"logps/rejected": -346.55419921875,
"loss": 0.1265,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.5192545652389526,
"rewards/margins": 0.6625990867614746,
"rewards/rejected": -1.1818536520004272,
"step": 110
},
{
"epoch": 0.14,
"learning_rate": 4.98121775121344e-07,
"logits/chosen": -2.4391703605651855,
"logits/rejected": -2.4168076515197754,
"logps/chosen": -354.26580810546875,
"logps/rejected": -301.9068298339844,
"loss": 0.1549,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.4692833423614502,
"rewards/margins": 0.6351093053817749,
"rewards/rejected": -1.104392647743225,
"step": 120
},
{
"epoch": 0.15,
"learning_rate": 4.96717657955441e-07,
"logits/chosen": -2.456784963607788,
"logits/rejected": -2.402589797973633,
"logps/chosen": -380.1900939941406,
"logps/rejected": -345.0179443359375,
"loss": 0.1076,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.7707170248031616,
"rewards/margins": 0.8249391317367554,
"rewards/rejected": -1.595656156539917,
"step": 130
},
{
"epoch": 0.16,
"learning_rate": 4.949273496411216e-07,
"logits/chosen": -2.3544960021972656,
"logits/rejected": -2.34092378616333,
"logps/chosen": -446.9285583496094,
"logps/rejected": -376.6002197265625,
"loss": 0.0663,
"rewards/accuracies": 0.78125,
"rewards/chosen": -1.0127520561218262,
"rewards/margins": 1.086138367652893,
"rewards/rejected": -2.098890542984009,
"step": 140
},
{
"epoch": 0.17,
"learning_rate": 4.927536525770046e-07,
"logits/chosen": -2.376620054244995,
"logits/rejected": -2.3480007648468018,
"logps/chosen": -434.1917419433594,
"logps/rejected": -401.83587646484375,
"loss": 0.067,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.034598708152771,
"rewards/margins": 0.8842358589172363,
"rewards/rejected": -1.9188346862792969,
"step": 150
},
{
"epoch": 0.18,
"learning_rate": 4.901999692863326e-07,
"logits/chosen": -2.378688335418701,
"logits/rejected": -2.3023369312286377,
"logps/chosen": -454.9664611816406,
"logps/rejected": -411.72027587890625,
"loss": 0.0667,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -1.2886327505111694,
"rewards/margins": 0.9617815017700195,
"rewards/rejected": -2.2504146099090576,
"step": 160
},
{
"epoch": 0.19,
"learning_rate": 4.872702970909464e-07,
"logits/chosen": -2.327148914337158,
"logits/rejected": -2.255551338195801,
"logps/chosen": -474.45538330078125,
"logps/rejected": -428.8330078125,
"loss": 0.0538,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.456198811531067,
"rewards/margins": 0.9602320790290833,
"rewards/rejected": -2.416430950164795,
"step": 170
},
{
"epoch": 0.2,
"learning_rate": 4.839692218542131e-07,
"logits/chosen": -2.3194737434387207,
"logits/rejected": -2.289604902267456,
"logps/chosen": -398.30853271484375,
"logps/rejected": -385.2601013183594,
"loss": 0.0682,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.9385713338851929,
"rewards/margins": 1.0706655979156494,
"rewards/rejected": -2.009237051010132,
"step": 180
},
{
"epoch": 0.22,
"learning_rate": 4.803019108026997e-07,
"logits/chosen": -2.3338797092437744,
"logits/rejected": -2.2716145515441895,
"logps/chosen": -423.6573181152344,
"logps/rejected": -402.0962219238281,
"loss": 0.0702,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.050208568572998,
"rewards/margins": 0.8981093168258667,
"rewards/rejected": -1.9483178853988647,
"step": 190
},
{
"epoch": 0.23,
"learning_rate": 4.7627410443782887e-07,
"logits/chosen": -2.3091745376586914,
"logits/rejected": -2.2324705123901367,
"logps/chosen": -481.0274353027344,
"logps/rejected": -428.9169921875,
"loss": 0.0592,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -1.2154655456542969,
"rewards/margins": 1.0429514646530151,
"rewards/rejected": -2.2584171295166016,
"step": 200
},
{
"epoch": 0.23,
"eval_logits/chosen": -2.2729034423828125,
"eval_logits/rejected": -2.2396340370178223,
"eval_logps/chosen": -431.05743408203125,
"eval_logps/rejected": -490.1517639160156,
"eval_loss": 0.06622401624917984,
"eval_rewards/accuracies": 0.6796875,
"eval_rewards/chosen": -1.7401777505874634,
"eval_rewards/margins": 0.5878072381019592,
"eval_rewards/rejected": -2.3279850482940674,
"eval_runtime": 53.2522,
"eval_samples_per_second": 37.557,
"eval_steps_per_second": 0.601,
"step": 200
},
{
"epoch": 0.24,
"learning_rate": 4.7189210755018034e-07,
"logits/chosen": -2.2162270545959473,
"logits/rejected": -2.109973430633545,
"logps/chosen": -463.5928649902344,
"logps/rejected": -448.2275390625,
"loss": 0.0504,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.341931939125061,
"rewards/margins": 1.1762769222259521,
"rewards/rejected": -2.5182089805603027,
"step": 210
},
{
"epoch": 0.25,
"learning_rate": 4.671627793504988e-07,
"logits/chosen": -2.222045421600342,
"logits/rejected": -2.127629280090332,
"logps/chosen": -493.30133056640625,
"logps/rejected": -467.193115234375,
"loss": 0.0508,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -1.4817438125610352,
"rewards/margins": 1.220350980758667,
"rewards/rejected": -2.702094554901123,
"step": 220
},
{
"epoch": 0.26,
"learning_rate": 4.6209352273286095e-07,
"logits/chosen": -2.233363628387451,
"logits/rejected": -2.184459686279297,
"logps/chosen": -456.435302734375,
"logps/rejected": -444.67449951171875,
"loss": 0.0543,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.346243143081665,
"rewards/margins": 1.1588122844696045,
"rewards/rejected": -2.5050556659698486,
"step": 230
},
{
"epoch": 0.27,
"learning_rate": 4.56692272686805e-07,
"logits/chosen": -2.227086067199707,
"logits/rejected": -2.1657800674438477,
"logps/chosen": -463.6180114746094,
"logps/rejected": -463.9268493652344,
"loss": 0.0517,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -1.6306241750717163,
"rewards/margins": 1.0510774850845337,
"rewards/rejected": -2.68170166015625,
"step": 240
},
{
"epoch": 0.28,
"learning_rate": 4.5096748387656326e-07,
"logits/chosen": -2.2646913528442383,
"logits/rejected": -2.1847498416900635,
"logps/chosen": -526.8988647460938,
"logps/rejected": -455.5740661621094,
"loss": 0.049,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -1.5727968215942383,
"rewards/margins": 1.1092311143875122,
"rewards/rejected": -2.68202805519104,
"step": 250
},
{
"epoch": 0.29,
"learning_rate": 4.4492811740683877e-07,
"logits/chosen": -2.272037982940674,
"logits/rejected": -2.1871819496154785,
"logps/chosen": -510.32061767578125,
"logps/rejected": -452.8402404785156,
"loss": 0.0492,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.5913618803024292,
"rewards/margins": 1.0165178775787354,
"rewards/rejected": -2.607879400253296,
"step": 260
},
{
"epoch": 0.31,
"learning_rate": 4.3858362679584354e-07,
"logits/chosen": -2.17218017578125,
"logits/rejected": -2.114896774291992,
"logps/chosen": -487.0856018066406,
"logps/rejected": -454.93115234375,
"loss": 0.0458,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -1.7943446636199951,
"rewards/margins": 0.9125874638557434,
"rewards/rejected": -2.706932544708252,
"step": 270
},
{
"epoch": 0.32,
"learning_rate": 4.3194394317755245e-07,
"logits/chosen": -2.1766180992126465,
"logits/rejected": -2.0868289470672607,
"logps/chosen": -574.8035888671875,
"logps/rejected": -496.2310485839844,
"loss": 0.0411,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -2.0265350341796875,
"rewards/margins": 1.1947269439697266,
"rewards/rejected": -3.221261501312256,
"step": 280
},
{
"epoch": 0.33,
"learning_rate": 4.2501945975633914e-07,
"logits/chosen": -2.130429744720459,
"logits/rejected": -2.0812618732452393,
"logps/chosen": -565.4262084960938,
"logps/rejected": -521.2449951171875,
"loss": 0.0359,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -2.1656954288482666,
"rewards/margins": 1.03809654712677,
"rewards/rejected": -3.203791856765747,
"step": 290
},
{
"epoch": 0.34,
"learning_rate": 4.1782101553832405e-07,
"logits/chosen": -2.1119463443756104,
"logits/rejected": -2.0517754554748535,
"logps/chosen": -525.1202392578125,
"logps/rejected": -516.9113159179688,
"loss": 0.0394,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.1311917304992676,
"rewards/margins": 1.1441915035247803,
"rewards/rejected": -3.2753829956054688,
"step": 300
},
{
"epoch": 0.34,
"eval_logits/chosen": -2.138880968093872,
"eval_logits/rejected": -2.1100966930389404,
"eval_logps/chosen": -494.104736328125,
"eval_logps/rejected": -555.0247802734375,
"eval_loss": 0.04939676821231842,
"eval_rewards/accuracies": 0.6953125,
"eval_rewards/chosen": -2.37065052986145,
"eval_rewards/margins": 0.606063961982727,
"eval_rewards/rejected": -2.976714611053467,
"eval_runtime": 53.3026,
"eval_samples_per_second": 37.522,
"eval_steps_per_second": 0.6,
"step": 300
},
{
"epoch": 0.35,
"learning_rate": 4.103598783649029e-07,
"logits/chosen": -2.1108057498931885,
"logits/rejected": -2.0741026401519775,
"logps/chosen": -521.8655395507812,
"logps/rejected": -494.017578125,
"loss": 0.0399,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -1.8981420993804932,
"rewards/margins": 0.9213889837265015,
"rewards/rejected": -2.819530963897705,
"step": 310
},
{
"epoch": 0.36,
"learning_rate": 4.026477272750119e-07,
"logits/chosen": -2.195026159286499,
"logits/rejected": -2.128283977508545,
"logps/chosen": -519.8826904296875,
"logps/rejected": -489.1722717285156,
"loss": 0.0407,
"rewards/accuracies": 0.78125,
"rewards/chosen": -1.8402801752090454,
"rewards/margins": 1.171037197113037,
"rewards/rejected": -3.011317491531372,
"step": 320
},
{
"epoch": 0.37,
"learning_rate": 3.9469663422373864e-07,
"logits/chosen": -2.1483047008514404,
"logits/rejected": -2.095182418823242,
"logps/chosen": -515.9031372070312,
"logps/rejected": -511.58416748046875,
"loss": 0.0362,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -1.987370252609253,
"rewards/margins": 1.1986653804779053,
"rewards/rejected": -3.186035633087158,
"step": 330
},
{
"epoch": 0.38,
"learning_rate": 3.865190451858954e-07,
"logits/chosen": -2.1236190795898438,
"logits/rejected": -2.038846492767334,
"logps/chosen": -567.5887451171875,
"logps/rejected": -531.2391357421875,
"loss": 0.0378,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.1050643920898438,
"rewards/margins": 1.3257628679275513,
"rewards/rejected": -3.4308273792266846,
"step": 340
},
{
"epoch": 0.4,
"learning_rate": 3.781277606741327e-07,
"logits/chosen": -2.073742628097534,
"logits/rejected": -2.0120556354522705,
"logps/chosen": -546.9391479492188,
"logps/rejected": -522.168701171875,
"loss": 0.0363,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.975027084350586,
"rewards/margins": 1.3364970684051514,
"rewards/rejected": -3.311523914337158,
"step": 350
},
{
"epoch": 0.41,
"learning_rate": 3.6953591570208996e-07,
"logits/chosen": -2.0751125812530518,
"logits/rejected": -1.9913240671157837,
"logps/chosen": -532.4324951171875,
"logps/rejected": -570.5128173828125,
"loss": 0.0339,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.149209976196289,
"rewards/margins": 1.5435600280761719,
"rewards/rejected": -3.692770004272461,
"step": 360
},
{
"epoch": 0.42,
"learning_rate": 3.607569592239452e-07,
"logits/chosen": -2.0640273094177246,
"logits/rejected": -1.9882128238677979,
"logps/chosen": -538.2806396484375,
"logps/rejected": -503.5306701660156,
"loss": 0.0419,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -1.8893718719482422,
"rewards/margins": 1.269718050956726,
"rewards/rejected": -3.159090042114258,
"step": 370
},
{
"epoch": 0.43,
"learning_rate": 3.518046330825494e-07,
"logits/chosen": -2.1525139808654785,
"logits/rejected": -2.09255051612854,
"logps/chosen": -541.6168823242188,
"logps/rejected": -525.7049560546875,
"loss": 0.0488,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -1.759751319885254,
"rewards/margins": 1.318419098854065,
"rewards/rejected": -3.0781702995300293,
"step": 380
},
{
"epoch": 0.44,
"learning_rate": 3.4269295049909713e-07,
"logits/chosen": -2.111579179763794,
"logits/rejected": -2.008594512939453,
"logps/chosen": -519.3077392578125,
"logps/rejected": -495.54736328125,
"loss": 0.0479,
"rewards/accuracies": 0.71875,
"rewards/chosen": -1.9454580545425415,
"rewards/margins": 1.1256051063537598,
"rewards/rejected": -3.0710630416870117,
"step": 390
},
{
"epoch": 0.45,
"learning_rate": 3.3343617413800453e-07,
"logits/chosen": -2.116332530975342,
"logits/rejected": -2.0108766555786133,
"logps/chosen": -560.86083984375,
"logps/rejected": -513.68408203125,
"loss": 0.0401,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -1.8742320537567139,
"rewards/margins": 1.4719246625900269,
"rewards/rejected": -3.346156597137451,
"step": 400
},
{
"epoch": 0.45,
"eval_logits/chosen": -2.0799078941345215,
"eval_logits/rejected": -2.042891502380371,
"eval_logps/chosen": -499.7916259765625,
"eval_logps/rejected": -568.111572265625,
"eval_loss": 0.052323117852211,
"eval_rewards/accuracies": 0.703125,
"eval_rewards/chosen": -2.4275197982788086,
"eval_rewards/margins": 0.6800626516342163,
"eval_rewards/rejected": -3.1075825691223145,
"eval_runtime": 53.2431,
"eval_samples_per_second": 37.564,
"eval_steps_per_second": 0.601,
"step": 400
},
{
"epoch": 0.46,
"learning_rate": 3.2404879378132893e-07,
"logits/chosen": -2.1349825859069824,
"logits/rejected": -2.0403599739074707,
"logps/chosen": -573.2166137695312,
"logps/rejected": -546.21484375,
"loss": 0.0393,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.9816631078720093,
"rewards/margins": 1.3866467475891113,
"rewards/rejected": -3.3683102130889893,
"step": 410
},
{
"epoch": 0.48,
"learning_rate": 3.1454550364767894e-07,
"logits/chosen": -2.0241355895996094,
"logits/rejected": -1.955384612083435,
"logps/chosen": -587.6964721679688,
"logps/rejected": -564.29833984375,
"loss": 0.0336,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -2.4298739433288574,
"rewards/margins": 1.2927566766738892,
"rewards/rejected": -3.722630262374878,
"step": 420
},
{
"epoch": 0.49,
"learning_rate": 3.049411793911154e-07,
"logits/chosen": -2.0459389686584473,
"logits/rejected": -1.9516912698745728,
"logps/chosen": -587.4751586914062,
"logps/rejected": -571.4771728515625,
"loss": 0.0377,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -2.2811179161071777,
"rewards/margins": 1.313342571258545,
"rewards/rejected": -3.5944607257843018,
"step": 430
},
{
"epoch": 0.5,
"learning_rate": 2.9525085481604914e-07,
"logits/chosen": -2.076460361480713,
"logits/rejected": -2.008845090866089,
"logps/chosen": -501.68743896484375,
"logps/rejected": -492.162841796875,
"loss": 0.0406,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.8489151000976562,
"rewards/margins": 1.1866779327392578,
"rewards/rejected": -3.035592794418335,
"step": 440
},
{
"epoch": 0.51,
"learning_rate": 2.854896983445833e-07,
"logits/chosen": -2.0890183448791504,
"logits/rejected": -1.99982488155365,
"logps/chosen": -555.748291015625,
"logps/rejected": -527.487060546875,
"loss": 0.0446,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -2.0640885829925537,
"rewards/margins": 1.2410598993301392,
"rewards/rejected": -3.3051486015319824,
"step": 450
},
{
"epoch": 0.52,
"learning_rate": 2.7567298927313654e-07,
"logits/chosen": -2.0581395626068115,
"logits/rejected": -1.9576694965362549,
"logps/chosen": -517.2969970703125,
"logps/rejected": -494.01580810546875,
"loss": 0.0444,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.7231872081756592,
"rewards/margins": 1.3869811296463013,
"rewards/rejected": -3.110168695449829,
"step": 460
},
{
"epoch": 0.53,
"learning_rate": 2.658160938555123e-07,
"logits/chosen": -2.0949597358703613,
"logits/rejected": -1.978247046470642,
"logps/chosen": -530.58642578125,
"logps/rejected": -518.8834838867188,
"loss": 0.0408,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.8325612545013428,
"rewards/margins": 1.4025018215179443,
"rewards/rejected": -3.235063076019287,
"step": 470
},
{
"epoch": 0.54,
"learning_rate": 2.559344412498532e-07,
"logits/chosen": -2.0444254875183105,
"logits/rejected": -1.958059310913086,
"logps/chosen": -538.9998779296875,
"logps/rejected": -531.4126586914062,
"loss": 0.0282,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -1.9186712503433228,
"rewards/margins": 1.5285937786102295,
"rewards/rejected": -3.447265148162842,
"step": 480
},
{
"epoch": 0.55,
"learning_rate": 2.460434993671294e-07,
"logits/chosen": -2.060708522796631,
"logits/rejected": -1.9541358947753906,
"logps/chosen": -524.92431640625,
"logps/rejected": -490.29669189453125,
"loss": 0.0367,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.956221342086792,
"rewards/margins": 1.1774486303329468,
"rewards/rejected": -3.1336700916290283,
"step": 490
},
{
"epoch": 0.57,
"learning_rate": 2.361587506589672e-07,
"logits/chosen": -2.0169599056243896,
"logits/rejected": -1.9417072534561157,
"logps/chosen": -512.1517333984375,
"logps/rejected": -506.2262268066406,
"loss": 0.0335,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.9970229864120483,
"rewards/margins": 1.3175480365753174,
"rewards/rejected": -3.314570665359497,
"step": 500
},
{
"epoch": 0.57,
"eval_logits/chosen": -2.0455641746520996,
"eval_logits/rejected": -2.005706310272217,
"eval_logps/chosen": -497.6726989746094,
"eval_logps/rejected": -580.1129150390625,
"eval_loss": 0.04609997943043709,
"eval_rewards/accuracies": 0.71484375,
"eval_rewards/chosen": -2.4063305854797363,
"eval_rewards/margins": 0.8212659358978271,
"eval_rewards/rejected": -3.2275965213775635,
"eval_runtime": 53.2473,
"eval_samples_per_second": 37.561,
"eval_steps_per_second": 0.601,
"step": 500
},
{
"epoch": 0.58,
"learning_rate": 2.2629566788271613e-07,
"logits/chosen": -2.0371432304382324,
"logits/rejected": -1.9557580947875977,
"logps/chosen": -560.0842895507812,
"logps/rejected": -532.668212890625,
"loss": 0.038,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -1.9359846115112305,
"rewards/margins": 1.3490617275238037,
"rewards/rejected": -3.285046339035034,
"step": 510
},
{
"epoch": 0.59,
"learning_rate": 2.1646968988169135e-07,
"logits/chosen": -2.011871814727783,
"logits/rejected": -1.9335308074951172,
"logps/chosen": -507.52337646484375,
"logps/rejected": -516.07958984375,
"loss": 0.0395,
"rewards/accuracies": 0.8125,
"rewards/chosen": -1.9623944759368896,
"rewards/margins": 1.2198023796081543,
"rewards/rejected": -3.182196855545044,
"step": 520
},
{
"epoch": 0.6,
"learning_rate": 2.0669619741850232e-07,
"logits/chosen": -1.9674116373062134,
"logits/rejected": -1.874136209487915,
"logps/chosen": -560.131591796875,
"logps/rejected": -497.582275390625,
"loss": 0.0333,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.1217665672302246,
"rewards/margins": 1.2892667055130005,
"rewards/rejected": -3.4110336303710938,
"step": 530
},
{
"epoch": 0.61,
"learning_rate": 1.9699048909929518e-07,
"logits/chosen": -1.9731553792953491,
"logits/rejected": -1.9132474660873413,
"logps/chosen": -545.8017578125,
"logps/rejected": -487.0414123535156,
"loss": 0.0348,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -2.1676135063171387,
"rewards/margins": 1.0356405973434448,
"rewards/rejected": -3.203253984451294,
"step": 540
},
{
"epoch": 0.62,
"learning_rate": 1.8736775742659732e-07,
"logits/chosen": -1.9223613739013672,
"logits/rejected": -1.8391857147216797,
"logps/chosen": -517.1666870117188,
"logps/rejected": -498.1993713378906,
"loss": 0.0342,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -1.948054313659668,
"rewards/margins": 1.2562531232833862,
"rewards/rejected": -3.2043070793151855,
"step": 550
},
{
"epoch": 0.63,
"learning_rate": 1.7784306501824616e-07,
"logits/chosen": -1.9654014110565186,
"logits/rejected": -1.8999271392822266,
"logps/chosen": -574.9034423828125,
"logps/rejected": -553.96240234375,
"loss": 0.0336,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.0827620029449463,
"rewards/margins": 1.3543148040771484,
"rewards/rejected": -3.4370765686035156,
"step": 560
},
{
"epoch": 0.65,
"learning_rate": 1.6843132102963025e-07,
"logits/chosen": -1.9901962280273438,
"logits/rejected": -1.8920910358428955,
"logps/chosen": -571.3399658203125,
"logps/rejected": -549.0781860351562,
"loss": 0.0364,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.1259512901306152,
"rewards/margins": 1.4393842220306396,
"rewards/rejected": -3.565335512161255,
"step": 570
},
{
"epoch": 0.66,
"learning_rate": 1.591472578161458e-07,
"logits/chosen": -2.0036253929138184,
"logits/rejected": -1.9164316654205322,
"logps/chosen": -597.6680908203125,
"logps/rejected": -563.1033935546875,
"loss": 0.0314,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -2.2230658531188965,
"rewards/margins": 1.4771394729614258,
"rewards/rejected": -3.7002053260803223,
"step": 580
},
{
"epoch": 0.67,
"learning_rate": 1.5000540787240274e-07,
"logits/chosen": -1.9651165008544922,
"logits/rejected": -1.9028050899505615,
"logps/chosen": -573.396728515625,
"logps/rejected": -580.0013427734375,
"loss": 0.0282,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -2.4309842586517334,
"rewards/margins": 1.3270018100738525,
"rewards/rejected": -3.757986068725586,
"step": 590
},
{
"epoch": 0.68,
"learning_rate": 1.410200810842749e-07,
"logits/chosen": -1.9549171924591064,
"logits/rejected": -1.8664356470108032,
"logps/chosen": -546.6082153320312,
"logps/rejected": -557.6231689453125,
"loss": 0.0273,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -2.497020959854126,
"rewards/margins": 1.3337533473968506,
"rewards/rejected": -3.8307743072509766,
"step": 600
},
{
"epoch": 0.68,
"eval_logits/chosen": -1.9557578563690186,
"eval_logits/rejected": -1.9161585569381714,
"eval_logps/chosen": -541.6861572265625,
"eval_logps/rejected": -628.8740844726562,
"eval_loss": 0.04087229445576668,
"eval_rewards/accuracies": 0.70703125,
"eval_rewards/chosen": -2.8464653491973877,
"eval_rewards/margins": 0.8687426447868347,
"eval_rewards/rejected": -3.715208053588867,
"eval_runtime": 53.2271,
"eval_samples_per_second": 37.575,
"eval_steps_per_second": 0.601,
"step": 600
},
{
"epoch": 0.69,
"learning_rate": 1.322053423294041e-07,
"logits/chosen": -1.9264421463012695,
"logits/rejected": -1.8596795797348022,
"logps/chosen": -555.9921875,
"logps/rejected": -528.2036743164062,
"loss": 0.0364,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -2.3642823696136475,
"rewards/margins": 1.1525689363479614,
"rewards/rejected": -3.5168514251708984,
"step": 610
},
{
"epoch": 0.7,
"learning_rate": 1.2357498946121905e-07,
"logits/chosen": -2.047217845916748,
"logits/rejected": -1.9547252655029297,
"logps/chosen": -573.0296630859375,
"logps/rejected": -531.27880859375,
"loss": 0.04,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.1570980548858643,
"rewards/margins": 1.236627459526062,
"rewards/rejected": -3.393725633621216,
"step": 620
},
{
"epoch": 0.71,
"learning_rate": 1.1514253171093161e-07,
"logits/chosen": -2.0023763179779053,
"logits/rejected": -1.9147300720214844,
"logps/chosen": -558.9900512695312,
"logps/rejected": -542.7515869140625,
"loss": 0.0424,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.013390064239502,
"rewards/margins": 1.3009288311004639,
"rewards/rejected": -3.314318895339966,
"step": 630
},
{
"epoch": 0.72,
"learning_rate": 1.0692116854131883e-07,
"logits/chosen": -1.9406598806381226,
"logits/rejected": -1.8927663564682007,
"logps/chosen": -502.59344482421875,
"logps/rejected": -507.50372314453125,
"loss": 0.0437,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.104419231414795,
"rewards/margins": 1.1473711729049683,
"rewards/rejected": -3.251791000366211,
"step": 640
},
{
"epoch": 0.74,
"learning_rate": 9.89237689853889e-08,
"logits/chosen": -1.9217647314071655,
"logits/rejected": -1.840735673904419,
"logps/chosen": -539.6429443359375,
"logps/rejected": -520.7713623046875,
"loss": 0.0348,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -2.0584945678710938,
"rewards/margins": 1.4084278345108032,
"rewards/rejected": -3.4669222831726074,
"step": 650
},
{
"epoch": 0.75,
"learning_rate": 9.11628515022765e-08,
"logits/chosen": -1.936431884765625,
"logits/rejected": -1.8774102926254272,
"logps/chosen": -507.42413330078125,
"logps/rejected": -489.027099609375,
"loss": 0.0321,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -1.9116840362548828,
"rewards/margins": 1.3113796710968018,
"rewards/rejected": -3.2230639457702637,
"step": 660
},
{
"epoch": 0.76,
"learning_rate": 8.365056438189486e-08,
"logits/chosen": -1.9381834268569946,
"logits/rejected": -1.8834428787231445,
"logps/chosen": -545.0704345703125,
"logps/rejected": -511.5694885253906,
"loss": 0.0361,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.27673602104187,
"rewards/margins": 1.0493533611297607,
"rewards/rejected": -3.326089382171631,
"step": 670
},
{
"epoch": 0.77,
"learning_rate": 7.639866672902101e-08,
"logits/chosen": -1.9358975887298584,
"logits/rejected": -1.8624534606933594,
"logps/chosen": -552.2891845703125,
"logps/rejected": -548.515625,
"loss": 0.0358,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.3348231315612793,
"rewards/margins": 1.1951119899749756,
"rewards/rejected": -3.529935121536255,
"step": 680
},
{
"epoch": 0.78,
"learning_rate": 6.941851005657851e-08,
"logits/chosen": -1.9736747741699219,
"logits/rejected": -1.8825995922088623,
"logps/chosen": -592.0359497070312,
"logps/rejected": -565.7269897460938,
"loss": 0.0392,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.2588744163513184,
"rewards/margins": 1.3530534505844116,
"rewards/rejected": -3.6119277477264404,
"step": 690
},
{
"epoch": 0.79,
"learning_rate": 6.272102051693051e-08,
"logits/chosen": -1.9536447525024414,
"logits/rejected": -1.8848438262939453,
"logps/chosen": -544.1442260742188,
"logps/rejected": -547.0964965820312,
"loss": 0.0377,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -2.0580058097839355,
"rewards/margins": 1.3238760232925415,
"rewards/rejected": -3.3818821907043457,
"step": 700
},
{
"epoch": 0.79,
"eval_logits/chosen": -1.967289686203003,
"eval_logits/rejected": -1.9273663759231567,
"eval_logps/chosen": -510.2101745605469,
"eval_logps/rejected": -594.1712036132812,
"eval_loss": 0.0495593398809433,
"eval_rewards/accuracies": 0.72265625,
"eval_rewards/chosen": -2.531705617904663,
"eval_rewards/margins": 0.836473286151886,
"eval_rewards/rejected": -3.3681788444519043,
"eval_runtime": 53.2631,
"eval_samples_per_second": 37.549,
"eval_steps_per_second": 0.601,
"step": 700
},
{
"epoch": 0.8,
"learning_rate": 5.6316681798995844e-08,
"logits/chosen": -1.9590046405792236,
"logits/rejected": -1.8676058053970337,
"logps/chosen": -530.419921875,
"logps/rejected": -494.63720703125,
"loss": 0.0395,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -1.950580358505249,
"rewards/margins": 1.374487280845642,
"rewards/rejected": -3.3250679969787598,
"step": 710
},
{
"epoch": 0.81,
"learning_rate": 5.0215518717961256e-08,
"logits/chosen": -1.9477427005767822,
"logits/rejected": -1.9216333627700806,
"logps/chosen": -568.46337890625,
"logps/rejected": -551.7440185546875,
"loss": 0.0382,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -2.0898067951202393,
"rewards/margins": 1.2489385604858398,
"rewards/rejected": -3.3387451171875,
"step": 720
},
{
"epoch": 0.83,
"learning_rate": 4.4427081523275925e-08,
"logits/chosen": -1.9811092615127563,
"logits/rejected": -1.8924198150634766,
"logps/chosen": -560.4685668945312,
"logps/rejected": -545.5777587890625,
"loss": 0.0384,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.166611433029175,
"rewards/margins": 1.3478820323944092,
"rewards/rejected": -3.514493465423584,
"step": 730
},
{
"epoch": 0.84,
"learning_rate": 3.896043094949061e-08,
"logits/chosen": -1.952548623085022,
"logits/rejected": -1.9003283977508545,
"logps/chosen": -536.4952392578125,
"logps/rejected": -554.130859375,
"loss": 0.0368,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -2.2593836784362793,
"rewards/margins": 1.1702790260314941,
"rewards/rejected": -3.4296627044677734,
"step": 740
},
{
"epoch": 0.85,
"learning_rate": 3.3824124033343557e-08,
"logits/chosen": -1.978271245956421,
"logits/rejected": -1.8869798183441162,
"logps/chosen": -595.8272094726562,
"logps/rejected": -596.80908203125,
"loss": 0.0356,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -2.2419838905334473,
"rewards/margins": 1.5834529399871826,
"rewards/rejected": -3.825437068939209,
"step": 750
},
{
"epoch": 0.86,
"learning_rate": 2.9026200719291904e-08,
"logits/chosen": -1.9425359964370728,
"logits/rejected": -1.8644979000091553,
"logps/chosen": -541.2769775390625,
"logps/rejected": -546.4044799804688,
"loss": 0.0394,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -2.3050169944763184,
"rewards/margins": 1.2533900737762451,
"rewards/rejected": -3.5584073066711426,
"step": 760
},
{
"epoch": 0.87,
"learning_rate": 2.4574171274456433e-08,
"logits/chosen": -1.9859609603881836,
"logits/rejected": -1.8982467651367188,
"logps/chosen": -581.1209716796875,
"logps/rejected": -553.73291015625,
"loss": 0.036,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -1.9945024251937866,
"rewards/margins": 1.5215613842010498,
"rewards/rejected": -3.516064167022705,
"step": 770
},
{
"epoch": 0.88,
"learning_rate": 2.047500453267881e-08,
"logits/chosen": -1.9515501260757446,
"logits/rejected": -1.857346534729004,
"logps/chosen": -565.3553466796875,
"logps/rejected": -536.8668823242188,
"loss": 0.0422,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -2.2416954040527344,
"rewards/margins": 1.2734299898147583,
"rewards/rejected": -3.515125274658203,
"step": 780
},
{
"epoch": 0.89,
"learning_rate": 1.673511698609292e-08,
"logits/chosen": -1.9258711338043213,
"logits/rejected": -1.8735402822494507,
"logps/chosen": -532.5035400390625,
"logps/rejected": -557.9683837890625,
"loss": 0.0354,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.2362167835235596,
"rewards/margins": 1.4313932657241821,
"rewards/rejected": -3.6676101684570312,
"step": 790
},
{
"epoch": 0.91,
"learning_rate": 1.3360362741285769e-08,
"logits/chosen": -1.9208987951278687,
"logits/rejected": -1.8273556232452393,
"logps/chosen": -566.8057861328125,
"logps/rejected": -583.4982299804688,
"loss": 0.0352,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -2.093482732772827,
"rewards/margins": 1.81829035282135,
"rewards/rejected": -3.911773681640625,
"step": 800
},
{
"epoch": 0.91,
"eval_logits/chosen": -1.9501041173934937,
"eval_logits/rejected": -1.9090631008148193,
"eval_logps/chosen": -521.0439453125,
"eval_logps/rejected": -606.3505249023438,
"eval_loss": 0.04646110162138939,
"eval_rewards/accuracies": 0.72265625,
"eval_rewards/chosen": -2.640043258666992,
"eval_rewards/margins": 0.8499288558959961,
"eval_rewards/rejected": -3.4899723529815674,
"eval_runtime": 53.2044,
"eval_samples_per_second": 37.591,
"eval_steps_per_second": 0.601,
"step": 800
},
{
"epoch": 0.92,
"learning_rate": 1.0356024355769433e-08,
"logits/chosen": -1.950596570968628,
"logits/rejected": -1.882962942123413,
"logps/chosen": -582.3919067382812,
"logps/rejected": -592.8079223632812,
"loss": 0.0361,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.399203062057495,
"rewards/margins": 1.3655624389648438,
"rewards/rejected": -3.7647652626037598,
"step": 810
},
{
"epoch": 0.93,
"learning_rate": 7.726804569108597e-09,
"logits/chosen": -1.9748871326446533,
"logits/rejected": -1.888811707496643,
"logps/chosen": -553.1395263671875,
"logps/rejected": -559.5152587890625,
"loss": 0.0332,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.228854179382324,
"rewards/margins": 1.4253013134002686,
"rewards/rejected": -3.654155731201172,
"step": 820
},
{
"epoch": 0.94,
"learning_rate": 5.476818941645561e-09,
"logits/chosen": -1.944598913192749,
"logits/rejected": -1.8884025812149048,
"logps/chosen": -540.9061279296875,
"logps/rejected": -574.0789794921875,
"loss": 0.036,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.298133134841919,
"rewards/margins": 1.5589947700500488,
"rewards/rejected": -3.8571276664733887,
"step": 830
},
{
"epoch": 0.95,
"learning_rate": 3.609589412347347e-09,
"logits/chosen": -1.995321273803711,
"logits/rejected": -1.909641981124878,
"logps/chosen": -570.28369140625,
"logps/rejected": -541.8267211914062,
"loss": 0.0347,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -2.329395055770874,
"rewards/margins": 1.3247489929199219,
"rewards/rejected": -3.654143810272217,
"step": 840
},
{
"epoch": 0.96,
"learning_rate": 2.1280387858572667e-09,
"logits/chosen": -1.9664127826690674,
"logits/rejected": -1.8978990316390991,
"logps/chosen": -567.4363403320312,
"logps/rejected": -551.3905639648438,
"loss": 0.0347,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.342649459838867,
"rewards/margins": 1.2894551753997803,
"rewards/rejected": -3.6321043968200684,
"step": 850
},
{
"epoch": 0.97,
"learning_rate": 1.03448615738172e-09,
"logits/chosen": -1.91958749294281,
"logits/rejected": -1.8549039363861084,
"logps/chosen": -635.5400390625,
"logps/rejected": -613.4205322265625,
"loss": 0.0354,
"rewards/accuracies": 0.84375,
"rewards/chosen": -2.2879905700683594,
"rewards/margins": 1.6663434505462646,
"rewards/rejected": -3.954333782196045,
"step": 860
},
{
"epoch": 0.98,
"learning_rate": 3.3064328257259575e-10,
"logits/chosen": -1.9804208278656006,
"logits/rejected": -1.891332983970642,
"logps/chosen": -612.157958984375,
"logps/rejected": -556.913818359375,
"loss": 0.0366,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.3392751216888428,
"rewards/margins": 1.2889056205749512,
"rewards/rejected": -3.628180980682373,
"step": 870
},
{
"epoch": 1.0,
"learning_rate": 1.7611898088715216e-11,
"logits/chosen": -1.952614426612854,
"logits/rejected": -1.846652626991272,
"logps/chosen": -577.5618896484375,
"logps/rejected": -596.773193359375,
"loss": 0.0347,
"rewards/accuracies": 0.8125,
"rewards/chosen": -2.3046746253967285,
"rewards/margins": 1.4788968563079834,
"rewards/rejected": -3.783571720123291,
"step": 880
},
{
"epoch": 1.0,
"step": 883,
"total_flos": 0.0,
"train_loss": 0.06580274857555349,
"train_runtime": 7965.4661,
"train_samples_per_second": 14.19,
"train_steps_per_second": 0.111
}
],
"logging_steps": 10,
"max_steps": 883,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"trial_name": null,
"trial_params": null
}