qwen2.5-0.5b-expo-EXDPO2 / trainer_state.json
hZzy's picture
Model save
c863752 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.994962216624685,
"eval_steps": 50,
"global_step": 528,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"dpo_loss": 0.6931471824645996,
"epoch": 0.003778337531486146,
"grad_norm": 49.44846097246243,
"learning_rate": 1.8867924528301883e-09,
"logits": -1.1757584810256958,
"logps": -94.8752670288086,
"loss": 1.0913,
"objective": 1.048144817352295,
"ranking_idealized": 0.5625,
"ranking_idealized_expo": 0.4375,
"ranking_simple": 0.4375,
"regularize": 0.3549971580505371,
"step": 1
},
{
"dpo_loss": 0.6931453347206116,
"epoch": 0.018891687657430732,
"grad_norm": 56.77495215138669,
"learning_rate": 9.433962264150943e-09,
"logits": -1.3608341217041016,
"logps": -92.11934661865234,
"loss": 1.1069,
"objective": 1.06926691532135,
"ranking_idealized": 0.5729166865348816,
"ranking_idealized_expo": 0.4895833432674408,
"ranking_simple": 0.4895833432674408,
"regularize": 0.37612107396125793,
"step": 5
},
{
"dpo_loss": 0.693118155002594,
"epoch": 0.037783375314861464,
"grad_norm": 50.79305715348446,
"learning_rate": 1.8867924528301887e-08,
"logits": -1.3560354709625244,
"logps": -90.93302917480469,
"loss": 1.1118,
"objective": 1.1139355897903442,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.48750001192092896,
"regularize": 0.4208172559738159,
"step": 10
},
{
"dpo_loss": 0.6927705407142639,
"epoch": 0.05667506297229219,
"grad_norm": 48.78735409468553,
"learning_rate": 2.830188679245283e-08,
"logits": -1.3467658758163452,
"logps": -92.52275848388672,
"loss": 1.1086,
"objective": 1.1240794658660889,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.5291666388511658,
"ranking_simple": 0.5291666388511658,
"regularize": 0.4313090443611145,
"step": 15
},
{
"dpo_loss": 0.6927476525306702,
"epoch": 0.07556675062972293,
"grad_norm": 48.89099638416194,
"learning_rate": 3.7735849056603774e-08,
"logits": -1.286866545677185,
"logps": -91.98667907714844,
"loss": 1.1147,
"objective": 1.127905011177063,
"ranking_idealized": 0.6458333134651184,
"ranking_idealized_expo": 0.5541666746139526,
"ranking_simple": 0.5583333373069763,
"regularize": 0.43515732884407043,
"step": 20
},
{
"dpo_loss": 0.6929070353507996,
"epoch": 0.09445843828715365,
"grad_norm": 51.44180006710924,
"learning_rate": 4.7169811320754715e-08,
"logits": -1.3749586343765259,
"logps": -92.29708862304688,
"loss": 1.1069,
"objective": 1.1106172800064087,
"ranking_idealized": 0.6208333373069763,
"ranking_idealized_expo": 0.550000011920929,
"ranking_simple": 0.5458333492279053,
"regularize": 0.4177102744579315,
"step": 25
},
{
"dpo_loss": 0.6915452480316162,
"epoch": 0.11335012594458438,
"grad_norm": 52.52518235565533,
"learning_rate": 5.660377358490566e-08,
"logits": -1.4094866514205933,
"logps": -92.03213500976562,
"loss": 1.1138,
"objective": 1.1041828393936157,
"ranking_idealized": 0.5958333611488342,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5208333134651184,
"regularize": 0.4126375913619995,
"step": 30
},
{
"dpo_loss": 0.6903693675994873,
"epoch": 0.13224181360201512,
"grad_norm": 55.88065446639471,
"learning_rate": 6.603773584905659e-08,
"logits": -1.3921390771865845,
"logps": -93.27505493164062,
"loss": 1.0984,
"objective": 1.1129175424575806,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5083333253860474,
"regularize": 0.4225481450557709,
"step": 35
},
{
"dpo_loss": 0.6901296377182007,
"epoch": 0.15113350125944586,
"grad_norm": 48.11830818999703,
"learning_rate": 7.547169811320755e-08,
"logits": -1.4104276895523071,
"logps": -92.22798156738281,
"loss": 1.1021,
"objective": 1.083837628364563,
"ranking_idealized": 0.6625000238418579,
"ranking_idealized_expo": 0.574999988079071,
"ranking_simple": 0.5708333253860474,
"regularize": 0.39370766282081604,
"step": 40
},
{
"dpo_loss": 0.6862795352935791,
"epoch": 0.17002518891687657,
"grad_norm": 45.66068468167867,
"learning_rate": 8.490566037735849e-08,
"logits": -1.3663307428359985,
"logps": -91.8579330444336,
"loss": 1.1032,
"objective": 1.1153314113616943,
"ranking_idealized": 0.5666666626930237,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5083333253860474,
"regularize": 0.4290517270565033,
"step": 45
},
{
"dpo_loss": 0.6879932284355164,
"epoch": 0.1889168765743073,
"grad_norm": 51.12091223625438,
"learning_rate": 9.433962264150943e-08,
"logits": -1.3217811584472656,
"logps": -90.97481536865234,
"loss": 1.0911,
"objective": 1.0859743356704712,
"ranking_idealized": 0.5625,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.48750001192092896,
"regularize": 0.3979811370372772,
"step": 50
},
{
"epoch": 0.1889168765743073,
"eval_dpo_loss": 0.690547525882721,
"eval_logits": -1.3092193603515625,
"eval_logps": -97.7940902709961,
"eval_loss": 1.104289174079895,
"eval_objective": 1.1041598320007324,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5165745615959167,
"eval_regularize": 0.4136121869087219,
"eval_runtime": 235.6732,
"eval_samples_per_second": 24.568,
"eval_steps_per_second": 1.536,
"step": 50
},
{
"dpo_loss": 0.6884905695915222,
"epoch": 0.20780856423173805,
"grad_norm": 54.01101403233421,
"learning_rate": 9.99956257238817e-08,
"logits": -1.4181103706359863,
"logps": -89.9561538696289,
"loss": 1.1009,
"objective": 1.094197154045105,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5291666388511658,
"regularize": 0.40570658445358276,
"step": 55
},
{
"dpo_loss": 0.6880350708961487,
"epoch": 0.22670025188916876,
"grad_norm": 54.996673931606395,
"learning_rate": 9.994642390694308e-08,
"logits": -1.3805103302001953,
"logps": -90.7548828125,
"loss": 1.1093,
"objective": 1.114397406578064,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5041666626930237,
"regularize": 0.4263623058795929,
"step": 60
},
{
"dpo_loss": 0.6825106143951416,
"epoch": 0.2455919395465995,
"grad_norm": 56.45685371856582,
"learning_rate": 9.98426064087682e-08,
"logits": -1.4092483520507812,
"logps": -92.43305969238281,
"loss": 1.1012,
"objective": 1.104454755783081,
"ranking_idealized": 0.5583333373069763,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5208333134651184,
"regularize": 0.4219440817832947,
"step": 65
},
{
"dpo_loss": 0.6836772561073303,
"epoch": 0.26448362720403024,
"grad_norm": 55.79791061619149,
"learning_rate": 9.968428675226714e-08,
"logits": -1.372382640838623,
"logps": -92.17337036132812,
"loss": 1.1123,
"objective": 1.1599425077438354,
"ranking_idealized": 0.6291666626930237,
"ranking_idealized_expo": 0.550000011920929,
"ranking_simple": 0.550000011920929,
"regularize": 0.476265013217926,
"step": 70
},
{
"dpo_loss": 0.6837269067764282,
"epoch": 0.28337531486146095,
"grad_norm": 47.47237853468278,
"learning_rate": 9.947163805765979e-08,
"logits": -1.3373608589172363,
"logps": -90.7457275390625,
"loss": 1.0793,
"objective": 1.0441726446151733,
"ranking_idealized": 0.5083333253860474,
"ranking_idealized_expo": 0.4375,
"ranking_simple": 0.4333333373069763,
"regularize": 0.3604455888271332,
"step": 75
},
{
"dpo_loss": 0.6796848773956299,
"epoch": 0.3022670025188917,
"grad_norm": 47.94506148186036,
"learning_rate": 9.920489285317169e-08,
"logits": -1.4042983055114746,
"logps": -91.38846588134766,
"loss": 1.0778,
"objective": 1.0585055351257324,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.4958333373069763,
"ranking_simple": 0.5041666626930237,
"regularize": 0.3788203001022339,
"step": 80
},
{
"dpo_loss": 0.6791465282440186,
"epoch": 0.3211586901763224,
"grad_norm": 47.95858131470083,
"learning_rate": 9.888434282076758e-08,
"logits": -1.3911387920379639,
"logps": -92.44884490966797,
"loss": 1.0925,
"objective": 1.0910677909851074,
"ranking_idealized": 0.5708333253860474,
"ranking_idealized_expo": 0.5,
"ranking_simple": 0.5,
"regularize": 0.4119212031364441,
"step": 85
},
{
"dpo_loss": 0.6837694644927979,
"epoch": 0.34005037783375314,
"grad_norm": 55.1730704885422,
"learning_rate": 9.851033847720166e-08,
"logits": -1.3752093315124512,
"logps": -91.67774200439453,
"loss": 1.0847,
"objective": 1.085326075553894,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.512499988079071,
"regularize": 0.4015560448169708,
"step": 90
},
{
"dpo_loss": 0.6765946745872498,
"epoch": 0.3589420654911839,
"grad_norm": 48.33215476425452,
"learning_rate": 9.808328879073251e-08,
"logits": -1.3342726230621338,
"logps": -92.56273651123047,
"loss": 1.0612,
"objective": 1.060593605041504,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5208333134651184,
"regularize": 0.3839987814426422,
"step": 95
},
{
"dpo_loss": 0.6816121935844421,
"epoch": 0.3778337531486146,
"grad_norm": 49.179351832428715,
"learning_rate": 9.760366073392245e-08,
"logits": -1.3950403928756714,
"logps": -92.40387725830078,
"loss": 1.0629,
"objective": 1.0402370691299438,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5041666626930237,
"regularize": 0.35862475633621216,
"step": 100
},
{
"epoch": 0.3778337531486146,
"eval_dpo_loss": 0.6871094703674316,
"eval_logits": -1.3221344947814941,
"eval_logps": -98.14198303222656,
"eval_loss": 1.093752384185791,
"eval_objective": 1.0948374271392822,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5179557800292969,
"eval_regularize": 0.4077278971672058,
"eval_runtime": 235.7453,
"eval_samples_per_second": 24.56,
"eval_steps_per_second": 1.536,
"step": 100
},
{
"dpo_loss": 0.6785728931427002,
"epoch": 0.3967254408060453,
"grad_norm": 51.47899227122413,
"learning_rate": 9.707197877300973e-08,
"logits": -1.4077008962631226,
"logps": -91.70052337646484,
"loss": 1.0696,
"objective": 1.086281180381775,
"ranking_idealized": 0.612500011920929,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5041666626930237,
"regularize": 0.407708078622818,
"step": 105
},
{
"dpo_loss": 0.6762667298316956,
"epoch": 0.4156171284634761,
"grad_norm": 50.28143364432592,
"learning_rate": 9.648882429441257e-08,
"logits": -1.3699510097503662,
"logps": -93.08635711669922,
"loss": 1.0782,
"objective": 1.1022285223007202,
"ranking_idealized": 0.6291666626930237,
"ranking_idealized_expo": 0.5625,
"ranking_simple": 0.5708333253860474,
"regularize": 0.4259616434574127,
"step": 110
},
{
"dpo_loss": 0.6772736310958862,
"epoch": 0.4345088161209068,
"grad_norm": 49.35211256173949,
"learning_rate": 9.585483496899149e-08,
"logits": -1.4434921741485596,
"logps": -91.60735321044922,
"loss": 1.049,
"objective": 1.0325186252593994,
"ranking_idealized": 0.6000000238418579,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.4958333373069763,
"regularize": 0.3552449345588684,
"step": 115
},
{
"dpo_loss": 0.67376708984375,
"epoch": 0.4534005037783375,
"grad_norm": 49.769392715448596,
"learning_rate": 9.517070405476573e-08,
"logits": -1.3977102041244507,
"logps": -91.86192321777344,
"loss": 1.0722,
"objective": 1.0750477313995361,
"ranking_idealized": 0.6000000238418579,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5249999761581421,
"regularize": 0.40128055214881897,
"step": 120
},
{
"dpo_loss": 0.6729015111923218,
"epoch": 0.4722921914357683,
"grad_norm": 48.20763298222792,
"learning_rate": 9.443717963884567e-08,
"logits": -1.4215410947799683,
"logps": -91.61782836914062,
"loss": 1.0433,
"objective": 1.0424840450286865,
"ranking_idealized": 0.6291666626930237,
"ranking_idealized_expo": 0.5666666626930237,
"ranking_simple": 0.5625,
"regularize": 0.36958202719688416,
"step": 125
},
{
"dpo_loss": 0.6743431687355042,
"epoch": 0.491183879093199,
"grad_norm": 48.45479288893814,
"learning_rate": 9.365506381941065e-08,
"logits": -1.3215110301971436,
"logps": -92.12106323242188,
"loss": 1.0515,
"objective": 1.097717046737671,
"ranking_idealized": 0.625,
"ranking_idealized_expo": 0.5541666746139526,
"ranking_simple": 0.5625,
"regularize": 0.4233737289905548,
"step": 130
},
{
"dpo_loss": 0.6695905327796936,
"epoch": 0.5100755667506297,
"grad_norm": 43.646349799244106,
"learning_rate": 9.282521182862628e-08,
"logits": -1.3272545337677002,
"logps": -92.60189056396484,
"loss": 1.057,
"objective": 1.0827622413635254,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5166666507720947,
"regularize": 0.41317158937454224,
"step": 135
},
{
"dpo_loss": 0.6709803342819214,
"epoch": 0.5289672544080605,
"grad_norm": 47.3960543467576,
"learning_rate": 9.194853109746073e-08,
"logits": -1.4292913675308228,
"logps": -92.06829071044922,
"loss": 1.0462,
"objective": 1.046062707901001,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.5,
"regularize": 0.3750823736190796,
"step": 140
},
{
"dpo_loss": 0.6690364480018616,
"epoch": 0.5478589420654912,
"grad_norm": 51.65656404072737,
"learning_rate": 9.102598026342222e-08,
"logits": -1.4306373596191406,
"logps": -91.35098266601562,
"loss": 1.0533,
"objective": 1.0885671377182007,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.5583333373069763,
"ranking_simple": 0.5625,
"regularize": 0.41953060030937195,
"step": 145
},
{
"dpo_loss": 0.6675416231155396,
"epoch": 0.5667506297229219,
"grad_norm": 47.60377632937882,
"learning_rate": 9.005856812230304e-08,
"logits": -1.4119346141815186,
"logps": -90.73808288574219,
"loss": 1.0597,
"objective": 1.0471808910369873,
"ranking_idealized": 0.574999988079071,
"ranking_idealized_expo": 0.5291666388511658,
"ranking_simple": 0.5375000238418579,
"regularize": 0.379639208316803,
"step": 150
},
{
"epoch": 0.5667506297229219,
"eval_dpo_loss": 0.6842523813247681,
"eval_logits": -1.3387939929962158,
"eval_logps": -97.57598114013672,
"eval_loss": 1.0886038541793823,
"eval_objective": 1.089935064315796,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.519336998462677,
"eval_regularize": 0.4056825637817383,
"eval_runtime": 236.1326,
"eval_samples_per_second": 24.52,
"eval_steps_per_second": 1.533,
"step": 150
},
{
"dpo_loss": 0.6675500273704529,
"epoch": 0.5856423173803527,
"grad_norm": 48.130868373709134,
"learning_rate": 8.904735252507609e-08,
"logits": -1.3894909620285034,
"logps": -91.1141128540039,
"loss": 1.0454,
"objective": 1.0189038515090942,
"ranking_idealized": 0.6333333253860474,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5541666746139526,
"regularize": 0.3513537645339966,
"step": 155
},
{
"dpo_loss": 0.6642627716064453,
"epoch": 0.6045340050377834,
"grad_norm": 48.76010002249353,
"learning_rate": 8.799343922115043e-08,
"logits": -1.3890469074249268,
"logps": -91.98741149902344,
"loss": 1.0636,
"objective": 1.0629956722259521,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5166666507720947,
"regularize": 0.39873284101486206,
"step": 160
},
{
"dpo_loss": 0.6647918224334717,
"epoch": 0.6234256926952141,
"grad_norm": 51.709247719469836,
"learning_rate": 8.689798064925048e-08,
"logits": -1.430177927017212,
"logps": -92.05915832519531,
"loss": 1.0499,
"objective": 1.05256187915802,
"ranking_idealized": 0.5583333373069763,
"ranking_idealized_expo": 0.4625000059604645,
"ranking_simple": 0.4791666567325592,
"regularize": 0.3877698481082916,
"step": 165
},
{
"dpo_loss": 0.6606873273849487,
"epoch": 0.6423173803526449,
"grad_norm": 46.459328825125596,
"learning_rate": 8.576217467724127e-08,
"logits": -1.3984259366989136,
"logps": -91.71315002441406,
"loss": 1.029,
"objective": 1.0234616994857788,
"ranking_idealized": 0.5458333492279053,
"ranking_idealized_expo": 0.42500001192092896,
"ranking_simple": 0.44583332538604736,
"regularize": 0.36277416348457336,
"step": 170
},
{
"dpo_loss": 0.6623333096504211,
"epoch": 0.6612090680100756,
"grad_norm": 51.1586426932559,
"learning_rate": 8.458726329227747e-08,
"logits": -1.4344308376312256,
"logps": -92.77267456054688,
"loss": 1.0316,
"objective": 1.0282338857650757,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.550000011920929,
"ranking_simple": 0.550000011920929,
"regularize": 0.36590057611465454,
"step": 175
},
{
"dpo_loss": 0.6674898862838745,
"epoch": 0.6801007556675063,
"grad_norm": 48.61836865824933,
"learning_rate": 8.337453124270862e-08,
"logits": -1.3953392505645752,
"logps": -90.3520736694336,
"loss": 1.0387,
"objective": 1.0503102540969849,
"ranking_idealized": 0.5958333611488342,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.512499988079071,
"regularize": 0.3828202784061432,
"step": 180
},
{
"dpo_loss": 0.6639277935028076,
"epoch": 0.698992443324937,
"grad_norm": 56.3868937423093,
"learning_rate": 8.212530463322582e-08,
"logits": -1.376102089881897,
"logps": -90.30011749267578,
"loss": 1.0192,
"objective": 1.0141814947128296,
"ranking_idealized": 0.637499988079071,
"ranking_idealized_expo": 0.5666666626930237,
"ranking_simple": 0.5791666507720947,
"regularize": 0.3502536714076996,
"step": 185
},
{
"dpo_loss": 0.6700864434242249,
"epoch": 0.7178841309823678,
"grad_norm": 51.6918769313309,
"learning_rate": 8.084094947478554e-08,
"logits": -1.4650901556015015,
"logps": -92.19945526123047,
"loss": 1.0536,
"objective": 1.0666062831878662,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.4833333194255829,
"ranking_simple": 0.5,
"regularize": 0.3965199291706085,
"step": 190
},
{
"dpo_loss": 0.6677178740501404,
"epoch": 0.7367758186397985,
"grad_norm": 51.07369943909954,
"learning_rate": 7.952287019089686e-08,
"logits": -1.384783387184143,
"logps": -92.98999786376953,
"loss": 1.0332,
"objective": 1.0433076620101929,
"ranking_idealized": 0.6000000238418579,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3755895793437958,
"step": 195
},
{
"dpo_loss": 0.6689361333847046,
"epoch": 0.7556675062972292,
"grad_norm": 50.59449995506128,
"learning_rate": 7.817250808190483e-08,
"logits": -1.4448987245559692,
"logps": -92.8608169555664,
"loss": 1.0201,
"objective": 0.9872502684593201,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5249999761581421,
"regularize": 0.31831392645835876,
"step": 200
},
{
"epoch": 0.7556675062972292,
"eval_dpo_loss": 0.6845039129257202,
"eval_logits": -1.3518892526626587,
"eval_logps": -98.55247497558594,
"eval_loss": 1.0877532958984375,
"eval_objective": 1.0928053855895996,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.519336998462677,
"eval_regularize": 0.40830138325691223,
"eval_runtime": 236.1466,
"eval_samples_per_second": 24.519,
"eval_steps_per_second": 1.533,
"step": 200
},
{
"dpo_loss": 0.6665075421333313,
"epoch": 0.77455919395466,
"grad_norm": 44.9309987154925,
"learning_rate": 7.679133974894983e-08,
"logits": -1.377119779586792,
"logps": -91.88671112060547,
"loss": 1.0103,
"objective": 1.0105198621749878,
"ranking_idealized": 0.5583333373069763,
"ranking_idealized_expo": 0.49166667461395264,
"ranking_simple": 0.49166667461395264,
"regularize": 0.34401220083236694,
"step": 205
},
{
"dpo_loss": 0.6583543419837952,
"epoch": 0.7934508816120907,
"grad_norm": 51.30313684013195,
"learning_rate": 7.538087547932585e-08,
"logits": -1.3690478801727295,
"logps": -93.26469421386719,
"loss": 1.0206,
"objective": 1.019605040550232,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5166666507720947,
"regularize": 0.3612505793571472,
"step": 210
},
{
"dpo_loss": 0.6641567349433899,
"epoch": 0.8123425692695214,
"grad_norm": 50.968568724158025,
"learning_rate": 7.394265759500347e-08,
"logits": -1.3541967868804932,
"logps": -92.59414672851562,
"loss": 1.0263,
"objective": 1.0428659915924072,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.5,
"ranking_simple": 0.5,
"regularize": 0.3787091076374054,
"step": 215
},
{
"dpo_loss": 0.6569988131523132,
"epoch": 0.8312342569269522,
"grad_norm": 53.082634877219036,
"learning_rate": 7.247825876612352e-08,
"logits": -1.4405725002288818,
"logps": -93.02523803710938,
"loss": 1.0183,
"objective": 1.0499581098556519,
"ranking_idealized": 0.6458333134651184,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5458333492279053,
"regularize": 0.3929591476917267,
"step": 220
},
{
"dpo_loss": 0.6647858023643494,
"epoch": 0.8501259445843828,
"grad_norm": 51.335148967482006,
"learning_rate": 7.098928029130528e-08,
"logits": -1.4285895824432373,
"logps": -92.1469955444336,
"loss": 1.0123,
"objective": 1.034002423286438,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5291666388511658,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3692165017127991,
"step": 225
},
{
"dpo_loss": 0.6575040221214294,
"epoch": 0.8690176322418136,
"grad_norm": 48.651529158644536,
"learning_rate": 6.947735034665001e-08,
"logits": -1.4194341897964478,
"logps": -92.3643798828125,
"loss": 1.0129,
"objective": 1.019044041633606,
"ranking_idealized": 0.6583333611488342,
"ranking_idealized_expo": 0.5666666626930237,
"ranking_simple": 0.5791666507720947,
"regularize": 0.3615398705005646,
"step": 230
},
{
"dpo_loss": 0.6606828570365906,
"epoch": 0.8879093198992444,
"grad_norm": 48.73605551669952,
"learning_rate": 6.794412220535425e-08,
"logits": -1.4252243041992188,
"logps": -91.66600799560547,
"loss": 1.0227,
"objective": 1.0363646745681763,
"ranking_idealized": 0.6791666746139526,
"ranking_idealized_expo": 0.574999988079071,
"ranking_simple": 0.5958333611488342,
"regularize": 0.375681608915329,
"step": 235
},
{
"dpo_loss": 0.661056399345398,
"epoch": 0.906801007556675,
"grad_norm": 48.248478909206035,
"learning_rate": 6.639127242987987e-08,
"logits": -1.4544317722320557,
"logps": -92.43217468261719,
"loss": 1.0019,
"objective": 1.0119422674179077,
"ranking_idealized": 0.5708333253860474,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5083333253860474,
"regularize": 0.3508855998516083,
"step": 240
},
{
"dpo_loss": 0.6545276045799255,
"epoch": 0.9256926952141058,
"grad_norm": 55.62927449157849,
"learning_rate": 6.482049903865769e-08,
"logits": -1.3181027173995972,
"logps": -92.43726348876953,
"loss": 1.0099,
"objective": 0.9958193302154541,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.4958333373069763,
"ranking_simple": 0.5208333134651184,
"regularize": 0.341291606426239,
"step": 245
},
{
"dpo_loss": 0.6624430418014526,
"epoch": 0.9445843828715366,
"grad_norm": 45.52279742153591,
"learning_rate": 6.323351964932908e-08,
"logits": -1.363103985786438,
"logps": -91.6707992553711,
"loss": 1.0173,
"objective": 1.0481780767440796,
"ranking_idealized": 0.6083333492279053,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3857349753379822,
"step": 250
},
{
"epoch": 0.9445843828715366,
"eval_dpo_loss": 0.6845124959945679,
"eval_logits": -1.3585822582244873,
"eval_logps": -99.33744812011719,
"eval_loss": 1.0862815380096436,
"eval_objective": 1.0919297933578491,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.519336998462677,
"eval_regularize": 0.40741726756095886,
"eval_runtime": 235.789,
"eval_samples_per_second": 24.556,
"eval_steps_per_second": 1.535,
"step": 250
},
{
"dpo_loss": 0.6532657742500305,
"epoch": 0.9634760705289672,
"grad_norm": 51.00987164026873,
"learning_rate": 6.163206960055652e-08,
"logits": -1.460981011390686,
"logps": -94.54005432128906,
"loss": 1.0046,
"objective": 1.0130220651626587,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5333333611488342,
"regularize": 0.359756201505661,
"step": 255
},
{
"dpo_loss": 0.6577326059341431,
"epoch": 0.982367758186398,
"grad_norm": 50.576016219867064,
"learning_rate": 6.001790005445606e-08,
"logits": -1.362568974494934,
"logps": -93.19829559326172,
"loss": 1.01,
"objective": 0.9904889464378357,
"ranking_idealized": 0.6208333373069763,
"ranking_idealized_expo": 0.550000011920929,
"ranking_simple": 0.5625,
"regularize": 0.33275625109672546,
"step": 260
},
{
"dpo_loss": 0.6527519226074219,
"epoch": 1.0012594458438286,
"grad_norm": 50.78293400345161,
"learning_rate": 5.839277608172738e-08,
"logits": -1.3711644411087036,
"logps": -93.6723403930664,
"loss": 1.0071,
"objective": 1.026816487312317,
"ranking_idealized": 0.5958333611488342,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5333333611488342,
"regularize": 0.3740644156932831,
"step": 265
},
{
"dpo_loss": 0.6553524136543274,
"epoch": 1.0201511335012594,
"grad_norm": 52.08673841750398,
"learning_rate": 5.675847473157485e-08,
"logits": -1.4852278232574463,
"logps": -94.36783599853516,
"loss": 0.9818,
"objective": 0.9954887628555298,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5416666865348816,
"regularize": 0.34013625979423523,
"step": 270
},
{
"dpo_loss": 0.6415101289749146,
"epoch": 1.0390428211586902,
"grad_norm": 44.617567180749866,
"learning_rate": 5.511678308853025e-08,
"logits": -1.4626718759536743,
"logps": -93.63671112060547,
"loss": 0.9878,
"objective": 0.9779664278030396,
"ranking_idealized": 0.5958333611488342,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5333333611488342,
"regularize": 0.33645620942115784,
"step": 275
},
{
"dpo_loss": 0.6500685811042786,
"epoch": 1.057934508816121,
"grad_norm": 47.25187912639425,
"learning_rate": 5.3469496318302197e-08,
"logits": -1.40652334690094,
"logps": -92.5146255493164,
"loss": 0.9659,
"objective": 0.9707435369491577,
"ranking_idealized": 0.5708333253860474,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5208333134651184,
"regularize": 0.3206748366355896,
"step": 280
},
{
"dpo_loss": 0.6382409930229187,
"epoch": 1.0768261964735517,
"grad_norm": 47.30764627956772,
"learning_rate": 5.1818415704788724e-08,
"logits": -1.4587684869766235,
"logps": -94.23441314697266,
"loss": 0.964,
"objective": 0.9715672135353088,
"ranking_idealized": 0.6666666865348816,
"ranking_idealized_expo": 0.5874999761581421,
"ranking_simple": 0.6083333492279053,
"regularize": 0.3333263099193573,
"step": 285
},
{
"dpo_loss": 0.6455419063568115,
"epoch": 1.0957178841309823,
"grad_norm": 45.41530383871643,
"learning_rate": 5.016534668039975e-08,
"logits": -1.3359150886535645,
"logps": -91.27457427978516,
"loss": 0.9783,
"objective": 0.9912244081497192,
"ranking_idealized": 0.6208333373069763,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5625,
"regularize": 0.3456825315952301,
"step": 290
},
{
"dpo_loss": 0.6454907655715942,
"epoch": 1.114609571788413,
"grad_norm": 52.660264254351745,
"learning_rate": 4.8512096851843375e-08,
"logits": -1.414397120475769,
"logps": -92.17057037353516,
"loss": 0.9657,
"objective": 0.964141309261322,
"ranking_idealized": 0.625,
"ranking_idealized_expo": 0.5625,
"ranking_simple": 0.5708333253860474,
"regularize": 0.31865036487579346,
"step": 295
},
{
"dpo_loss": 0.6478288173675537,
"epoch": 1.1335012594458438,
"grad_norm": 55.18319202572926,
"learning_rate": 4.686047402353433e-08,
"logits": -1.482143521308899,
"logps": -93.26191711425781,
"loss": 0.9755,
"objective": 0.9665765762329102,
"ranking_idealized": 0.612500011920929,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5583333373069763,
"regularize": 0.31874755024909973,
"step": 300
},
{
"epoch": 1.1335012594458438,
"eval_dpo_loss": 0.6826499700546265,
"eval_logits": -1.3663146495819092,
"eval_logps": -99.1143798828125,
"eval_loss": 1.0829436779022217,
"eval_objective": 1.08933687210083,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5214088559150696,
"eval_regularize": 0.40668678283691406,
"eval_runtime": 235.9585,
"eval_samples_per_second": 24.538,
"eval_steps_per_second": 1.534,
"step": 300
},
{
"dpo_loss": 0.6493499875068665,
"epoch": 1.1523929471032746,
"grad_norm": 45.82300619637504,
"learning_rate": 4.521228422078649e-08,
"logits": -1.386905550956726,
"logps": -92.7632064819336,
"loss": 0.9773,
"objective": 0.9832318425178528,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5375000238418579,
"regularize": 0.33388179540634155,
"step": 305
},
{
"dpo_loss": 0.643381655216217,
"epoch": 1.1712846347607053,
"grad_norm": 43.431490164469025,
"learning_rate": 4.3569329714950706e-08,
"logits": -1.4345782995224,
"logps": -92.81407928466797,
"loss": 0.9734,
"objective": 0.9835326671600342,
"ranking_idealized": 0.625,
"ranking_idealized_expo": 0.5458333492279053,
"ranking_simple": 0.574999988079071,
"regularize": 0.3401508927345276,
"step": 310
},
{
"dpo_loss": 0.6410504579544067,
"epoch": 1.190176322418136,
"grad_norm": 47.92691613928351,
"learning_rate": 4.1933407052657454e-08,
"logits": -1.406593918800354,
"logps": -94.20066833496094,
"loss": 0.9734,
"objective": 0.9850514531135559,
"ranking_idealized": 0.5333333611488342,
"ranking_idealized_expo": 0.4625000059604645,
"ranking_simple": 0.4791666567325592,
"regularize": 0.3440004587173462,
"step": 315
},
{
"dpo_loss": 0.6493880748748779,
"epoch": 1.2090680100755669,
"grad_norm": 49.39982876479276,
"learning_rate": 4.030630509131959e-08,
"logits": -1.4532923698425293,
"logps": -92.71504974365234,
"loss": 0.9679,
"objective": 0.961419939994812,
"ranking_idealized": 0.574999988079071,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5375000238418579,
"regularize": 0.31203168630599976,
"step": 320
},
{
"dpo_loss": 0.6389760971069336,
"epoch": 1.2279596977329974,
"grad_norm": 50.23647074169398,
"learning_rate": 3.8689803043042996e-08,
"logits": -1.3649462461471558,
"logps": -94.10885620117188,
"loss": 0.9416,
"objective": 0.9290289282798767,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5625,
"regularize": 0.29005277156829834,
"step": 325
},
{
"dpo_loss": 0.6403206586837769,
"epoch": 1.2468513853904282,
"grad_norm": 48.23351344804798,
"learning_rate": 3.708566852908418e-08,
"logits": -1.4762166738510132,
"logps": -92.44864654541016,
"loss": 0.9562,
"objective": 0.942139744758606,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5416666865348816,
"regularize": 0.30181899666786194,
"step": 330
},
{
"dpo_loss": 0.6417604088783264,
"epoch": 1.265743073047859,
"grad_norm": 54.445785967306286,
"learning_rate": 3.54956556469825e-08,
"logits": -1.446532130241394,
"logps": -92.52754974365234,
"loss": 0.9746,
"objective": 0.9908974766731262,
"ranking_idealized": 0.5666666626930237,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.5041666626930237,
"regularize": 0.3491368889808655,
"step": 335
},
{
"dpo_loss": 0.6481935977935791,
"epoch": 1.2846347607052897,
"grad_norm": 43.30323866491239,
"learning_rate": 3.392150305248024e-08,
"logits": -1.416210651397705,
"logps": -92.2144775390625,
"loss": 0.9605,
"objective": 0.9179424047470093,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5249999761581421,
"regularize": 0.2697486877441406,
"step": 340
},
{
"dpo_loss": 0.6473791599273682,
"epoch": 1.3035264483627205,
"grad_norm": 46.63436114142443,
"learning_rate": 3.236493205832794e-08,
"logits": -1.4570471048355103,
"logps": -93.01604461669922,
"loss": 0.9614,
"objective": 0.9653963446617126,
"ranking_idealized": 0.5541666746139526,
"ranking_idealized_expo": 0.4749999940395355,
"ranking_simple": 0.4958333373069763,
"regularize": 0.3180171847343445,
"step": 345
},
{
"dpo_loss": 0.6448249816894531,
"epoch": 1.322418136020151,
"grad_norm": 48.68063353112031,
"learning_rate": 3.082764475205442e-08,
"logits": -1.4262375831604004,
"logps": -92.78704071044922,
"loss": 0.9708,
"objective": 0.9741830229759216,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.550000011920929,
"regularize": 0.32935774326324463,
"step": 350
},
{
"epoch": 1.322418136020151,
"eval_dpo_loss": 0.6832794547080994,
"eval_logits": -1.3642104864120483,
"eval_logps": -99.26692962646484,
"eval_loss": 1.082851767539978,
"eval_objective": 1.0900707244873047,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5220994353294373,
"eval_regularize": 0.4067910611629486,
"eval_runtime": 235.8313,
"eval_samples_per_second": 24.551,
"eval_steps_per_second": 1.535,
"step": 350
},
{
"dpo_loss": 0.6446579098701477,
"epoch": 1.341309823677582,
"grad_norm": 44.218673755410634,
"learning_rate": 2.9311322134758836e-08,
"logits": -1.4359955787658691,
"logps": -91.50603485107422,
"loss": 0.9673,
"objective": 0.991865873336792,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3472079634666443,
"step": 355
},
{
"dpo_loss": 0.6347137689590454,
"epoch": 1.3602015113350125,
"grad_norm": 46.29947549071951,
"learning_rate": 2.7817622282960812e-08,
"logits": -1.430161714553833,
"logps": -94.7589340209961,
"loss": 0.9565,
"objective": 0.9400501251220703,
"ranking_idealized": 0.5666666626930237,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5291666388511658,
"regularize": 0.3053361773490906,
"step": 360
},
{
"dpo_loss": 0.6405820250511169,
"epoch": 1.3790931989924433,
"grad_norm": 47.287766896204,
"learning_rate": 2.6348178535517962e-08,
"logits": -1.4314912557601929,
"logps": -93.3971939086914,
"loss": 0.9446,
"objective": 0.9586126208305359,
"ranking_idealized": 0.5958333611488342,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.550000011920929,
"regularize": 0.31803005933761597,
"step": 365
},
{
"dpo_loss": 0.6399816274642944,
"epoch": 1.397984886649874,
"grad_norm": 47.51527080377652,
"learning_rate": 2.4904597707593977e-08,
"logits": -1.4040166139602661,
"logps": -93.57247924804688,
"loss": 0.9651,
"objective": 0.9659475088119507,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5208333134651184,
"regularize": 0.32596567273139954,
"step": 370
},
{
"dpo_loss": 0.6420871615409851,
"epoch": 1.4168765743073048,
"grad_norm": 45.177183298812,
"learning_rate": 2.3488458333629773e-08,
"logits": -1.362334966659546,
"logps": -94.35677337646484,
"loss": 0.9574,
"objective": 0.9662178754806519,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.4749999940395355,
"ranking_simple": 0.5166666507720947,
"regularize": 0.3241305351257324,
"step": 375
},
{
"dpo_loss": 0.6476179957389832,
"epoch": 1.4357682619647356,
"grad_norm": 42.51629065900929,
"learning_rate": 2.21013089412392e-08,
"logits": -1.4462828636169434,
"logps": -93.31849670410156,
"loss": 0.9686,
"objective": 0.9625572562217712,
"ranking_idealized": 0.6499999761581421,
"ranking_idealized_expo": 0.5791666507720947,
"ranking_simple": 0.6000000238418579,
"regularize": 0.31493937969207764,
"step": 380
},
{
"dpo_loss": 0.6483107209205627,
"epoch": 1.4546599496221662,
"grad_norm": 50.494940681761314,
"learning_rate": 2.0744666357916923e-08,
"logits": -1.3696460723876953,
"logps": -93.16974639892578,
"loss": 0.9674,
"objective": 0.9437763690948486,
"ranking_idealized": 0.5625,
"ranking_idealized_expo": 0.4625000059604645,
"ranking_simple": 0.4791666567325592,
"regularize": 0.2954654395580292,
"step": 385
},
{
"dpo_loss": 0.6387519836425781,
"epoch": 1.473551637279597,
"grad_norm": 48.0772224935248,
"learning_rate": 1.942001405240979e-08,
"logits": -1.4375274181365967,
"logps": -93.4893798828125,
"loss": 0.951,
"objective": 0.9498422145843506,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5666666626930237,
"regularize": 0.3110901117324829,
"step": 390
},
{
"dpo_loss": 0.6425871253013611,
"epoch": 1.4924433249370277,
"grad_norm": 50.00168420726503,
"learning_rate": 1.8128800512565513e-08,
"logits": -1.4277968406677246,
"logps": -92.17271423339844,
"loss": 0.9714,
"objective": 0.9966804385185242,
"ranking_idealized": 0.6083333492279053,
"ranking_idealized_expo": 0.4958333373069763,
"ranking_simple": 0.5041666626930237,
"regularize": 0.3540932834148407,
"step": 395
},
{
"dpo_loss": 0.6415828466415405,
"epoch": 1.5113350125944585,
"grad_norm": 47.59483679412131,
"learning_rate": 1.6872437661432515e-08,
"logits": -1.4341318607330322,
"logps": -94.33455657958984,
"loss": 0.968,
"objective": 0.9913274049758911,
"ranking_idealized": 0.6000000238418579,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5458333492279053,
"regularize": 0.3497445285320282,
"step": 400
},
{
"epoch": 1.5113350125944585,
"eval_dpo_loss": 0.6832301616668701,
"eval_logits": -1.3681507110595703,
"eval_logps": -99.251953125,
"eval_loss": 1.0828720331192017,
"eval_objective": 1.090120792388916,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5214088559150696,
"eval_regularize": 0.4068906307220459,
"eval_runtime": 235.2584,
"eval_samples_per_second": 24.611,
"eval_steps_per_second": 1.539,
"step": 400
},
{
"dpo_loss": 0.645163357257843,
"epoch": 1.5302267002518892,
"grad_norm": 47.34605640737913,
"learning_rate": 1.5652299313342772e-08,
"logits": -1.4498835802078247,
"logps": -94.09959411621094,
"loss": 0.9622,
"objective": 0.9742183089256287,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5166666507720947,
"regularize": 0.3290548026561737,
"step": 405
},
{
"dpo_loss": 0.6364944577217102,
"epoch": 1.5491183879093198,
"grad_norm": 49.26429643097485,
"learning_rate": 1.4469719671666041e-08,
"logits": -1.3392701148986816,
"logps": -93.40227508544922,
"loss": 0.9596,
"objective": 0.970222532749176,
"ranking_idealized": 0.612500011920929,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5625,
"regularize": 0.33372804522514343,
"step": 410
},
{
"dpo_loss": 0.6261176466941833,
"epoch": 1.5680100755667508,
"grad_norm": 47.529393740735564,
"learning_rate": 1.3325991869878012e-08,
"logits": -1.398348093032837,
"logps": -93.3853530883789,
"loss": 0.9724,
"objective": 0.9390360116958618,
"ranking_idealized": 0.5291666388511658,
"ranking_idealized_expo": 0.4583333432674408,
"ranking_simple": 0.48750001192092896,
"regularize": 0.3129182457923889,
"step": 415
},
{
"dpo_loss": 0.6377049088478088,
"epoch": 1.5869017632241813,
"grad_norm": 57.43753774126503,
"learning_rate": 1.222236655753791e-08,
"logits": -1.4465179443359375,
"logps": -92.30918884277344,
"loss": 0.9625,
"objective": 0.9549995064735413,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.49166667461395264,
"ranking_simple": 0.5166666507720947,
"regularize": 0.31729447841644287,
"step": 420
},
{
"dpo_loss": 0.6409914493560791,
"epoch": 1.605793450881612,
"grad_norm": 48.69171129272466,
"learning_rate": 1.1160050532721526e-08,
"logits": -1.4412765502929688,
"logps": -92.86591339111328,
"loss": 0.9543,
"objective": 0.9196628928184509,
"ranking_idealized": 0.5625,
"ranking_idealized_expo": 0.46666666865348816,
"ranking_simple": 0.48750001192092896,
"regularize": 0.27867138385772705,
"step": 425
},
{
"dpo_loss": 0.6387853622436523,
"epoch": 1.6246851385390428,
"grad_norm": 45.275230591779184,
"learning_rate": 1.0140205422405212e-08,
"logits": -1.4535937309265137,
"logps": -92.8780517578125,
"loss": 0.9509,
"objective": 0.9649083018302917,
"ranking_idealized": 0.6208333373069763,
"ranking_idealized_expo": 0.574999988079071,
"ranking_simple": 0.5791666507720947,
"regularize": 0.3261227011680603,
"step": 430
},
{
"dpo_loss": 0.6288203001022339,
"epoch": 1.6435768261964736,
"grad_norm": 44.1758284644859,
"learning_rate": 9.163946412243894e-09,
"logits": -1.4540935754776,
"logps": -93.5007553100586,
"loss": 0.9616,
"objective": 0.9557725191116333,
"ranking_idealized": 0.6416666507720947,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5791666507720947,
"regularize": 0.32695215940475464,
"step": 435
},
{
"dpo_loss": 0.6319211721420288,
"epoch": 1.6624685138539044,
"grad_norm": 47.357355663292644,
"learning_rate": 8.232341027131883e-09,
"logits": -1.4391558170318604,
"logps": -92.56800079345703,
"loss": 0.9484,
"objective": 0.9231205582618713,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5583333373069763,
"regularize": 0.2911991775035858,
"step": 440
},
{
"dpo_loss": 0.6425955295562744,
"epoch": 1.681360201511335,
"grad_norm": 46.443814611627765,
"learning_rate": 7.346407963880136e-09,
"logits": -1.4678118228912354,
"logps": -92.27074432373047,
"loss": 0.9664,
"objective": 0.949626624584198,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5541666746139526,
"regularize": 0.3070310652256012,
"step": 445
},
{
"dpo_loss": 0.6390999555587769,
"epoch": 1.700251889168766,
"grad_norm": 49.0414360352724,
"learning_rate": 6.507115977286143e-09,
"logits": -1.393315076828003,
"logps": -93.02438354492188,
"loss": 0.9495,
"objective": 0.9575169682502747,
"ranking_idealized": 0.6083333492279053,
"ranking_idealized_expo": 0.5291666388511658,
"ranking_simple": 0.5541666746139526,
"regularize": 0.31841692328453064,
"step": 450
},
{
"epoch": 1.700251889168766,
"eval_dpo_loss": 0.6830143928527832,
"eval_logits": -1.3688236474990845,
"eval_logps": -99.32157135009766,
"eval_loss": 1.0825797319412231,
"eval_objective": 1.0900212526321411,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5214088559150696,
"eval_regularize": 0.4070066511631012,
"eval_runtime": 235.5467,
"eval_samples_per_second": 24.581,
"eval_steps_per_second": 1.537,
"step": 450
},
{
"dpo_loss": 0.6333620548248291,
"epoch": 1.7191435768261965,
"grad_norm": 51.27723544337059,
"learning_rate": 5.715382820814885e-09,
"logits": -1.463624358177185,
"logps": -95.06629180908203,
"loss": 0.9525,
"objective": 0.981126070022583,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5333333611488342,
"ranking_simple": 0.5541666746139526,
"regularize": 0.34776392579078674,
"step": 455
},
{
"dpo_loss": 0.6484085321426392,
"epoch": 1.7380352644836272,
"grad_norm": 46.95616030148672,
"learning_rate": 4.972074243048896e-09,
"logits": -1.4587913751602173,
"logps": -91.8313217163086,
"loss": 0.9569,
"objective": 0.9492828845977783,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.5458333492279053,
"ranking_simple": 0.5541666746139526,
"regularize": 0.30087435245513916,
"step": 460
},
{
"dpo_loss": 0.6343809962272644,
"epoch": 1.756926952141058,
"grad_norm": 47.70310058715592,
"learning_rate": 4.278003041004779e-09,
"logits": -1.3960585594177246,
"logps": -92.12299346923828,
"loss": 0.9624,
"objective": 0.9703618884086609,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.5333333611488342,
"ranking_simple": 0.5458333492279053,
"regularize": 0.33598068356513977,
"step": 465
},
{
"dpo_loss": 0.6355936527252197,
"epoch": 1.7758186397984885,
"grad_norm": 48.36448652264405,
"learning_rate": 3.63392817135173e-09,
"logits": -1.4002528190612793,
"logps": -92.8111343383789,
"loss": 0.9635,
"objective": 0.9694804549217224,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3338867127895355,
"step": 470
},
{
"dpo_loss": 0.6456637978553772,
"epoch": 1.7947103274559195,
"grad_norm": 48.611216917206725,
"learning_rate": 3.0405539205035023e-09,
"logits": -1.4299951791763306,
"logps": -92.8174819946289,
"loss": 0.9564,
"objective": 0.9828375577926636,
"ranking_idealized": 0.6166666746139526,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5458333492279053,
"regularize": 0.3371736407279968,
"step": 475
},
{
"dpo_loss": 0.6420384645462036,
"epoch": 1.81360201511335,
"grad_norm": 46.76089409325827,
"learning_rate": 2.4985291344915673e-09,
"logits": -1.4936844110488892,
"logps": -93.58541870117188,
"loss": 0.967,
"objective": 0.9691051244735718,
"ranking_idealized": 0.550000011920929,
"ranking_idealized_expo": 0.4583333432674408,
"ranking_simple": 0.46666666865348816,
"regularize": 0.3270666301250458,
"step": 480
},
{
"dpo_loss": 0.6282381415367126,
"epoch": 1.8324937027707808,
"grad_norm": 52.789969586082115,
"learning_rate": 2.0084465094614976e-09,
"logits": -1.3527694940567017,
"logps": -94.94033813476562,
"loss": 0.9721,
"objective": 0.9742304682731628,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5333333611488342,
"regularize": 0.34599223732948303,
"step": 485
},
{
"dpo_loss": 0.6374282836914062,
"epoch": 1.8513853904282116,
"grad_norm": 47.2028496146643,
"learning_rate": 1.570841943568446e-09,
"logits": -1.430949091911316,
"logps": -93.16008758544922,
"loss": 0.9587,
"objective": 0.9563023447990417,
"ranking_idealized": 0.5874999761581421,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5416666865348816,
"regularize": 0.3188740313053131,
"step": 490
},
{
"dpo_loss": 0.6446228623390198,
"epoch": 1.8702770780856424,
"grad_norm": 47.63126102742745,
"learning_rate": 1.1861939509803687e-09,
"logits": -1.4252774715423584,
"logps": -93.47933959960938,
"loss": 0.9498,
"objective": 0.9525411128997803,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.4833333194255829,
"ranking_simple": 0.512499988079071,
"regularize": 0.30791813135147095,
"step": 495
},
{
"dpo_loss": 0.6408995985984802,
"epoch": 1.8891687657430731,
"grad_norm": 47.540323720333014,
"learning_rate": 8.54923138629815e-10,
"logits": -1.4415290355682373,
"logps": -92.98784637451172,
"loss": 0.9463,
"objective": 0.9464013576507568,
"ranking_idealized": 0.6041666865348816,
"ranking_idealized_expo": 0.5333333611488342,
"ranking_simple": 0.5541666746139526,
"regularize": 0.3055017292499542,
"step": 500
},
{
"epoch": 1.8891687657430731,
"eval_dpo_loss": 0.6829814314842224,
"eval_logits": -1.3685972690582275,
"eval_logps": -99.3604736328125,
"eval_loss": 1.0826866626739502,
"eval_objective": 1.0901830196380615,
"eval_ranking_idealized": 0.5925414562225342,
"eval_ranking_idealized_expo": 0.5165745615959167,
"eval_ranking_simple": 0.5220994353294373,
"eval_regularize": 0.40720152854919434,
"eval_runtime": 235.7418,
"eval_samples_per_second": 24.561,
"eval_steps_per_second": 1.536,
"step": 500
},
{
"dpo_loss": 0.6330133080482483,
"epoch": 1.9080604534005037,
"grad_norm": 44.27516380619689,
"learning_rate": 5.773917462864264e-10,
"logits": -1.3644249439239502,
"logps": -91.88590240478516,
"loss": 0.954,
"objective": 0.951960027217865,
"ranking_idealized": 0.5791666507720947,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5375000238418579,
"regularize": 0.3189466595649719,
"step": 505
},
{
"dpo_loss": 0.6388721466064453,
"epoch": 1.9269521410579347,
"grad_norm": 51.31132661100108,
"learning_rate": 3.53903250453047e-10,
"logits": -1.4425408840179443,
"logps": -95.0220718383789,
"loss": 0.9495,
"objective": 0.9448812007904053,
"ranking_idealized": 0.6625000238418579,
"ranking_idealized_expo": 0.5874999761581421,
"ranking_simple": 0.6000000238418579,
"regularize": 0.30600884556770325,
"step": 510
},
{
"dpo_loss": 0.638128936290741,
"epoch": 1.9458438287153652,
"grad_norm": 49.79971218067957,
"learning_rate": 1.8470203251865768e-10,
"logits": -1.4008522033691406,
"logps": -95.15757751464844,
"loss": 0.9567,
"objective": 0.9624292850494385,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.48750001192092896,
"ranking_simple": 0.512499988079071,
"regularize": 0.324300080537796,
"step": 515
},
{
"dpo_loss": 0.6457895636558533,
"epoch": 1.964735516372796,
"grad_norm": 55.67667071934356,
"learning_rate": 6.997311153086882e-11,
"logits": -1.464538335800171,
"logps": -93.64386749267578,
"loss": 0.9495,
"objective": 0.9239124059677124,
"ranking_idealized": 0.5916666388511658,
"ranking_idealized_expo": 0.5583333373069763,
"ranking_simple": 0.5708333253860474,
"regularize": 0.2781226336956024,
"step": 520
},
{
"dpo_loss": 0.6334381103515625,
"epoch": 1.9836272040302267,
"grad_norm": 50.356520924506064,
"learning_rate": 9.841941880361915e-12,
"logits": -1.4272739887237549,
"logps": -93.79329681396484,
"loss": 0.966,
"objective": 0.9610148072242737,
"ranking_idealized": 0.5666666626930237,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5375000238418579,
"regularize": 0.3275766670703888,
"step": 525
},
{
"epoch": 1.994962216624685,
"step": 528,
"total_flos": 0.0,
"train_loss": 1.010300681672313,
"train_runtime": 13850.696,
"train_samples_per_second": 7.336,
"train_steps_per_second": 0.038
}
],
"logging_steps": 5,
"max_steps": 528,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}