htlou's picture
Upload folder using huggingface_hub
87de4e8 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.608695652173913,
"eval_steps": 40,
"global_step": 360,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.036231884057971016,
"grad_norm": 61.66789827681496,
"learning_rate": 5e-07,
"logits/chosen": -2.7321553230285645,
"logits/rejected": -2.7100937366485596,
"logps/chosen": -182.5845489501953,
"logps/rejected": -189.55001831054688,
"loss": 0.689,
"rewards/accuracies": 0.3187499940395355,
"rewards/chosen": -0.0021577859297394753,
"rewards/margins": 0.005646524019539356,
"rewards/rejected": -0.007804309483617544,
"step": 5
},
{
"epoch": 0.07246376811594203,
"grad_norm": 44.96703657621111,
"learning_rate": 1e-06,
"logits/chosen": -2.753889799118042,
"logits/rejected": -2.7519516944885254,
"logps/chosen": -197.34320068359375,
"logps/rejected": -184.00961303710938,
"loss": 0.6275,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": 0.030874451622366905,
"rewards/margins": 0.18904080986976624,
"rewards/rejected": -0.15816636383533478,
"step": 10
},
{
"epoch": 0.10869565217391304,
"grad_norm": 51.54402636298773,
"learning_rate": 9.996221126793764e-07,
"logits/chosen": -2.694437265396118,
"logits/rejected": -2.691904067993164,
"logps/chosen": -203.14883422851562,
"logps/rejected": -204.52386474609375,
"loss": 0.5851,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.6205412745475769,
"rewards/margins": 0.9350436925888062,
"rewards/rejected": -0.314502477645874,
"step": 15
},
{
"epoch": 0.14492753623188406,
"grad_norm": 35.11282014809116,
"learning_rate": 9.984890219128145e-07,
"logits/chosen": -2.609405517578125,
"logits/rejected": -2.5795176029205322,
"logps/chosen": -188.33395385742188,
"logps/rejected": -192.52633666992188,
"loss": 0.5144,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.8838651776313782,
"rewards/margins": 1.275496244430542,
"rewards/rejected": -0.39163118600845337,
"step": 20
},
{
"epoch": 0.18115942028985507,
"grad_norm": 37.05591291167376,
"learning_rate": 9.966024404228493e-07,
"logits/chosen": -2.4429798126220703,
"logits/rejected": -2.4225034713745117,
"logps/chosen": -179.79977416992188,
"logps/rejected": -179.25279235839844,
"loss": 0.5036,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": 0.40532931685447693,
"rewards/margins": 0.8947975039482117,
"rewards/rejected": -0.4894680976867676,
"step": 25
},
{
"epoch": 0.21739130434782608,
"grad_norm": 33.27618771325657,
"learning_rate": 9.939652198703783e-07,
"logits/chosen": -2.319044589996338,
"logits/rejected": -2.320253372192383,
"logps/chosen": -188.62039184570312,
"logps/rejected": -193.8806915283203,
"loss": 0.4987,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.6481167078018188,
"rewards/margins": 1.2183058261871338,
"rewards/rejected": -0.5701891183853149,
"step": 30
},
{
"epoch": 0.2536231884057971,
"grad_norm": 38.645073192304736,
"learning_rate": 9.905813465442354e-07,
"logits/chosen": -2.242053747177124,
"logits/rejected": -2.2155580520629883,
"logps/chosen": -203.94546508789062,
"logps/rejected": -194.8705291748047,
"loss": 0.5091,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 0.8871867060661316,
"rewards/margins": 1.2737131118774414,
"rewards/rejected": -0.3865264356136322,
"step": 35
},
{
"epoch": 0.2898550724637681,
"grad_norm": 30.937642063399068,
"learning_rate": 9.864559353357187e-07,
"logits/chosen": -2.0998620986938477,
"logits/rejected": -2.094836473464966,
"logps/chosen": -182.6898956298828,
"logps/rejected": -185.73983764648438,
"loss": 0.4889,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 1.0410809516906738,
"rewards/margins": 1.0222995281219482,
"rewards/rejected": 0.018781563267111778,
"step": 40
},
{
"epoch": 0.2898550724637681,
"eval_logits/chosen": -2.035081624984741,
"eval_logits/rejected": -1.9875677824020386,
"eval_logps/chosen": -188.77523803710938,
"eval_logps/rejected": -200.09498596191406,
"eval_loss": 0.4642000198364258,
"eval_rewards/accuracies": 0.7943548560142517,
"eval_rewards/chosen": 1.1544201374053955,
"eval_rewards/margins": 1.3431099653244019,
"eval_rewards/rejected": -0.18868987262248993,
"eval_runtime": 248.6586,
"eval_samples_per_second": 15.773,
"eval_steps_per_second": 0.249,
"step": 40
},
{
"epoch": 0.32608695652173914,
"grad_norm": 29.205255063362404,
"learning_rate": 9.815952220071804e-07,
"logits/chosen": -1.9733244180679321,
"logits/rejected": -1.9242098331451416,
"logps/chosen": -195.65652465820312,
"logps/rejected": -221.744384765625,
"loss": 0.4587,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 1.3803393840789795,
"rewards/margins": 1.8610279560089111,
"rewards/rejected": -0.4806883931159973,
"step": 45
},
{
"epoch": 0.36231884057971014,
"grad_norm": 29.678687938529745,
"learning_rate": 9.76006553766365e-07,
"logits/chosen": -1.8085625171661377,
"logits/rejected": -1.772071123123169,
"logps/chosen": -198.9405517578125,
"logps/rejected": -203.29978942871094,
"loss": 0.4531,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 0.8211376070976257,
"rewards/margins": 1.646414041519165,
"rewards/rejected": -0.8252763748168945,
"step": 50
},
{
"epoch": 0.39855072463768115,
"grad_norm": 30.73732601293307,
"learning_rate": 9.696983781607415e-07,
"logits/chosen": -1.7908868789672852,
"logits/rejected": -1.7599233388900757,
"logps/chosen": -183.01809692382812,
"logps/rejected": -172.02801513671875,
"loss": 0.4595,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 0.607209324836731,
"rewards/margins": 1.649515151977539,
"rewards/rejected": -1.042305827140808,
"step": 55
},
{
"epoch": 0.43478260869565216,
"grad_norm": 41.49881496846909,
"learning_rate": 9.626802303086209e-07,
"logits/chosen": -1.9050066471099854,
"logits/rejected": -1.8625679016113281,
"logps/chosen": -186.8179931640625,
"logps/rejected": -194.26707458496094,
"loss": 0.4276,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 0.4140642285346985,
"rewards/margins": 1.712418794631958,
"rewards/rejected": -1.2983543872833252,
"step": 60
},
{
"epoch": 0.47101449275362317,
"grad_norm": 36.480881476794956,
"learning_rate": 9.549627184863528e-07,
"logits/chosen": -2.1638290882110596,
"logits/rejected": -2.0793471336364746,
"logps/chosen": -191.9010467529297,
"logps/rejected": -193.20651245117188,
"loss": 0.4293,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 0.045776158571243286,
"rewards/margins": 1.6033704280853271,
"rewards/rejected": -1.5575940608978271,
"step": 65
},
{
"epoch": 0.5072463768115942,
"grad_norm": 26.318712537847357,
"learning_rate": 9.465575080933957e-07,
"logits/chosen": -2.1214632987976074,
"logits/rejected": -2.081162214279175,
"logps/chosen": -172.66419982910156,
"logps/rejected": -208.19149780273438,
"loss": 0.3963,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 0.17696644365787506,
"rewards/margins": 1.8183233737945557,
"rewards/rejected": -1.6413570642471313,
"step": 70
},
{
"epoch": 0.5434782608695652,
"grad_norm": 32.35315227999789,
"learning_rate": 9.374773040194878e-07,
"logits/chosen": -2.1271562576293945,
"logits/rejected": -2.0680038928985596,
"logps/chosen": -205.5594482421875,
"logps/rejected": -210.7834014892578,
"loss": 0.4353,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 0.16769471764564514,
"rewards/margins": 1.786273717880249,
"rewards/rejected": -1.6185792684555054,
"step": 75
},
{
"epoch": 0.5797101449275363,
"grad_norm": 29.96593011887677,
"learning_rate": 9.277358314405818e-07,
"logits/chosen": -2.046504497528076,
"logits/rejected": -2.0122628211975098,
"logps/chosen": -189.37771606445312,
"logps/rejected": -206.10659790039062,
"loss": 0.3941,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.2374907284975052,
"rewards/margins": 1.910300612449646,
"rewards/rejected": -2.1477913856506348,
"step": 80
},
{
"epoch": 0.5797101449275363,
"eval_logits/chosen": -1.9900643825531006,
"eval_logits/rejected": -1.9449083805084229,
"eval_logps/chosen": -202.59437561035156,
"eval_logps/rejected": -221.12725830078125,
"eval_loss": 0.4217630624771118,
"eval_rewards/accuracies": 0.8044354915618896,
"eval_rewards/chosen": -0.22749020159244537,
"eval_rewards/margins": 2.0644266605377197,
"eval_rewards/rejected": -2.291916847229004,
"eval_runtime": 247.3121,
"eval_samples_per_second": 15.859,
"eval_steps_per_second": 0.251,
"step": 80
},
{
"epoch": 0.6159420289855072,
"grad_norm": 34.207898226903815,
"learning_rate": 9.173478150725651e-07,
"logits/chosen": -2.0169568061828613,
"logits/rejected": -1.9391515254974365,
"logps/chosen": -209.73440551757812,
"logps/rejected": -215.14205932617188,
"loss": 0.422,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 0.1130056157708168,
"rewards/margins": 2.3998470306396484,
"rewards/rejected": -2.2868411540985107,
"step": 85
},
{
"epoch": 0.6521739130434783,
"grad_norm": 28.850805260840193,
"learning_rate": 9.063289569141251e-07,
"logits/chosen": -2.1180360317230225,
"logits/rejected": -2.080235242843628,
"logps/chosen": -214.2292022705078,
"logps/rejected": -223.37564086914062,
"loss": 0.4135,
"rewards/accuracies": 0.84375,
"rewards/chosen": 0.5250645279884338,
"rewards/margins": 2.2779579162597656,
"rewards/rejected": -1.7528936862945557,
"step": 90
},
{
"epoch": 0.6884057971014492,
"grad_norm": 34.73111091101309,
"learning_rate": 8.946959125124051e-07,
"logits/chosen": -2.2047152519226074,
"logits/rejected": -2.1581788063049316,
"logps/chosen": -209.3234405517578,
"logps/rejected": -195.6946563720703,
"loss": 0.4077,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 0.25443512201309204,
"rewards/margins": 2.2029635906219482,
"rewards/rejected": -1.948528528213501,
"step": 95
},
{
"epoch": 0.7246376811594203,
"grad_norm": 32.202226649445414,
"learning_rate": 8.824662657873238e-07,
"logits/chosen": -2.256134510040283,
"logits/rejected": -2.2395310401916504,
"logps/chosen": -176.19464111328125,
"logps/rejected": -209.0999298095703,
"loss": 0.3767,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -0.3457742929458618,
"rewards/margins": 1.9383150339126587,
"rewards/rejected": -2.2840893268585205,
"step": 100
},
{
"epoch": 0.7608695652173914,
"grad_norm": 31.35693490170537,
"learning_rate": 8.696585024526135e-07,
"logits/chosen": -2.3358142375946045,
"logits/rejected": -2.307068347930908,
"logps/chosen": -191.8298797607422,
"logps/rejected": -227.55612182617188,
"loss": 0.4017,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.2825666069984436,
"rewards/margins": 2.5402400493621826,
"rewards/rejected": -2.8228065967559814,
"step": 105
},
{
"epoch": 0.7971014492753623,
"grad_norm": 36.29919961993296,
"learning_rate": 8.562919820737535e-07,
"logits/chosen": -2.2931602001190186,
"logits/rejected": -2.2568557262420654,
"logps/chosen": -207.34158325195312,
"logps/rejected": -208.9143524169922,
"loss": 0.3767,
"rewards/accuracies": 0.84375,
"rewards/chosen": -0.3017815351486206,
"rewards/margins": 2.3830084800720215,
"rewards/rejected": -2.6847901344299316,
"step": 110
},
{
"epoch": 0.8333333333333334,
"grad_norm": 28.819478551304137,
"learning_rate": 8.423869088050315e-07,
"logits/chosen": -2.2734763622283936,
"logits/rejected": -2.2522785663604736,
"logps/chosen": -195.6924591064453,
"logps/rejected": -221.85104370117188,
"loss": 0.3892,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.12773282825946808,
"rewards/margins": 2.3888843059539795,
"rewards/rejected": -2.5166170597076416,
"step": 115
},
{
"epoch": 0.8695652173913043,
"grad_norm": 37.085951928654964,
"learning_rate": 8.2796430084997e-07,
"logits/chosen": -2.2070839405059814,
"logits/rejected": -2.1736464500427246,
"logps/chosen": -196.70889282226562,
"logps/rejected": -207.93417358398438,
"loss": 0.3717,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": 0.12862932682037354,
"rewards/margins": 2.698848009109497,
"rewards/rejected": -2.570218563079834,
"step": 120
},
{
"epoch": 0.8695652173913043,
"eval_logits/chosen": -2.122933864593506,
"eval_logits/rejected": -2.0901710987091064,
"eval_logps/chosen": -202.4208221435547,
"eval_logps/rejected": -223.09356689453125,
"eval_loss": 0.438678115606308,
"eval_rewards/accuracies": 0.8286290168762207,
"eval_rewards/chosen": -0.2101391851902008,
"eval_rewards/margins": 2.278407573699951,
"eval_rewards/rejected": -2.488546848297119,
"eval_runtime": 247.3754,
"eval_samples_per_second": 15.854,
"eval_steps_per_second": 0.251,
"step": 120
},
{
"epoch": 0.9057971014492754,
"grad_norm": 27.843666767086823,
"learning_rate": 8.130459586912753e-07,
"logits/chosen": -2.0930094718933105,
"logits/rejected": -2.0791330337524414,
"logps/chosen": -220.4320526123047,
"logps/rejected": -218.3594512939453,
"loss": 0.4575,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -0.9592973589897156,
"rewards/margins": 1.66092050075531,
"rewards/rejected": -2.620218276977539,
"step": 125
},
{
"epoch": 0.9420289855072463,
"grad_norm": 28.902451958691426,
"learning_rate": 7.97654432138333e-07,
"logits/chosen": -2.1393418312072754,
"logits/rejected": -2.103482723236084,
"logps/chosen": -214.5059051513672,
"logps/rejected": -248.8673858642578,
"loss": 0.388,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -0.1911260336637497,
"rewards/margins": 2.8205361366271973,
"rewards/rejected": -3.011662006378174,
"step": 130
},
{
"epoch": 0.9782608695652174,
"grad_norm": 26.45174989804514,
"learning_rate": 7.81812986242061e-07,
"logits/chosen": -2.2018837928771973,
"logits/rejected": -2.1459240913391113,
"logps/chosen": -193.5723419189453,
"logps/rejected": -233.81838989257812,
"loss": 0.365,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 0.10008885711431503,
"rewards/margins": 3.072911262512207,
"rewards/rejected": -2.972822427749634,
"step": 135
},
{
"epoch": 1.0144927536231885,
"grad_norm": 16.755101670108846,
"learning_rate": 7.655455661286375e-07,
"logits/chosen": -2.190566301345825,
"logits/rejected": -2.1852922439575195,
"logps/chosen": -190.56027221679688,
"logps/rejected": -234.6202392578125,
"loss": 0.2524,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 0.05487387627363205,
"rewards/margins": 3.58606219291687,
"rewards/rejected": -3.531188488006592,
"step": 140
},
{
"epoch": 1.0507246376811594,
"grad_norm": 16.022443175608785,
"learning_rate": 7.488767608052628e-07,
"logits/chosen": -2.2735958099365234,
"logits/rejected": -2.199552059173584,
"logps/chosen": -190.21511840820312,
"logps/rejected": -237.59854125976562,
"loss": 0.171,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.7184330821037292,
"rewards/margins": 4.115548133850098,
"rewards/rejected": -3.3971149921417236,
"step": 145
},
{
"epoch": 1.0869565217391304,
"grad_norm": 16.37925141930124,
"learning_rate": 7.318317659926636e-07,
"logits/chosen": -2.250054121017456,
"logits/rejected": -2.221043109893799,
"logps/chosen": -174.0218048095703,
"logps/rejected": -237.14120483398438,
"loss": 0.1436,
"rewards/accuracies": 0.9375,
"rewards/chosen": 1.0139648914337158,
"rewards/margins": 4.169236660003662,
"rewards/rejected": -3.1552722454071045,
"step": 150
},
{
"epoch": 1.1231884057971016,
"grad_norm": 13.693805739113818,
"learning_rate": 7.144363460405189e-07,
"logits/chosen": -2.3314082622528076,
"logits/rejected": -2.2712883949279785,
"logps/chosen": -192.2017059326172,
"logps/rejected": -236.91586303710938,
"loss": 0.1415,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 1.1952037811279297,
"rewards/margins": 4.705626487731934,
"rewards/rejected": -3.510422945022583,
"step": 155
},
{
"epoch": 1.1594202898550725,
"grad_norm": 13.203700040695288,
"learning_rate": 6.967167949833762e-07,
"logits/chosen": -2.324735164642334,
"logits/rejected": -2.283231258392334,
"logps/chosen": -194.0807342529297,
"logps/rejected": -247.2218475341797,
"loss": 0.1459,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.3761358857154846,
"rewards/margins": 4.9711785316467285,
"rewards/rejected": -4.595042705535889,
"step": 160
},
{
"epoch": 1.1594202898550725,
"eval_logits/chosen": -2.3007450103759766,
"eval_logits/rejected": -2.273284673690796,
"eval_logps/chosen": -204.34878540039062,
"eval_logps/rejected": -232.13629150390625,
"eval_loss": 0.42876046895980835,
"eval_rewards/accuracies": 0.8286290168762207,
"eval_rewards/chosen": -0.40293240547180176,
"eval_rewards/margins": 2.9898877143859863,
"eval_rewards/rejected": -3.392819881439209,
"eval_runtime": 247.3207,
"eval_samples_per_second": 15.858,
"eval_steps_per_second": 0.251,
"step": 160
},
{
"epoch": 1.1956521739130435,
"grad_norm": 17.287170066985027,
"learning_rate": 6.786998967959219e-07,
"logits/chosen": -2.313910961151123,
"logits/rejected": -2.274190902709961,
"logps/chosen": -200.9847869873047,
"logps/rejected": -228.14138793945312,
"loss": 0.1497,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.39603787660598755,
"rewards/margins": 4.507396697998047,
"rewards/rejected": -4.111359119415283,
"step": 165
},
{
"epoch": 1.2318840579710144,
"grad_norm": 16.43946047429659,
"learning_rate": 6.604128849076838e-07,
"logits/chosen": -2.340721607208252,
"logits/rejected": -2.305487871170044,
"logps/chosen": -200.94406127929688,
"logps/rejected": -238.47921752929688,
"loss": 0.1533,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 0.9461654424667358,
"rewards/margins": 4.6484904289245605,
"rewards/rejected": -3.702324390411377,
"step": 170
},
{
"epoch": 1.2681159420289856,
"grad_norm": 13.545354366232296,
"learning_rate": 6.418834010383609e-07,
"logits/chosen": -2.400474786758423,
"logits/rejected": -2.343231439590454,
"logps/chosen": -172.61148071289062,
"logps/rejected": -230.24197387695312,
"loss": 0.1459,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 0.5564432144165039,
"rewards/margins": 4.526711463928223,
"rewards/rejected": -3.9702675342559814,
"step": 175
},
{
"epoch": 1.3043478260869565,
"grad_norm": 16.208760712520707,
"learning_rate": 6.231394534160007e-07,
"logits/chosen": -2.3880228996276855,
"logits/rejected": -2.377924680709839,
"logps/chosen": -186.1154327392578,
"logps/rejected": -228.6842498779297,
"loss": 0.1408,
"rewards/accuracies": 0.96875,
"rewards/chosen": 1.147924542427063,
"rewards/margins": 4.681893348693848,
"rewards/rejected": -3.533968687057495,
"step": 180
},
{
"epoch": 1.3405797101449275,
"grad_norm": 16.391749704364813,
"learning_rate": 6.042093744411828e-07,
"logits/chosen": -2.3000502586364746,
"logits/rejected": -2.280015468597412,
"logps/chosen": -184.9687042236328,
"logps/rejected": -230.6714630126953,
"loss": 0.1426,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 1.1101362705230713,
"rewards/margins": 4.539022922515869,
"rewards/rejected": -3.4288864135742188,
"step": 185
},
{
"epoch": 1.3768115942028984,
"grad_norm": 15.103230138315158,
"learning_rate": 5.851217778611993e-07,
"logits/chosen": -2.2735018730163574,
"logits/rejected": -2.272218942642212,
"logps/chosen": -196.11097717285156,
"logps/rejected": -217.5700225830078,
"loss": 0.1351,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.8358832597732544,
"rewards/margins": 4.623397350311279,
"rewards/rejected": -3.7875142097473145,
"step": 190
},
{
"epoch": 1.4130434782608696,
"grad_norm": 23.621795316466446,
"learning_rate": 5.659055155189651e-07,
"logits/chosen": -2.325028896331787,
"logits/rejected": -2.252711296081543,
"logps/chosen": -193.0414276123047,
"logps/rejected": -231.9776611328125,
"loss": 0.1542,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 0.06639621406793594,
"rewards/margins": 4.913178443908691,
"rewards/rejected": -4.8467817306518555,
"step": 195
},
{
"epoch": 1.4492753623188406,
"grad_norm": 11.913033785498357,
"learning_rate": 5.465896337420358e-07,
"logits/chosen": -2.3189964294433594,
"logits/rejected": -2.2462618350982666,
"logps/chosen": -207.55685424804688,
"logps/rejected": -269.5002746582031,
"loss": 0.1455,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 0.3675020635128021,
"rewards/margins": 5.308381080627441,
"rewards/rejected": -4.940878868103027,
"step": 200
},
{
"epoch": 1.4492753623188406,
"eval_logits/chosen": -2.2696547508239746,
"eval_logits/rejected": -2.246581554412842,
"eval_logps/chosen": -205.6576690673828,
"eval_logps/rejected": -234.53866577148438,
"eval_loss": 0.42552247643470764,
"eval_rewards/accuracies": 0.8165322542190552,
"eval_rewards/chosen": -0.5338226556777954,
"eval_rewards/margins": 3.099236011505127,
"eval_rewards/rejected": -3.633058547973633,
"eval_runtime": 247.2511,
"eval_samples_per_second": 15.862,
"eval_steps_per_second": 0.251,
"step": 200
},
{
"epoch": 1.4855072463768115,
"grad_norm": 21.298531736271027,
"learning_rate": 5.272033294376521e-07,
"logits/chosen": -2.2834343910217285,
"logits/rejected": -2.2502143383026123,
"logps/chosen": -191.12301635742188,
"logps/rejected": -221.69924926757812,
"loss": 0.1402,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.3291940987110138,
"rewards/margins": 4.7104597091674805,
"rewards/rejected": -4.381266117095947,
"step": 205
},
{
"epoch": 1.5217391304347827,
"grad_norm": 16.624769093346845,
"learning_rate": 5.077759059601755e-07,
"logits/chosen": -2.312807559967041,
"logits/rejected": -2.29304838180542,
"logps/chosen": -206.1201629638672,
"logps/rejected": -224.8920135498047,
"loss": 0.1564,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.7266442775726318,
"rewards/margins": 5.301372528076172,
"rewards/rejected": -4.574727535247803,
"step": 210
},
{
"epoch": 1.5579710144927537,
"grad_norm": 17.710918361893075,
"learning_rate": 4.883367288176238e-07,
"logits/chosen": -2.325953483581543,
"logits/rejected": -2.355797290802002,
"logps/chosen": -178.1147918701172,
"logps/rejected": -228.8972930908203,
"loss": 0.1462,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 1.0754575729370117,
"rewards/margins": 5.179568290710449,
"rewards/rejected": -4.104111194610596,
"step": 215
},
{
"epoch": 1.5942028985507246,
"grad_norm": 17.61185095540283,
"learning_rate": 4.6891518128425974e-07,
"logits/chosen": -2.3683056831359863,
"logits/rejected": -2.327507495880127,
"logps/chosen": -198.29257202148438,
"logps/rejected": -239.8541717529297,
"loss": 0.149,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 1.2280995845794678,
"rewards/margins": 5.207882881164551,
"rewards/rejected": -3.979783535003662,
"step": 220
},
{
"epoch": 1.6304347826086958,
"grad_norm": 18.295935717153018,
"learning_rate": 4.495406199863217e-07,
"logits/chosen": -2.3297061920166016,
"logits/rejected": -2.3166041374206543,
"logps/chosen": -180.5458221435547,
"logps/rejected": -259.0296630859375,
"loss": 0.1258,
"rewards/accuracies": 0.956250011920929,
"rewards/chosen": 0.7601513266563416,
"rewards/margins": 5.343691825866699,
"rewards/rejected": -4.583540916442871,
"step": 225
},
{
"epoch": 1.6666666666666665,
"grad_norm": 20.56329538942416,
"learning_rate": 4.302423305280385e-07,
"logits/chosen": -2.342526912689209,
"logits/rejected": -2.293287992477417,
"logps/chosen": -181.458251953125,
"logps/rejected": -268.34442138671875,
"loss": 0.1301,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.30324190855026245,
"rewards/margins": 5.840424060821533,
"rewards/rejected": -5.537181854248047,
"step": 230
},
{
"epoch": 1.7028985507246377,
"grad_norm": 18.749044820633504,
"learning_rate": 4.1104948322499386e-07,
"logits/chosen": -2.36098575592041,
"logits/rejected": -2.310408353805542,
"logps/chosen": -187.14903259277344,
"logps/rejected": -245.0007781982422,
"loss": 0.1278,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.39717116951942444,
"rewards/margins": 5.458386421203613,
"rewards/rejected": -5.061215400695801,
"step": 235
},
{
"epoch": 1.7391304347826086,
"grad_norm": 19.17022127722479,
"learning_rate": 3.919910890117584e-07,
"logits/chosen": -2.3718903064727783,
"logits/rejected": -2.348759889602661,
"logps/chosen": -180.43243408203125,
"logps/rejected": -232.767333984375,
"loss": 0.1358,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.7176074981689453,
"rewards/margins": 5.331349849700928,
"rewards/rejected": -4.613741874694824,
"step": 240
},
{
"epoch": 1.7391304347826086,
"eval_logits/chosen": -2.3806025981903076,
"eval_logits/rejected": -2.360522508621216,
"eval_logps/chosen": -203.0333251953125,
"eval_logps/rejected": -234.9227294921875,
"eval_loss": 0.4247341454029083,
"eval_rewards/accuracies": 0.8326612710952759,
"eval_rewards/chosen": -0.27138766646385193,
"eval_rewards/margins": 3.4000766277313232,
"eval_rewards/rejected": -3.671464204788208,
"eval_runtime": 247.4296,
"eval_samples_per_second": 15.851,
"eval_steps_per_second": 0.251,
"step": 240
},
{
"epoch": 1.7753623188405796,
"grad_norm": 16.252609084074862,
"learning_rate": 3.7309595559042973e-07,
"logits/chosen": -2.3761582374572754,
"logits/rejected": -2.371837615966797,
"logps/chosen": -185.31297302246094,
"logps/rejected": -231.5406951904297,
"loss": 0.1311,
"rewards/accuracies": 0.9375,
"rewards/chosen": 0.5640401840209961,
"rewards/margins": 5.0947370529174805,
"rewards/rejected": -4.530695915222168,
"step": 245
},
{
"epoch": 1.8115942028985508,
"grad_norm": 20.868443403720576,
"learning_rate": 3.54392643886374e-07,
"logits/chosen": -2.4362902641296387,
"logits/rejected": -2.405050277709961,
"logps/chosen": -186.8355255126953,
"logps/rejected": -232.0409698486328,
"loss": 0.1252,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 0.699629545211792,
"rewards/margins": 5.528279781341553,
"rewards/rejected": -4.82865047454834,
"step": 250
},
{
"epoch": 1.8478260869565217,
"grad_norm": 20.235567534724474,
"learning_rate": 3.3590942487697765e-07,
"logits/chosen": -2.4567503929138184,
"logits/rejected": -2.444530725479126,
"logps/chosen": -186.48788452148438,
"logps/rejected": -223.74258422851562,
"loss": 0.1613,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 0.8208659291267395,
"rewards/margins": 4.932476997375488,
"rewards/rejected": -4.111611366271973,
"step": 255
},
{
"epoch": 1.8840579710144927,
"grad_norm": 17.41545455778026,
"learning_rate": 3.176742368586725e-07,
"logits/chosen": -2.452131986618042,
"logits/rejected": -2.415022373199463,
"logps/chosen": -196.01910400390625,
"logps/rejected": -217.8632354736328,
"loss": 0.1348,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.8574349284172058,
"rewards/margins": 5.437888145446777,
"rewards/rejected": -4.580452919006348,
"step": 260
},
{
"epoch": 1.9202898550724639,
"grad_norm": 16.095749631795933,
"learning_rate": 2.997146432168236e-07,
"logits/chosen": -2.44551420211792,
"logits/rejected": -2.410526990890503,
"logps/chosen": -192.61859130859375,
"logps/rejected": -246.4084014892578,
"loss": 0.1427,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.6556909084320068,
"rewards/margins": 6.007452964782715,
"rewards/rejected": -5.351761817932129,
"step": 265
},
{
"epoch": 1.9565217391304348,
"grad_norm": 20.740869553463348,
"learning_rate": 2.8205779076231446e-07,
"logits/chosen": -2.430431842803955,
"logits/rejected": -2.4140846729278564,
"logps/chosen": -191.99880981445312,
"logps/rejected": -238.8526611328125,
"loss": 0.1257,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.9606460332870483,
"rewards/margins": 5.507210731506348,
"rewards/rejected": -4.54656457901001,
"step": 270
},
{
"epoch": 1.9927536231884058,
"grad_norm": 19.416516281755985,
"learning_rate": 2.647303686978035e-07,
"logits/chosen": -2.3993430137634277,
"logits/rejected": -2.376300811767578,
"logps/chosen": -185.33132934570312,
"logps/rejected": -219.64968872070312,
"loss": 0.1492,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 0.5704915523529053,
"rewards/margins": 4.9512529373168945,
"rewards/rejected": -4.38076114654541,
"step": 275
},
{
"epoch": 2.028985507246377,
"grad_norm": 8.699243855503047,
"learning_rate": 2.4775856827568014e-07,
"logits/chosen": -2.397235155105591,
"logits/rejected": -2.38557767868042,
"logps/chosen": -187.7579803466797,
"logps/rejected": -224.9508514404297,
"loss": 0.0938,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.7930246591567993,
"rewards/margins": 5.4677629470825195,
"rewards/rejected": -4.674737930297852,
"step": 280
},
{
"epoch": 2.028985507246377,
"eval_logits/chosen": -2.3933310508728027,
"eval_logits/rejected": -2.372490167617798,
"eval_logps/chosen": -203.4556121826172,
"eval_logps/rejected": -235.21469116210938,
"eval_loss": 0.41276049613952637,
"eval_rewards/accuracies": 0.8266128897666931,
"eval_rewards/chosen": -0.313615620136261,
"eval_rewards/margins": 3.3870484828948975,
"eval_rewards/rejected": -3.7006635665893555,
"eval_runtime": 247.2901,
"eval_samples_per_second": 15.86,
"eval_steps_per_second": 0.251,
"step": 280
},
{
"epoch": 2.0652173913043477,
"grad_norm": 8.518008709307914,
"learning_rate": 2.3116804320869464e-07,
"logits/chosen": -2.3717570304870605,
"logits/rejected": -2.358806610107422,
"logps/chosen": -189.88809204101562,
"logps/rejected": -226.0210418701172,
"loss": 0.072,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": 0.5044176578521729,
"rewards/margins": 5.758059978485107,
"rewards/rejected": -5.253642559051514,
"step": 285
},
{
"epoch": 2.101449275362319,
"grad_norm": 10.070711388481515,
"learning_rate": 2.1498387089310865e-07,
"logits/chosen": -2.3519985675811768,
"logits/rejected": -2.361879348754883,
"logps/chosen": -195.57469177246094,
"logps/rejected": -251.92440795898438,
"loss": 0.0702,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": 1.01186203956604,
"rewards/margins": 6.105987548828125,
"rewards/rejected": -5.094125747680664,
"step": 290
},
{
"epoch": 2.13768115942029,
"grad_norm": 9.472204652777094,
"learning_rate": 1.9923051450297336e-07,
"logits/chosen": -2.384852647781372,
"logits/rejected": -2.346426486968994,
"logps/chosen": -194.14443969726562,
"logps/rejected": -229.8656463623047,
"loss": 0.0725,
"rewards/accuracies": 0.96875,
"rewards/chosen": 1.0537793636322021,
"rewards/margins": 6.0652875900268555,
"rewards/rejected": -5.011508464813232,
"step": 295
},
{
"epoch": 2.1739130434782608,
"grad_norm": 11.964654423069804,
"learning_rate": 1.839317860128368e-07,
"logits/chosen": -2.368323802947998,
"logits/rejected": -2.3484463691711426,
"logps/chosen": -190.7874298095703,
"logps/rejected": -249.8258514404297,
"loss": 0.0649,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": 0.9586502909660339,
"rewards/margins": 6.444998264312744,
"rewards/rejected": -5.4863481521606445,
"step": 300
},
{
"epoch": 2.210144927536232,
"grad_norm": 14.363847590302074,
"learning_rate": 1.6911081020477176e-07,
"logits/chosen": -2.350074291229248,
"logits/rejected": -2.3347928524017334,
"logps/chosen": -188.36700439453125,
"logps/rejected": -253.87844848632812,
"loss": 0.0638,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 0.843727707862854,
"rewards/margins": 6.143573760986328,
"rewards/rejected": -5.299846649169922,
"step": 305
},
{
"epoch": 2.246376811594203,
"grad_norm": 12.207090391342035,
"learning_rate": 1.5478998971412666e-07,
"logits/chosen": -2.3135275840759277,
"logits/rejected": -2.302867889404297,
"logps/chosen": -190.8241424560547,
"logps/rejected": -256.7770080566406,
"loss": 0.0644,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": 0.7945331931114197,
"rewards/margins": 6.6735687255859375,
"rewards/rejected": -5.879034996032715,
"step": 310
},
{
"epoch": 2.282608695652174,
"grad_norm": 17.814039974196998,
"learning_rate": 1.4099097116683873e-07,
"logits/chosen": -2.3371047973632812,
"logits/rejected": -2.318176746368408,
"logps/chosen": -211.5010986328125,
"logps/rejected": -276.4696350097656,
"loss": 0.0609,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 1.2731298208236694,
"rewards/margins": 7.202207088470459,
"rewards/rejected": -5.9290771484375,
"step": 315
},
{
"epoch": 2.318840579710145,
"grad_norm": 12.87715616525982,
"learning_rate": 1.2773461245949247e-07,
"logits/chosen": -2.339965343475342,
"logits/rejected": -2.3124070167541504,
"logps/chosen": -203.6749725341797,
"logps/rejected": -248.37149047851562,
"loss": 0.0592,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": 0.8933491706848145,
"rewards/margins": 6.6305975914001465,
"rewards/rejected": -5.737248420715332,
"step": 320
},
{
"epoch": 2.318840579710145,
"eval_logits/chosen": -2.335758686065674,
"eval_logits/rejected": -2.310899257659912,
"eval_logps/chosen": -206.08692932128906,
"eval_logps/rejected": -239.44287109375,
"eval_loss": 0.4438334107398987,
"eval_rewards/accuracies": 0.8165322542190552,
"eval_rewards/chosen": -0.576747715473175,
"eval_rewards/margins": 3.546731948852539,
"eval_rewards/rejected": -4.123479843139648,
"eval_runtime": 247.2469,
"eval_samples_per_second": 15.863,
"eval_steps_per_second": 0.251,
"step": 320
},
{
"epoch": 2.355072463768116,
"grad_norm": 12.127468615559982,
"learning_rate": 1.1504095123158014e-07,
"logits/chosen": -2.3464112281799316,
"logits/rejected": -2.3510231971740723,
"logps/chosen": -194.9401397705078,
"logps/rejected": -256.2391052246094,
"loss": 0.0642,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": 0.7289390563964844,
"rewards/margins": 6.520253658294678,
"rewards/rejected": -5.791314125061035,
"step": 325
},
{
"epoch": 2.391304347826087,
"grad_norm": 9.771341581861016,
"learning_rate": 1.0292917457762323e-07,
"logits/chosen": -2.326569080352783,
"logits/rejected": -2.2930023670196533,
"logps/chosen": -188.14108276367188,
"logps/rejected": -246.42495727539062,
"loss": 0.0575,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": 0.9616584777832031,
"rewards/margins": 6.517239570617676,
"rewards/rejected": -5.555581092834473,
"step": 330
},
{
"epoch": 2.427536231884058,
"grad_norm": 14.867872053501438,
"learning_rate": 9.141759004493282e-08,
"logits/chosen": -2.304109573364258,
"logits/rejected": -2.3050553798675537,
"logps/chosen": -179.35818481445312,
"logps/rejected": -243.79220581054688,
"loss": 0.0539,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": 0.44949406385421753,
"rewards/margins": 6.40158224105835,
"rewards/rejected": -5.952088832855225,
"step": 335
},
{
"epoch": 2.463768115942029,
"grad_norm": 15.245309497391487,
"learning_rate": 8.052359796084951e-08,
"logits/chosen": -2.3356070518493652,
"logits/rejected": -2.2882630825042725,
"logps/chosen": -191.533447265625,
"logps/rejected": -248.5685577392578,
"loss": 0.0649,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 1.079332947731018,
"rewards/margins": 6.897538185119629,
"rewards/rejected": -5.818203926086426,
"step": 340
},
{
"epoch": 2.5,
"grad_norm": 15.656947068033539,
"learning_rate": 7.026366513129139e-08,
"logits/chosen": -2.320748805999756,
"logits/rejected": -2.2670602798461914,
"logps/chosen": -184.66661071777344,
"logps/rejected": -229.6528778076172,
"loss": 0.0628,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.8999651670455933,
"rewards/margins": 6.056799411773682,
"rewards/rejected": -5.156834125518799,
"step": 345
},
{
"epoch": 2.536231884057971,
"grad_norm": 10.866006807463382,
"learning_rate": 6.065329995036572e-08,
"logits/chosen": -2.352247953414917,
"logits/rejected": -2.3084654808044434,
"logps/chosen": -191.09317016601562,
"logps/rejected": -235.8540496826172,
"loss": 0.0577,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": 0.519118070602417,
"rewards/margins": 5.989134311676025,
"rewards/rejected": -5.470016002655029,
"step": 350
},
{
"epoch": 2.572463768115942,
"grad_norm": 13.773720162250582,
"learning_rate": 5.170702895866591e-08,
"logits/chosen": -2.3459525108337402,
"logits/rejected": -2.2808985710144043,
"logps/chosen": -181.71859741210938,
"logps/rejected": -234.2205352783203,
"loss": 0.0527,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": 0.7595393061637878,
"rewards/margins": 6.467637062072754,
"rewards/rejected": -5.708098411560059,
"step": 355
},
{
"epoch": 2.608695652173913,
"grad_norm": 17.050512305140668,
"learning_rate": 4.343837488569057e-08,
"logits/chosen": -2.3642101287841797,
"logits/rejected": -2.334510087966919,
"logps/chosen": -188.16355895996094,
"logps/rejected": -243.60531616210938,
"loss": 0.0673,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.8965447545051575,
"rewards/margins": 6.54379940032959,
"rewards/rejected": -5.647254943847656,
"step": 360
},
{
"epoch": 2.608695652173913,
"eval_logits/chosen": -2.3496623039245605,
"eval_logits/rejected": -2.3254337310791016,
"eval_logps/chosen": -206.58370971679688,
"eval_logps/rejected": -241.21258544921875,
"eval_loss": 0.455331414937973,
"eval_rewards/accuracies": 0.8205645084381104,
"eval_rewards/chosen": -0.6264265775680542,
"eval_rewards/margins": 3.674025774002075,
"eval_rewards/rejected": -4.300451755523682,
"eval_runtime": 247.544,
"eval_samples_per_second": 15.844,
"eval_steps_per_second": 0.25,
"step": 360
}
],
"logging_steps": 5,
"max_steps": 414,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 40,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4244978440077312.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}