llama-3.2-3b-dpo / trainer_state.json
tanliboy's picture
Model save
f0b2c3a verified
{
"best_metric": 0.6289177536964417,
"best_model_checkpoint": "models/llama-3.2-3b-sft-dpo/checkpoint-500",
"epoch": 3.0,
"eval_steps": 100,
"global_step": 633,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004739336492890996,
"grad_norm": 18.306584799400138,
"learning_rate": 5.2631578947368416e-08,
"logits/chosen": 1.1032867431640625,
"logits/rejected": 1.1176480054855347,
"logps/chosen": -175.54205322265625,
"logps/rejected": -196.64266967773438,
"loss": 1.0,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.04739336492890995,
"grad_norm": 18.19518017806804,
"learning_rate": 5.263157894736842e-07,
"logits/chosen": 0.6209686994552612,
"logits/rejected": 0.7449740171432495,
"logps/chosen": -350.8912658691406,
"logps/rejected": -307.96142578125,
"loss": 0.9979,
"rewards/accuracies": 0.4861111044883728,
"rewards/chosen": 0.00011829059076262638,
"rewards/margins": 0.016186419874429703,
"rewards/rejected": -0.016068127006292343,
"step": 10
},
{
"epoch": 0.0947867298578199,
"grad_norm": 15.415652807377189,
"learning_rate": 9.99993455114332e-07,
"logits/chosen": 0.9229280352592468,
"logits/rejected": 0.8609384298324585,
"logps/chosen": -252.894775390625,
"logps/rejected": -263.6702575683594,
"loss": 0.9588,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.0033816881477832794,
"rewards/margins": 0.16803663969039917,
"rewards/rejected": -0.164654940366745,
"step": 20
},
{
"epoch": 0.14218009478672985,
"grad_norm": 12.850588595957225,
"learning_rate": 9.992082761369566e-07,
"logits/chosen": 0.8715411424636841,
"logits/rejected": 0.8170267343521118,
"logps/chosen": -296.8494567871094,
"logps/rejected": -305.7926025390625,
"loss": 0.8133,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 0.6128842830657959,
"rewards/margins": 1.1374889612197876,
"rewards/rejected": -0.5246046781539917,
"step": 30
},
{
"epoch": 0.1895734597156398,
"grad_norm": 14.501186311778227,
"learning_rate": 9.971164749660148e-07,
"logits/chosen": 0.9155582189559937,
"logits/rejected": 0.9567469358444214,
"logps/chosen": -313.08514404296875,
"logps/rejected": -309.0679626464844,
"loss": 0.7405,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.23792271316051483,
"rewards/margins": 2.1163926124572754,
"rewards/rejected": -1.878469467163086,
"step": 40
},
{
"epoch": 0.23696682464454977,
"grad_norm": 11.740811645701724,
"learning_rate": 9.937235266586424e-07,
"logits/chosen": 0.6986435651779175,
"logits/rejected": 0.8309999704360962,
"logps/chosen": -319.8310852050781,
"logps/rejected": -317.59918212890625,
"loss": 0.6552,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 0.6028285622596741,
"rewards/margins": 3.663621425628662,
"rewards/rejected": -3.060793161392212,
"step": 50
},
{
"epoch": 0.2843601895734597,
"grad_norm": 14.434952077378005,
"learning_rate": 9.890383118800284e-07,
"logits/chosen": 0.7444020509719849,
"logits/rejected": 0.7484663724899292,
"logps/chosen": -327.59576416015625,
"logps/rejected": -349.929931640625,
"loss": 0.6285,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": 0.3002261221408844,
"rewards/margins": 3.5275771617889404,
"rewards/rejected": -3.227351427078247,
"step": 60
},
{
"epoch": 0.33175355450236965,
"grad_norm": 10.030890442911925,
"learning_rate": 9.830730936592615e-07,
"logits/chosen": 0.7815200090408325,
"logits/rejected": 0.7069059610366821,
"logps/chosen": -252.94921875,
"logps/rejected": -323.2224426269531,
"loss": 0.6106,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 1.3401187658309937,
"rewards/margins": 5.26017427444458,
"rewards/rejected": -3.920055866241455,
"step": 70
},
{
"epoch": 0.3791469194312796,
"grad_norm": 12.131364583934603,
"learning_rate": 9.758434852922123e-07,
"logits/chosen": 0.7100412249565125,
"logits/rejected": 0.6621907353401184,
"logps/chosen": -271.33331298828125,
"logps/rejected": -328.0660705566406,
"loss": 0.59,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.908360481262207,
"rewards/margins": 4.926724910736084,
"rewards/rejected": -4.018364429473877,
"step": 80
},
{
"epoch": 0.4265402843601896,
"grad_norm": 11.822232959802975,
"learning_rate": 9.673684094754685e-07,
"logits/chosen": 0.6003296375274658,
"logits/rejected": 0.6765642762184143,
"logps/chosen": -293.85015869140625,
"logps/rejected": -305.929443359375,
"loss": 0.586,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 1.231705904006958,
"rewards/margins": 4.982685089111328,
"rewards/rejected": -3.750978946685791,
"step": 90
},
{
"epoch": 0.47393364928909953,
"grad_norm": 9.616291876594419,
"learning_rate": 9.576700487782773e-07,
"logits/chosen": 0.6642001867294312,
"logits/rejected": 0.6596721410751343,
"logps/chosen": -326.2373046875,
"logps/rejected": -381.3326110839844,
"loss": 0.5801,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 1.7316535711288452,
"rewards/margins": 6.260350704193115,
"rewards/rejected": -4.5286970138549805,
"step": 100
},
{
"epoch": 0.47393364928909953,
"eval_logits/chosen": 0.610289990901947,
"eval_logits/rejected": 0.6783497929573059,
"eval_logps/chosen": -339.33251953125,
"eval_logps/rejected": -361.24346923828125,
"eval_loss": 0.6839759349822998,
"eval_rewards/accuracies": 0.6898733973503113,
"eval_rewards/chosen": 0.6485355496406555,
"eval_rewards/margins": 3.587477684020996,
"eval_rewards/rejected": -2.9389421939849854,
"eval_runtime": 76.922,
"eval_samples_per_second": 32.5,
"eval_steps_per_second": 1.027,
"step": 100
},
{
"epoch": 0.5213270142180095,
"grad_norm": 11.519611398516883,
"learning_rate": 9.467737875821367e-07,
"logits/chosen": 0.659843385219574,
"logits/rejected": 0.6010033488273621,
"logps/chosen": -293.62200927734375,
"logps/rejected": -334.9098205566406,
"loss": 0.5742,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": 1.1434353590011597,
"rewards/margins": 5.331825256347656,
"rewards/rejected": -4.188389301300049,
"step": 110
},
{
"epoch": 0.5687203791469194,
"grad_norm": 10.75922014108817,
"learning_rate": 9.347081456399957e-07,
"logits/chosen": 0.6637296676635742,
"logits/rejected": 0.5958945155143738,
"logps/chosen": -272.2585144042969,
"logps/rejected": -393.41949462890625,
"loss": 0.5821,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.9803568124771118,
"rewards/margins": 6.413501739501953,
"rewards/rejected": -5.433144569396973,
"step": 120
},
{
"epoch": 0.6161137440758294,
"grad_norm": 11.497074098204886,
"learning_rate": 9.215047034289715e-07,
"logits/chosen": 0.6836856603622437,
"logits/rejected": 0.6638469696044922,
"logps/chosen": -275.0943603515625,
"logps/rejected": -332.6889343261719,
"loss": 0.5752,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 1.4476346969604492,
"rewards/margins": 6.094024658203125,
"rewards/rejected": -4.646389961242676,
"step": 130
},
{
"epoch": 0.6635071090047393,
"grad_norm": 9.658859904375,
"learning_rate": 9.07198019491959e-07,
"logits/chosen": 0.61662757396698,
"logits/rejected": 0.5779851675033569,
"logps/chosen": -272.382080078125,
"logps/rejected": -355.6089172363281,
"loss": 0.5468,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 0.8889511227607727,
"rewards/margins": 5.594452857971191,
"rewards/rejected": -4.705502510070801,
"step": 140
},
{
"epoch": 0.7109004739336493,
"grad_norm": 10.07652231167762,
"learning_rate": 8.918255399844853e-07,
"logits/chosen": 0.5373108983039856,
"logits/rejected": 0.654308021068573,
"logps/chosen": -330.0559997558594,
"logps/rejected": -349.55224609375,
"loss": 0.5738,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": 0.3335852324962616,
"rewards/margins": 4.550914287567139,
"rewards/rejected": -4.217329502105713,
"step": 150
},
{
"epoch": 0.7582938388625592,
"grad_norm": 8.965490487953566,
"learning_rate": 8.754275006635572e-07,
"logits/chosen": 0.565764844417572,
"logits/rejected": 0.539226233959198,
"logps/chosen": -269.29742431640625,
"logps/rejected": -355.60589599609375,
"loss": 0.5997,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": 0.5406277179718018,
"rewards/margins": 5.479567527770996,
"rewards/rejected": -4.938939571380615,
"step": 160
},
{
"epoch": 0.8056872037914692,
"grad_norm": 9.437674903727038,
"learning_rate": 8.580468215750391e-07,
"logits/chosen": 0.6932438611984253,
"logits/rejected": 0.636594831943512,
"logps/chosen": -296.7684631347656,
"logps/rejected": -367.45318603515625,
"loss": 0.5783,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 1.147369146347046,
"rewards/margins": 5.5389909744262695,
"rewards/rejected": -4.391622066497803,
"step": 170
},
{
"epoch": 0.8530805687203792,
"grad_norm": 8.5658002946873,
"learning_rate": 8.39728994715202e-07,
"logits/chosen": 0.6020892858505249,
"logits/rejected": 0.5168766379356384,
"logps/chosen": -288.558349609375,
"logps/rejected": -348.62640380859375,
"loss": 0.5531,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": 0.6757786870002747,
"rewards/margins": 5.149857997894287,
"rewards/rejected": -4.474079132080078,
"step": 180
},
{
"epoch": 0.9004739336492891,
"grad_norm": 11.065263225689659,
"learning_rate": 8.20521964960477e-07,
"logits/chosen": 0.6599653363227844,
"logits/rejected": 0.6458830237388611,
"logps/chosen": -289.4867858886719,
"logps/rejected": -342.56243896484375,
"loss": 0.5439,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 1.274778962135315,
"rewards/margins": 6.3435516357421875,
"rewards/rejected": -5.068772792816162,
"step": 190
},
{
"epoch": 0.9478672985781991,
"grad_norm": 8.426424572195439,
"learning_rate": 8.0047600457707e-07,
"logits/chosen": 0.6277160048484802,
"logits/rejected": 0.6192003488540649,
"logps/chosen": -318.033447265625,
"logps/rejected": -377.3500061035156,
"loss": 0.537,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 1.3354051113128662,
"rewards/margins": 6.755140781402588,
"rewards/rejected": -5.419735431671143,
"step": 200
},
{
"epoch": 0.9478672985781991,
"eval_logits/chosen": 0.494819700717926,
"eval_logits/rejected": 0.5648438930511475,
"eval_logps/chosen": -343.7730712890625,
"eval_logps/rejected": -372.1695861816406,
"eval_loss": 0.6514427661895752,
"eval_rewards/accuracies": 0.7278481125831604,
"eval_rewards/chosen": 0.20448331534862518,
"eval_rewards/margins": 4.236032485961914,
"eval_rewards/rejected": -4.031548976898193,
"eval_runtime": 74.0508,
"eval_samples_per_second": 33.761,
"eval_steps_per_second": 1.067,
"step": 200
},
{
"epoch": 0.995260663507109,
"grad_norm": 9.878709661135902,
"learning_rate": 7.796435816388898e-07,
"logits/chosen": 0.6760674118995667,
"logits/rejected": 0.6518660187721252,
"logps/chosen": -284.24749755859375,
"logps/rejected": -363.0601501464844,
"loss": 0.554,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.6821473836898804,
"rewards/margins": 6.51880407333374,
"rewards/rejected": -5.8366570472717285,
"step": 210
},
{
"epoch": 1.042654028436019,
"grad_norm": 10.875728154843127,
"learning_rate": 7.580792226981954e-07,
"logits/chosen": 0.5221652984619141,
"logits/rejected": 0.44479990005493164,
"logps/chosen": -281.39190673828125,
"logps/rejected": -370.33941650390625,
"loss": 0.4911,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 2.0442254543304443,
"rewards/margins": 7.068573951721191,
"rewards/rejected": -5.024348258972168,
"step": 220
},
{
"epoch": 1.0900473933649288,
"grad_norm": 10.04148994728917,
"learning_rate": 7.358393700684032e-07,
"logits/chosen": 0.5540430545806885,
"logits/rejected": 0.5128260850906372,
"logps/chosen": -279.4583435058594,
"logps/rejected": -350.32684326171875,
"loss": 0.5022,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 0.9357398152351379,
"rewards/margins": 5.9159369468688965,
"rewards/rejected": -4.980198383331299,
"step": 230
},
{
"epoch": 1.1374407582938388,
"grad_norm": 11.466420945945197,
"learning_rate": 7.129822340926043e-07,
"logits/chosen": 0.5252267122268677,
"logits/rejected": 0.6392233371734619,
"logps/chosen": -300.5268859863281,
"logps/rejected": -328.5356750488281,
"loss": 0.4908,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 1.1534405946731567,
"rewards/margins": 6.1857991218566895,
"rewards/rejected": -5.032358169555664,
"step": 240
},
{
"epoch": 1.1848341232227488,
"grad_norm": 9.714339627017372,
"learning_rate": 6.895676407844586e-07,
"logits/chosen": 0.5342652797698975,
"logits/rejected": 0.5475658178329468,
"logps/chosen": -275.02972412109375,
"logps/rejected": -325.74993896484375,
"loss": 0.4508,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 2.0915255546569824,
"rewards/margins": 6.8750715255737305,
"rewards/rejected": -4.783546447753906,
"step": 250
},
{
"epoch": 1.2322274881516588,
"grad_norm": 8.702659887264469,
"learning_rate": 6.656568752402521e-07,
"logits/chosen": 0.4584909975528717,
"logits/rejected": 0.5478152632713318,
"logps/chosen": -314.6927185058594,
"logps/rejected": -357.88226318359375,
"loss": 0.4621,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": 1.3858213424682617,
"rewards/margins": 6.8659563064575195,
"rewards/rejected": -5.480134963989258,
"step": 260
},
{
"epoch": 1.2796208530805688,
"grad_norm": 10.924278197277149,
"learning_rate": 6.413125212319663e-07,
"logits/chosen": 0.6362992525100708,
"logits/rejected": 0.6484791040420532,
"logps/chosen": -285.7840270996094,
"logps/rejected": -360.7676086425781,
"loss": 0.4712,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": 2.0224599838256836,
"rewards/margins": 7.362783908843994,
"rewards/rejected": -5.3403239250183105,
"step": 270
},
{
"epoch": 1.3270142180094786,
"grad_norm": 9.286266066829205,
"learning_rate": 6.165982974012104e-07,
"logits/chosen": 0.48062658309936523,
"logits/rejected": 0.4873732626438141,
"logps/chosen": -345.07586669921875,
"logps/rejected": -393.88165283203125,
"loss": 0.4628,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 1.449973225593567,
"rewards/margins": 7.039644718170166,
"rewards/rejected": -5.589670658111572,
"step": 280
},
{
"epoch": 1.3744075829383886,
"grad_norm": 9.83819564198541,
"learning_rate": 5.915788904827553e-07,
"logits/chosen": 0.43026304244995117,
"logits/rejected": 0.459343820810318,
"logps/chosen": -294.733154296875,
"logps/rejected": -363.80340576171875,
"loss": 0.4507,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 1.6585981845855713,
"rewards/margins": 6.437933444976807,
"rewards/rejected": -4.779335021972656,
"step": 290
},
{
"epoch": 1.4218009478672986,
"grad_norm": 8.577071743246128,
"learning_rate": 5.663197859941938e-07,
"logits/chosen": 0.6086027026176453,
"logits/rejected": 0.6251193881034851,
"logps/chosen": -262.66644287109375,
"logps/rejected": -320.42974853515625,
"loss": 0.4787,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 1.298060655593872,
"rewards/margins": 6.941515922546387,
"rewards/rejected": -5.643455505371094,
"step": 300
},
{
"epoch": 1.4218009478672986,
"eval_logits/chosen": 0.45885032415390015,
"eval_logits/rejected": 0.5325651168823242,
"eval_logps/chosen": -341.7187194824219,
"eval_logps/rejected": -371.7361145019531,
"eval_loss": 0.6386769413948059,
"eval_rewards/accuracies": 0.7215189933776855,
"eval_rewards/chosen": 0.40991881489753723,
"eval_rewards/margins": 4.398120880126953,
"eval_rewards/rejected": -3.98820161819458,
"eval_runtime": 72.3153,
"eval_samples_per_second": 34.571,
"eval_steps_per_second": 1.092,
"step": 300
},
{
"epoch": 1.4691943127962086,
"grad_norm": 12.642599504555136,
"learning_rate": 5.408870968348749e-07,
"logits/chosen": 0.46862930059432983,
"logits/rejected": 0.45317015051841736,
"logps/chosen": -269.1434631347656,
"logps/rejected": -348.3428955078125,
"loss": 0.4684,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 1.3798935413360596,
"rewards/margins": 6.562399864196777,
"rewards/rejected": -5.182506561279297,
"step": 310
},
{
"epoch": 1.5165876777251186,
"grad_norm": 9.79584839845262,
"learning_rate": 5.153473902427354e-07,
"logits/chosen": 0.47858723998069763,
"logits/rejected": 0.5644794702529907,
"logps/chosen": -321.48345947265625,
"logps/rejected": -343.6278991699219,
"loss": 0.4803,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 1.1607013940811157,
"rewards/margins": 5.799595832824707,
"rewards/rejected": -4.638894557952881,
"step": 320
},
{
"epoch": 1.5639810426540284,
"grad_norm": 8.875212778872154,
"learning_rate": 4.897675135619516e-07,
"logits/chosen": 0.47927242517471313,
"logits/rejected": 0.605729341506958,
"logps/chosen": -296.8520812988281,
"logps/rejected": -339.26220703125,
"loss": 0.48,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 1.206688404083252,
"rewards/margins": 6.4211745262146,
"rewards/rejected": -5.214486598968506,
"step": 330
},
{
"epoch": 1.6113744075829384,
"grad_norm": 9.788751062324735,
"learning_rate": 4.642144192774429e-07,
"logits/chosen": 0.6517030000686646,
"logits/rejected": 0.6343492269515991,
"logps/chosen": -256.8311767578125,
"logps/rejected": -318.10504150390625,
"loss": 0.4687,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 1.4574129581451416,
"rewards/margins": 7.180891513824463,
"rewards/rejected": -5.723478317260742,
"step": 340
},
{
"epoch": 1.6587677725118484,
"grad_norm": 8.123068784558978,
"learning_rate": 4.387549897741825e-07,
"logits/chosen": 0.43539008498191833,
"logits/rejected": 0.4823547303676605,
"logps/chosen": -322.7386474609375,
"logps/rejected": -349.6393127441406,
"loss": 0.4903,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 1.6534090042114258,
"rewards/margins": 6.494222164154053,
"rewards/rejected": -4.840813159942627,
"step": 350
},
{
"epoch": 1.7061611374407581,
"grad_norm": 10.106462346167355,
"learning_rate": 4.1345586227998634e-07,
"logits/chosen": 0.4860106110572815,
"logits/rejected": 0.48908883333206177,
"logps/chosen": -289.710693359375,
"logps/rejected": -384.22686767578125,
"loss": 0.446,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": 1.587738275527954,
"rewards/margins": 7.2089128494262695,
"rewards/rejected": -5.6211748123168945,
"step": 360
},
{
"epoch": 1.7535545023696684,
"grad_norm": 10.81635763601606,
"learning_rate": 3.883832544499735e-07,
"logits/chosen": 0.5913195013999939,
"logits/rejected": 0.5606914758682251,
"logps/chosen": -292.9503173828125,
"logps/rejected": -390.93878173828125,
"loss": 0.4592,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 1.614689588546753,
"rewards/margins": 6.656731605529785,
"rewards/rejected": -5.042041301727295,
"step": 370
},
{
"epoch": 1.8009478672985781,
"grad_norm": 10.495084061438284,
"learning_rate": 3.636027910492114e-07,
"logits/chosen": 0.4658740162849426,
"logits/rejected": 0.5308722257614136,
"logps/chosen": -305.28753662109375,
"logps/rejected": -352.7513122558594,
"loss": 0.4648,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": 1.0712064504623413,
"rewards/margins": 6.167966365814209,
"rewards/rejected": -5.096759796142578,
"step": 380
},
{
"epoch": 1.8483412322274881,
"grad_norm": 11.413974134819627,
"learning_rate": 3.3917933218718566e-07,
"logits/chosen": 0.6185089349746704,
"logits/rejected": 0.6838531494140625,
"logps/chosen": -284.1628112792969,
"logps/rejected": -333.17657470703125,
"loss": 0.4426,
"rewards/accuracies": 0.8125,
"rewards/chosen": 1.4776874780654907,
"rewards/margins": 6.398137092590332,
"rewards/rejected": -4.920449733734131,
"step": 390
},
{
"epoch": 1.8957345971563981,
"grad_norm": 9.664147195442332,
"learning_rate": 3.151768035536698e-07,
"logits/chosen": 0.6407091617584229,
"logits/rejected": 0.6542560458183289,
"logps/chosen": -284.20037841796875,
"logps/rejected": -345.27880859375,
"loss": 0.4559,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 2.0247559547424316,
"rewards/margins": 7.09304141998291,
"rewards/rejected": -5.0682854652404785,
"step": 400
},
{
"epoch": 1.8957345971563981,
"eval_logits/chosen": 0.41101595759391785,
"eval_logits/rejected": 0.4840773642063141,
"eval_logps/chosen": -338.1277160644531,
"eval_logps/rejected": -368.54248046875,
"eval_loss": 0.6332134008407593,
"eval_rewards/accuracies": 0.7341772317886353,
"eval_rewards/chosen": 0.7690173983573914,
"eval_rewards/margins": 4.437857151031494,
"eval_rewards/rejected": -3.668839931488037,
"eval_runtime": 72.5998,
"eval_samples_per_second": 34.435,
"eval_steps_per_second": 1.088,
"step": 400
},
{
"epoch": 1.943127962085308,
"grad_norm": 10.263641095491934,
"learning_rate": 2.9165802910033603e-07,
"logits/chosen": 0.5565508604049683,
"logits/rejected": 0.5877315402030945,
"logps/chosen": -328.7551574707031,
"logps/rejected": -364.5121154785156,
"loss": 0.4644,
"rewards/accuracies": 0.78125,
"rewards/chosen": 1.852020502090454,
"rewards/margins": 6.0383710861206055,
"rewards/rejected": -4.186350345611572,
"step": 410
},
{
"epoch": 1.9905213270142181,
"grad_norm": 8.889403142715599,
"learning_rate": 2.686845666060415e-07,
"logits/chosen": 0.5102426409721375,
"logits/rejected": 0.43454083800315857,
"logps/chosen": -271.08160400390625,
"logps/rejected": -369.26458740234375,
"loss": 0.461,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": 1.6376615762710571,
"rewards/margins": 7.588493347167969,
"rewards/rejected": -5.950831413269043,
"step": 420
},
{
"epoch": 2.037914691943128,
"grad_norm": 7.4495856256114195,
"learning_rate": 2.4631654655618287e-07,
"logits/chosen": 0.37354058027267456,
"logits/rejected": 0.4436867833137512,
"logps/chosen": -310.15802001953125,
"logps/rejected": -382.03253173828125,
"loss": 0.3945,
"rewards/accuracies": 0.8125,
"rewards/chosen": 1.8288238048553467,
"rewards/margins": 7.114483833312988,
"rewards/rejected": -5.2856597900390625,
"step": 430
},
{
"epoch": 2.085308056872038,
"grad_norm": 8.829254132221473,
"learning_rate": 2.2461251475783155e-07,
"logits/chosen": 0.5162326693534851,
"logits/rejected": 0.4021889567375183,
"logps/chosen": -288.923095703125,
"logps/rejected": -389.34979248046875,
"loss": 0.3748,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 1.8741111755371094,
"rewards/margins": 7.6665802001953125,
"rewards/rejected": -5.792468547821045,
"step": 440
},
{
"epoch": 2.132701421800948,
"grad_norm": 8.156529944948277,
"learning_rate": 2.0362927910258986e-07,
"logits/chosen": 0.45688456296920776,
"logits/rejected": 0.4526469111442566,
"logps/chosen": -253.50131225585938,
"logps/rejected": -349.1957702636719,
"loss": 0.4147,
"rewards/accuracies": 0.875,
"rewards/chosen": 2.0875327587127686,
"rewards/margins": 8.09435749053955,
"rewards/rejected": -6.006823539733887,
"step": 450
},
{
"epoch": 2.1800947867298577,
"grad_norm": 7.824692642426332,
"learning_rate": 1.8342176087824573e-07,
"logits/chosen": 0.4325633645057678,
"logits/rejected": 0.3565566837787628,
"logps/chosen": -284.46624755859375,
"logps/rejected": -372.12091064453125,
"loss": 0.3992,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 1.8221031427383423,
"rewards/margins": 7.619426727294922,
"rewards/rejected": -5.797322750091553,
"step": 460
},
{
"epoch": 2.227488151658768,
"grad_norm": 13.407256371457692,
"learning_rate": 1.6404285101840565e-07,
"logits/chosen": 0.3386808931827545,
"logits/rejected": 0.47734910249710083,
"logps/chosen": -331.7251892089844,
"logps/rejected": -367.4866638183594,
"loss": 0.3822,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 1.9130542278289795,
"rewards/margins": 7.692631721496582,
"rewards/rejected": -5.779577732086182,
"step": 470
},
{
"epoch": 2.2748815165876777,
"grad_norm": 10.86707059625683,
"learning_rate": 1.455432716663517e-07,
"logits/chosen": 0.36686116456985474,
"logits/rejected": 0.48829737305641174,
"logps/chosen": -285.77008056640625,
"logps/rejected": -328.3174743652344,
"loss": 0.4089,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": 1.7794748544692993,
"rewards/margins": 6.214818477630615,
"rewards/rejected": -4.435343265533447,
"step": 480
},
{
"epoch": 2.322274881516588,
"grad_norm": 9.830177502454013,
"learning_rate": 1.2797144341546883e-07,
"logits/chosen": 0.3986554741859436,
"logits/rejected": 0.44396382570266724,
"logps/chosen": -321.13818359375,
"logps/rejected": -390.934326171875,
"loss": 0.4219,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 1.6029850244522095,
"rewards/margins": 7.5643768310546875,
"rewards/rejected": -5.961391448974609,
"step": 490
},
{
"epoch": 2.3696682464454977,
"grad_norm": 9.42905977432162,
"learning_rate": 1.1137335857372043e-07,
"logits/chosen": 0.4437794089317322,
"logits/rejected": 0.42870789766311646,
"logps/chosen": -287.81451416015625,
"logps/rejected": -374.01873779296875,
"loss": 0.4028,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": 2.1330111026763916,
"rewards/margins": 7.767390251159668,
"rewards/rejected": -5.6343793869018555,
"step": 500
},
{
"epoch": 2.3696682464454977,
"eval_logits/chosen": 0.3730663061141968,
"eval_logits/rejected": 0.4475269019603729,
"eval_logps/chosen": -338.3392028808594,
"eval_logps/rejected": -370.232666015625,
"eval_loss": 0.6289177536964417,
"eval_rewards/accuracies": 0.7405063509941101,
"eval_rewards/chosen": 0.7478683590888977,
"eval_rewards/margins": 4.585729122161865,
"eval_rewards/rejected": -3.8378612995147705,
"eval_runtime": 73.3012,
"eval_samples_per_second": 34.106,
"eval_steps_per_second": 1.078,
"step": 500
},
{
"epoch": 2.4170616113744074,
"grad_norm": 10.06462647313331,
"learning_rate": 9.579246078389403e-08,
"logits/chosen": 0.5295278429985046,
"logits/rejected": 0.43623122572898865,
"logps/chosen": -258.68963623046875,
"logps/rejected": -339.7721252441406,
"loss": 0.3858,
"rewards/accuracies": 0.84375,
"rewards/chosen": 1.592254400253296,
"rewards/margins": 7.2217698097229,
"rewards/rejected": -5.629514694213867,
"step": 510
},
{
"epoch": 2.4644549763033177,
"grad_norm": 9.022052721765009,
"learning_rate": 8.126953131469228e-08,
"logits/chosen": 0.44106584787368774,
"logits/rejected": 0.39466392993927,
"logps/chosen": -303.3637390136719,
"logps/rejected": -370.74114990234375,
"loss": 0.4143,
"rewards/accuracies": 0.875,
"rewards/chosen": 1.8263496160507202,
"rewards/margins": 7.823184013366699,
"rewards/rejected": -5.996834754943848,
"step": 520
},
{
"epoch": 2.5118483412322274,
"grad_norm": 8.021054640921763,
"learning_rate": 6.784258232029472e-08,
"logits/chosen": 0.3634105622768402,
"logits/rejected": 0.3859165608882904,
"logps/chosen": -307.2467041015625,
"logps/rejected": -376.1995849609375,
"loss": 0.3822,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": 2.497091770172119,
"rewards/margins": 7.9943437576293945,
"rewards/rejected": -5.497252464294434,
"step": 530
},
{
"epoch": 2.5592417061611377,
"grad_norm": 10.013425700067337,
"learning_rate": 5.554675734776665e-08,
"logits/chosen": 0.5024563074111938,
"logits/rejected": 0.5056658387184143,
"logps/chosen": -276.1619567871094,
"logps/rejected": -368.4447021484375,
"loss": 0.4035,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 1.820339560508728,
"rewards/margins": 8.141976356506348,
"rewards/rejected": -6.321636199951172,
"step": 540
},
{
"epoch": 2.6066350710900474,
"grad_norm": 9.209955480260117,
"learning_rate": 4.4414239352730867e-08,
"logits/chosen": 0.42310771346092224,
"logits/rejected": 0.48689502477645874,
"logps/chosen": -313.3210754394531,
"logps/rejected": -351.4210205078125,
"loss": 0.406,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": 2.1306679248809814,
"rewards/margins": 7.7195258140563965,
"rewards/rejected": -5.588858127593994,
"step": 550
},
{
"epoch": 2.654028436018957,
"grad_norm": 9.959818332708023,
"learning_rate": 3.447416646405632e-08,
"logits/chosen": 0.5685544610023499,
"logits/rejected": 0.5256290435791016,
"logps/chosen": -287.7798156738281,
"logps/rejected": -380.33685302734375,
"loss": 0.4009,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": 1.8459497690200806,
"rewards/margins": 7.295513153076172,
"rewards/rejected": -5.449563503265381,
"step": 560
},
{
"epoch": 2.7014218009478674,
"grad_norm": 8.593809820816018,
"learning_rate": 2.575255571804391e-08,
"logits/chosen": 0.41258078813552856,
"logits/rejected": 0.4132450222969055,
"logps/chosen": -287.94476318359375,
"logps/rejected": -369.03656005859375,
"loss": 0.4,
"rewards/accuracies": 0.8125,
"rewards/chosen": 1.5231783390045166,
"rewards/margins": 7.392594814300537,
"rewards/rejected": -5.8694167137146,
"step": 570
},
{
"epoch": 2.748815165876777,
"grad_norm": 9.646946039027634,
"learning_rate": 1.8272234961725084e-08,
"logits/chosen": 0.48128992319107056,
"logits/rejected": 0.4887717366218567,
"logps/chosen": -303.7729797363281,
"logps/rejected": -359.5372314453125,
"loss": 0.3912,
"rewards/accuracies": 0.90625,
"rewards/chosen": 2.173060655593872,
"rewards/margins": 8.012847900390625,
"rewards/rejected": -5.839787006378174,
"step": 580
},
{
"epoch": 2.7962085308056874,
"grad_norm": 11.09612482230785,
"learning_rate": 1.2052783103508102e-08,
"logits/chosen": 0.5081132650375366,
"logits/rejected": 0.5602059364318848,
"logps/chosen": -270.61737060546875,
"logps/rejected": -335.85577392578125,
"loss": 0.3991,
"rewards/accuracies": 0.8125,
"rewards/chosen": 1.619431495666504,
"rewards/margins": 6.8268561363220215,
"rewards/rejected": -5.207424163818359,
"step": 590
},
{
"epoch": 2.843601895734597,
"grad_norm": 8.273064520857158,
"learning_rate": 7.1104788675613315e-09,
"logits/chosen": 0.32943224906921387,
"logits/rejected": 0.4085375666618347,
"logps/chosen": -288.88995361328125,
"logps/rejected": -364.12860107421875,
"loss": 0.4029,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": 2.0637223720550537,
"rewards/margins": 7.937726020812988,
"rewards/rejected": -5.874002933502197,
"step": 600
},
{
"epoch": 2.843601895734597,
"eval_logits/chosen": 0.38198891282081604,
"eval_logits/rejected": 0.45711585879325867,
"eval_logps/chosen": -337.3143310546875,
"eval_logps/rejected": -368.9125061035156,
"eval_loss": 0.6283919215202332,
"eval_rewards/accuracies": 0.7436708807945251,
"eval_rewards/chosen": 0.8503568768501282,
"eval_rewards/margins": 4.556199073791504,
"eval_rewards/rejected": -3.7058422565460205,
"eval_runtime": 73.7958,
"eval_samples_per_second": 33.877,
"eval_steps_per_second": 1.071,
"step": 600
},
{
"epoch": 2.890995260663507,
"grad_norm": 9.238913123295514,
"learning_rate": 3.4582581860612137e-09,
"logits/chosen": 0.43385523557662964,
"logits/rejected": 0.43230634927749634,
"logps/chosen": -292.0911865234375,
"logps/rejected": -353.61590576171875,
"loss": 0.3884,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 1.989989995956421,
"rewards/margins": 6.724064826965332,
"rewards/rejected": -4.734074115753174,
"step": 610
},
{
"epoch": 2.938388625592417,
"grad_norm": 9.407237089972764,
"learning_rate": 1.1056803408273085e-09,
"logits/chosen": 0.48387131094932556,
"logits/rejected": 0.4587581753730774,
"logps/chosen": -282.6869201660156,
"logps/rejected": -344.5205078125,
"loss": 0.4089,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 1.806133508682251,
"rewards/margins": 7.467283725738525,
"rewards/rejected": -5.661149978637695,
"step": 620
},
{
"epoch": 2.985781990521327,
"grad_norm": 8.481488205996529,
"learning_rate": 5.890294296428955e-11,
"logits/chosen": 0.44664233922958374,
"logits/rejected": 0.5504810810089111,
"logps/chosen": -319.47119140625,
"logps/rejected": -348.36090087890625,
"loss": 0.3848,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": 2.1828243732452393,
"rewards/margins": 6.884246826171875,
"rewards/rejected": -4.701422214508057,
"step": 630
},
{
"epoch": 3.0,
"step": 633,
"total_flos": 0.0,
"train_loss": 0.5009220597491634,
"train_runtime": 6227.6413,
"train_samples_per_second": 13.002,
"train_steps_per_second": 0.102
}
],
"logging_steps": 10,
"max_steps": 633,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"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
}