zephyr-8b-dpo-full / trainer_state.json
li-muyang's picture
Model save
185bae1 verified
raw
history blame contribute delete
27 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984301412872841,
"eval_steps": 500,
"global_step": 477,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0020931449502878076,
"grad_norm": 16.340937257369013,
"learning_rate": 1.0416666666666666e-08,
"logits/chosen": -1.3137571811676025,
"logits/rejected": -1.3155428171157837,
"logps/chosen": -358.085205078125,
"logps/rejected": -360.6844482421875,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.020931449502878074,
"grad_norm": 15.95485055252751,
"learning_rate": 1.0416666666666667e-07,
"logits/chosen": -1.2563481330871582,
"logits/rejected": -1.2476683855056763,
"logps/chosen": -299.458251953125,
"logps/rejected": -277.6595458984375,
"loss": 0.6933,
"rewards/accuracies": 0.5555555820465088,
"rewards/chosen": 1.3408768609224353e-05,
"rewards/margins": 0.00760088674724102,
"rewards/rejected": -0.007587478496134281,
"step": 10
},
{
"epoch": 0.04186289900575615,
"grad_norm": 14.819439660572645,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": -1.219632863998413,
"logits/rejected": -1.2203152179718018,
"logps/chosen": -312.0214538574219,
"logps/rejected": -280.1725769042969,
"loss": 0.6931,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.0031699701212346554,
"rewards/margins": 0.00014753341383766383,
"rewards/rejected": 0.003022436983883381,
"step": 20
},
{
"epoch": 0.06279434850863422,
"grad_norm": 15.080656700275002,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": -1.2369500398635864,
"logits/rejected": -1.2387772798538208,
"logps/chosen": -289.1150207519531,
"logps/rejected": -249.2782745361328,
"loss": 0.6891,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": 0.030798697844147682,
"rewards/margins": 0.002891167066991329,
"rewards/rejected": 0.027907531708478928,
"step": 30
},
{
"epoch": 0.0837257980115123,
"grad_norm": 14.89428955444734,
"learning_rate": 4.1666666666666667e-07,
"logits/chosen": -1.223825216293335,
"logits/rejected": -1.2183074951171875,
"logps/chosen": -257.38848876953125,
"logps/rejected": -259.7073669433594,
"loss": 0.6779,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": 0.10449536889791489,
"rewards/margins": 0.02815863862633705,
"rewards/rejected": 0.07633672654628754,
"step": 40
},
{
"epoch": 0.10465724751439037,
"grad_norm": 14.339684271853905,
"learning_rate": 4.999731868769026e-07,
"logits/chosen": -1.2123075723648071,
"logits/rejected": -1.2090098857879639,
"logps/chosen": -284.5002746582031,
"logps/rejected": -270.3381042480469,
"loss": 0.6612,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.1965118646621704,
"rewards/margins": 0.08109600841999054,
"rewards/rejected": 0.11541587114334106,
"step": 50
},
{
"epoch": 0.12558869701726844,
"grad_norm": 14.404391107962436,
"learning_rate": 4.990353313429303e-07,
"logits/chosen": -1.2295911312103271,
"logits/rejected": -1.2253326177597046,
"logps/chosen": -250.2545928955078,
"logps/rejected": -242.4825439453125,
"loss": 0.6391,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.31995826959609985,
"rewards/margins": 0.1508600413799286,
"rewards/rejected": 0.16909828782081604,
"step": 60
},
{
"epoch": 0.14652014652014653,
"grad_norm": 13.80624198776984,
"learning_rate": 4.967625656594781e-07,
"logits/chosen": -1.229933500289917,
"logits/rejected": -1.225915551185608,
"logps/chosen": -291.14410400390625,
"logps/rejected": -280.30694580078125,
"loss": 0.6164,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": 0.3125011920928955,
"rewards/margins": 0.19667133688926697,
"rewards/rejected": 0.11582987010478973,
"step": 70
},
{
"epoch": 0.1674515960230246,
"grad_norm": 16.377957325997038,
"learning_rate": 4.93167072587771e-07,
"logits/chosen": -1.2333672046661377,
"logits/rejected": -1.2266961336135864,
"logps/chosen": -322.6647644042969,
"logps/rejected": -255.389404296875,
"loss": 0.5995,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.28232404589653015,
"rewards/margins": 0.330217182636261,
"rewards/rejected": -0.047893110662698746,
"step": 80
},
{
"epoch": 0.18838304552590268,
"grad_norm": 14.043489999345669,
"learning_rate": 4.882681251368548e-07,
"logits/chosen": -1.2742656469345093,
"logits/rejected": -1.2482376098632812,
"logps/chosen": -253.7241973876953,
"logps/rejected": -265.04833984375,
"loss": 0.5696,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.06319811195135117,
"rewards/margins": 0.394509494304657,
"rewards/rejected": -0.3313114047050476,
"step": 90
},
{
"epoch": 0.20931449502878074,
"grad_norm": 12.760977388847909,
"learning_rate": 4.820919832540181e-07,
"logits/chosen": -1.2820088863372803,
"logits/rejected": -1.2887402772903442,
"logps/chosen": -302.23724365234375,
"logps/rejected": -294.84930419921875,
"loss": 0.569,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -0.11593605577945709,
"rewards/margins": 0.5848953723907471,
"rewards/rejected": -0.7008314728736877,
"step": 100
},
{
"epoch": 0.2302459445316588,
"grad_norm": 13.965126785422115,
"learning_rate": 4.7467175306295647e-07,
"logits/chosen": -1.2517648935317993,
"logits/rejected": -1.2490425109863281,
"logps/chosen": -291.33343505859375,
"logps/rejected": -285.234130859375,
"loss": 0.5798,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.13307788968086243,
"rewards/margins": 0.5294880270957947,
"rewards/rejected": -0.6625660061836243,
"step": 110
},
{
"epoch": 0.25117739403453687,
"grad_norm": 14.338557887990715,
"learning_rate": 4.6604720940421207e-07,
"logits/chosen": -1.1928507089614868,
"logits/rejected": -1.2148034572601318,
"logps/chosen": -269.4814758300781,
"logps/rejected": -275.809814453125,
"loss": 0.5552,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -0.0706900805234909,
"rewards/margins": 0.551015317440033,
"rewards/rejected": -0.6217054128646851,
"step": 120
},
{
"epoch": 0.272108843537415,
"grad_norm": 13.380124741562339,
"learning_rate": 4.5626458262912735e-07,
"logits/chosen": -1.2292916774749756,
"logits/rejected": -1.2278550863265991,
"logps/chosen": -279.93707275390625,
"logps/rejected": -283.0473937988281,
"loss": 0.5332,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.029192794114351273,
"rewards/margins": 0.5927339792251587,
"rewards/rejected": -0.5635411739349365,
"step": 130
},
{
"epoch": 0.29304029304029305,
"grad_norm": 19.13310763479197,
"learning_rate": 4.453763107901675e-07,
"logits/chosen": -1.2881428003311157,
"logits/rejected": -1.2795203924179077,
"logps/chosen": -317.7713928222656,
"logps/rejected": -281.768310546875,
"loss": 0.5385,
"rewards/accuracies": 0.78125,
"rewards/chosen": 0.0925106629729271,
"rewards/margins": 0.792411744594574,
"rewards/rejected": -0.6999011635780334,
"step": 140
},
{
"epoch": 0.3139717425431711,
"grad_norm": 17.819771074479416,
"learning_rate": 4.3344075855595097e-07,
"logits/chosen": -1.2540961503982544,
"logits/rejected": -1.256716251373291,
"logps/chosen": -283.3349609375,
"logps/rejected": -264.36187744140625,
"loss": 0.5513,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -0.17489957809448242,
"rewards/margins": 0.6731396913528442,
"rewards/rejected": -0.8480392694473267,
"step": 150
},
{
"epoch": 0.3349031920460492,
"grad_norm": 14.045308941417,
"learning_rate": 4.2052190435769554e-07,
"logits/chosen": -1.2732188701629639,
"logits/rejected": -1.2924416065216064,
"logps/chosen": -279.59515380859375,
"logps/rejected": -270.7580261230469,
"loss": 0.5395,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.07183124125003815,
"rewards/margins": 0.7724566459655762,
"rewards/rejected": -0.8442879915237427,
"step": 160
},
{
"epoch": 0.35583464154892724,
"grad_norm": 14.389219742552266,
"learning_rate": 4.0668899744407567e-07,
"logits/chosen": -1.2052724361419678,
"logits/rejected": -1.2073228359222412,
"logps/chosen": -262.7742004394531,
"logps/rejected": -249.1964111328125,
"loss": 0.546,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.12547028064727783,
"rewards/margins": 0.5785378217697144,
"rewards/rejected": -0.7040081024169922,
"step": 170
},
{
"epoch": 0.37676609105180536,
"grad_norm": 14.416540854634023,
"learning_rate": 3.920161866827889e-07,
"logits/chosen": -1.261725664138794,
"logits/rejected": -1.2505862712860107,
"logps/chosen": -275.26007080078125,
"logps/rejected": -264.3808288574219,
"loss": 0.5191,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -0.180962473154068,
"rewards/margins": 0.6575189828872681,
"rewards/rejected": -0.8384815454483032,
"step": 180
},
{
"epoch": 0.3976975405546834,
"grad_norm": 16.121736171233948,
"learning_rate": 3.765821230985757e-07,
"logits/chosen": -1.2564064264297485,
"logits/rejected": -1.2468352317810059,
"logps/chosen": -269.68450927734375,
"logps/rejected": -278.04510498046875,
"loss": 0.53,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -0.22583866119384766,
"rewards/margins": 0.6085832715034485,
"rewards/rejected": -0.8344219326972961,
"step": 190
},
{
"epoch": 0.4186289900575615,
"grad_norm": 72.96841658583594,
"learning_rate": 3.604695382782159e-07,
"logits/chosen": -1.2191921472549438,
"logits/rejected": -1.235925316810608,
"logps/chosen": -258.74053955078125,
"logps/rejected": -288.37237548828125,
"loss": 0.5526,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": -0.37098079919815063,
"rewards/margins": 0.4539188742637634,
"rewards/rejected": -0.8248996734619141,
"step": 200
},
{
"epoch": 0.43956043956043955,
"grad_norm": 17.453963247637727,
"learning_rate": 3.4376480090239047e-07,
"logits/chosen": -1.2523726224899292,
"logits/rejected": -1.2435147762298584,
"logps/chosen": -314.97119140625,
"logps/rejected": -277.51654052734375,
"loss": 0.5439,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.18608003854751587,
"rewards/margins": 0.7605607509613037,
"rewards/rejected": -0.94664067029953,
"step": 210
},
{
"epoch": 0.4604918890633176,
"grad_norm": 15.908490762668235,
"learning_rate": 3.265574537815398e-07,
"logits/chosen": -1.2073228359222412,
"logits/rejected": -1.2404286861419678,
"logps/chosen": -237.31582641601562,
"logps/rejected": -261.70037841796875,
"loss": 0.527,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -0.21793127059936523,
"rewards/margins": 0.7825945019721985,
"rewards/rejected": -1.0005258321762085,
"step": 220
},
{
"epoch": 0.48142333856619574,
"grad_norm": 16.31169658586331,
"learning_rate": 3.0893973387735683e-07,
"logits/chosen": -1.2508623600006104,
"logits/rejected": -1.247154712677002,
"logps/chosen": -260.1632080078125,
"logps/rejected": -257.7186279296875,
"loss": 0.527,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.09356329590082169,
"rewards/margins": 0.9371424913406372,
"rewards/rejected": -1.0307056903839111,
"step": 230
},
{
"epoch": 0.5023547880690737,
"grad_norm": 14.990862329437586,
"learning_rate": 2.910060778827554e-07,
"logits/chosen": -1.2494900226593018,
"logits/rejected": -1.2233803272247314,
"logps/chosen": -288.9205322265625,
"logps/rejected": -287.9413757324219,
"loss": 0.4961,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.2458188533782959,
"rewards/margins": 0.8366943597793579,
"rewards/rejected": -1.0825130939483643,
"step": 240
},
{
"epoch": 0.5232862375719518,
"grad_norm": 17.284585165133276,
"learning_rate": 2.7285261601056697e-07,
"logits/chosen": -1.2617541551589966,
"logits/rejected": -1.233609914779663,
"logps/chosen": -287.88665771484375,
"logps/rejected": -269.63671875,
"loss": 0.5159,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -0.4091765880584717,
"rewards/margins": 1.0085241794586182,
"rewards/rejected": -1.4177007675170898,
"step": 250
},
{
"epoch": 0.54421768707483,
"grad_norm": 16.30189212914588,
"learning_rate": 2.5457665670441937e-07,
"logits/chosen": -1.3039329051971436,
"logits/rejected": -1.3189932107925415,
"logps/chosen": -273.03094482421875,
"logps/rejected": -272.4352111816406,
"loss": 0.5116,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.6695433855056763,
"rewards/margins": 0.7468977570533752,
"rewards/rejected": -1.4164413213729858,
"step": 260
},
{
"epoch": 0.565149136577708,
"grad_norm": 16.278994247151147,
"learning_rate": 2.3627616503391812e-07,
"logits/chosen": -1.251950979232788,
"logits/rejected": -1.2527947425842285,
"logps/chosen": -309.84271240234375,
"logps/rejected": -300.3086853027344,
"loss": 0.5241,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.5385168790817261,
"rewards/margins": 0.9867380261421204,
"rewards/rejected": -1.5252548456192017,
"step": 270
},
{
"epoch": 0.5860805860805861,
"grad_norm": 18.46433312907332,
"learning_rate": 2.1804923757009882e-07,
"logits/chosen": -1.201102614402771,
"logits/rejected": -1.220724105834961,
"logps/chosen": -264.5877685546875,
"logps/rejected": -256.20599365234375,
"loss": 0.5223,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3720601201057434,
"rewards/margins": 0.8117911219596863,
"rewards/rejected": -1.1838513612747192,
"step": 280
},
{
"epoch": 0.6070120355834642,
"grad_norm": 15.847830198038507,
"learning_rate": 1.9999357655598891e-07,
"logits/chosen": -1.2599542140960693,
"logits/rejected": -1.233518362045288,
"logps/chosen": -257.46136474609375,
"logps/rejected": -277.2739562988281,
"loss": 0.5181,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -0.46861186623573303,
"rewards/margins": 0.8282958269119263,
"rewards/rejected": -1.296907663345337,
"step": 290
},
{
"epoch": 0.6279434850863422,
"grad_norm": 14.949024890685736,
"learning_rate": 1.8220596619089573e-07,
"logits/chosen": -1.2312617301940918,
"logits/rejected": -1.2143806219100952,
"logps/chosen": -336.4346008300781,
"logps/rejected": -305.5640563964844,
"loss": 0.4966,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -0.49016547203063965,
"rewards/margins": 0.7988624572753906,
"rewards/rejected": -1.2890279293060303,
"step": 300
},
{
"epoch": 0.6488749345892203,
"grad_norm": 16.813422745977434,
"learning_rate": 1.647817538357072e-07,
"logits/chosen": -1.2181973457336426,
"logits/rejected": -1.198678970336914,
"logps/chosen": -315.1355895996094,
"logps/rejected": -281.01611328125,
"loss": 0.4986,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -0.46934041380882263,
"rewards/margins": 0.9643914103507996,
"rewards/rejected": -1.4337317943572998,
"step": 310
},
{
"epoch": 0.6698063840920984,
"grad_norm": 17.925744659126426,
"learning_rate": 1.478143389201113e-07,
"logits/chosen": -1.2826982736587524,
"logits/rejected": -1.260918378829956,
"logps/chosen": -264.7817077636719,
"logps/rejected": -253.742431640625,
"loss": 0.4854,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.37943515181541443,
"rewards/margins": 0.9557247161865234,
"rewards/rejected": -1.3351598978042603,
"step": 320
},
{
"epoch": 0.6907378335949764,
"grad_norm": 16.065419444341575,
"learning_rate": 1.3139467229135998e-07,
"logits/chosen": -1.2470223903656006,
"logits/rejected": -1.2457056045532227,
"logps/chosen": -281.67779541015625,
"logps/rejected": -292.11993408203125,
"loss": 0.5031,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.27068477869033813,
"rewards/margins": 0.8681548833847046,
"rewards/rejected": -1.1388397216796875,
"step": 330
},
{
"epoch": 0.7116692830978545,
"grad_norm": 19.080459880375884,
"learning_rate": 1.1561076868822755e-07,
"logits/chosen": -1.177343726158142,
"logits/rejected": -1.1864651441574097,
"logps/chosen": -304.8360595703125,
"logps/rejected": -294.51251220703125,
"loss": 0.5087,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.46762943267822266,
"rewards/margins": 0.8512303233146667,
"rewards/rejected": -1.3188598155975342,
"step": 340
},
{
"epoch": 0.7326007326007326,
"grad_norm": 18.441162480749096,
"learning_rate": 1.0054723495346482e-07,
"logits/chosen": -1.2660634517669678,
"logits/rejected": -1.2635161876678467,
"logps/chosen": -271.19140625,
"logps/rejected": -263.1456298828125,
"loss": 0.4867,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -0.43542027473449707,
"rewards/margins": 1.0579180717468262,
"rewards/rejected": -1.4933383464813232,
"step": 350
},
{
"epoch": 0.7535321821036107,
"grad_norm": 15.426287175254291,
"learning_rate": 8.628481651367875e-08,
"logits/chosen": -1.2429046630859375,
"logits/rejected": -1.2402927875518799,
"logps/chosen": -322.0977478027344,
"logps/rejected": -301.01617431640625,
"loss": 0.5264,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.47941383719444275,
"rewards/margins": 0.9736785888671875,
"rewards/rejected": -1.453092336654663,
"step": 360
},
{
"epoch": 0.7744636316064888,
"grad_norm": 16.948130871679638,
"learning_rate": 7.289996455765748e-08,
"logits/chosen": -1.291482925415039,
"logits/rejected": -1.283089280128479,
"logps/chosen": -270.592529296875,
"logps/rejected": -257.29815673828125,
"loss": 0.514,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.3671807646751404,
"rewards/margins": 0.8553284406661987,
"rewards/rejected": -1.2225091457366943,
"step": 370
},
{
"epoch": 0.7953950811093669,
"grad_norm": 14.870629372413775,
"learning_rate": 6.046442623320145e-08,
"logits/chosen": -1.2129778861999512,
"logits/rejected": -1.2233318090438843,
"logps/chosen": -257.82354736328125,
"logps/rejected": -295.4395751953125,
"loss": 0.505,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.6078884601593018,
"rewards/margins": 1.0272793769836426,
"rewards/rejected": -1.6351678371429443,
"step": 380
},
{
"epoch": 0.8163265306122449,
"grad_norm": 21.173303854564995,
"learning_rate": 4.904486005914027e-08,
"logits/chosen": -1.2637814283370972,
"logits/rejected": -1.227350115776062,
"logps/chosen": -343.4383544921875,
"logps/rejected": -330.2360534667969,
"loss": 0.488,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -0.3783820867538452,
"rewards/margins": 0.9135732650756836,
"rewards/rejected": -1.2919553518295288,
"step": 390
},
{
"epoch": 0.837257980115123,
"grad_norm": 17.112121473067976,
"learning_rate": 3.8702478614051345e-08,
"logits/chosen": -1.2346088886260986,
"logits/rejected": -1.2416532039642334,
"logps/chosen": -271.0476989746094,
"logps/rejected": -268.0299377441406,
"loss": 0.5027,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.40478605031967163,
"rewards/margins": 0.9699586033821106,
"rewards/rejected": -1.3747446537017822,
"step": 400
},
{
"epoch": 0.858189429618001,
"grad_norm": 17.74156653235628,
"learning_rate": 2.9492720416985e-08,
"logits/chosen": -1.2814921140670776,
"logits/rejected": -1.2781927585601807,
"logps/chosen": -317.0015869140625,
"logps/rejected": -294.0724182128906,
"loss": 0.5116,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.42354822158813477,
"rewards/margins": 1.0186049938201904,
"rewards/rejected": -1.4421532154083252,
"step": 410
},
{
"epoch": 0.8791208791208791,
"grad_norm": 16.217670115768026,
"learning_rate": 2.1464952759020856e-08,
"logits/chosen": -1.146841287612915,
"logits/rejected": -1.1821863651275635,
"logps/chosen": -274.8821105957031,
"logps/rejected": -300.4873046875,
"loss": 0.4967,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.5592753291130066,
"rewards/margins": 0.9687057733535767,
"rewards/rejected": -1.527981162071228,
"step": 420
},
{
"epoch": 0.9000523286237572,
"grad_norm": 15.24751289616232,
"learning_rate": 1.4662207078575684e-08,
"logits/chosen": -1.2148033380508423,
"logits/rejected": -1.1892964839935303,
"logps/chosen": -300.93768310546875,
"logps/rejected": -297.40887451171875,
"loss": 0.4729,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.42483001947402954,
"rewards/margins": 0.965556800365448,
"rewards/rejected": -1.3903868198394775,
"step": 430
},
{
"epoch": 0.9209837781266352,
"grad_norm": 16.431523627178482,
"learning_rate": 9.12094829893642e-09,
"logits/chosen": -1.2636325359344482,
"logits/rejected": -1.2488772869110107,
"logps/chosen": -273.4022216796875,
"logps/rejected": -249.5026397705078,
"loss": 0.5065,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -0.38708069920539856,
"rewards/margins": 0.8260801434516907,
"rewards/rejected": -1.213160753250122,
"step": 440
},
{
"epoch": 0.9419152276295133,
"grad_norm": 14.749633727793965,
"learning_rate": 4.8708793644441086e-09,
"logits/chosen": -1.1481744050979614,
"logits/rejected": -1.1602979898452759,
"logps/chosen": -281.922119140625,
"logps/rejected": -289.523193359375,
"loss": 0.4946,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -0.5180338025093079,
"rewards/margins": 0.9671915173530579,
"rewards/rejected": -1.4852253198623657,
"step": 450
},
{
"epoch": 0.9628466771323915,
"grad_norm": 16.752693571204084,
"learning_rate": 1.9347820230782295e-09,
"logits/chosen": -1.2104110717773438,
"logits/rejected": -1.1974222660064697,
"logps/chosen": -281.140380859375,
"logps/rejected": -257.756103515625,
"loss": 0.5119,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.385597288608551,
"rewards/margins": 0.9535913467407227,
"rewards/rejected": -1.339188575744629,
"step": 460
},
{
"epoch": 0.9837781266352695,
"grad_norm": 16.6487775309576,
"learning_rate": 3.2839470889836627e-10,
"logits/chosen": -1.2300002574920654,
"logits/rejected": -1.2165695428848267,
"logps/chosen": -303.2815246582031,
"logps/rejected": -305.7578430175781,
"loss": 0.4778,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.34391146898269653,
"rewards/margins": 0.9113001823425293,
"rewards/rejected": -1.255211591720581,
"step": 470
},
{
"epoch": 0.9984301412872841,
"eval_logits/chosen": -1.2443331480026245,
"eval_logits/rejected": -1.2345507144927979,
"eval_logps/chosen": -279.912109375,
"eval_logps/rejected": -303.2041931152344,
"eval_loss": 0.5042367577552795,
"eval_rewards/accuracies": 0.765625,
"eval_rewards/chosen": -0.3376635015010834,
"eval_rewards/margins": 0.9887116551399231,
"eval_rewards/rejected": -1.3263752460479736,
"eval_runtime": 230.6194,
"eval_samples_per_second": 8.672,
"eval_steps_per_second": 0.139,
"step": 477
},
{
"epoch": 0.9984301412872841,
"step": 477,
"total_flos": 0.0,
"train_loss": 0.5425664483876098,
"train_runtime": 17053.3304,
"train_samples_per_second": 3.585,
"train_steps_per_second": 0.028
}
],
"logging_steps": 10,
"max_steps": 477,
"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
}