hugodk-sch's picture
Model save
a384ee4 verified
raw
history blame
22.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 385,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 15.8125,
"learning_rate": 1.282051282051282e-07,
"logits/chosen": -2.7358343601226807,
"logits/rejected": -2.7480404376983643,
"logps/chosen": -27.35565757751465,
"logps/rejected": -21.06114387512207,
"loss": 1.0,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 27.375,
"learning_rate": 1.282051282051282e-06,
"logits/chosen": -3.0097196102142334,
"logits/rejected": -2.998093605041504,
"logps/chosen": -33.20063781738281,
"logps/rejected": -31.99871826171875,
"loss": 0.997,
"rewards/accuracies": 0.4444444477558136,
"rewards/chosen": -0.003939596936106682,
"rewards/margins": 0.0030229436233639717,
"rewards/rejected": -0.006962540093809366,
"step": 10
},
{
"epoch": 0.05,
"grad_norm": 18.375,
"learning_rate": 2.564102564102564e-06,
"logits/chosen": -2.899087429046631,
"logits/rejected": -2.8937907218933105,
"logps/chosen": -32.46463394165039,
"logps/rejected": -28.943897247314453,
"loss": 1.0055,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": 0.0020922694820910692,
"rewards/margins": -0.005501673556864262,
"rewards/rejected": 0.0075939432717859745,
"step": 20
},
{
"epoch": 0.08,
"grad_norm": 17.625,
"learning_rate": 3.846153846153847e-06,
"logits/chosen": -3.096761465072632,
"logits/rejected": -3.1090149879455566,
"logps/chosen": -32.796714782714844,
"logps/rejected": -30.1170597076416,
"loss": 0.9934,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": 0.022394269704818726,
"rewards/margins": 0.006596512161195278,
"rewards/rejected": 0.015797756612300873,
"step": 30
},
{
"epoch": 0.1,
"grad_norm": 18.125,
"learning_rate": 4.999896948438434e-06,
"logits/chosen": -2.862929105758667,
"logits/rejected": -2.8537039756774902,
"logps/chosen": -31.520278930664062,
"logps/rejected": -32.38086700439453,
"loss": 0.9333,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.062008898705244064,
"rewards/margins": 0.06669147312641144,
"rewards/rejected": -0.004682569764554501,
"step": 40
},
{
"epoch": 0.13,
"grad_norm": 12.4375,
"learning_rate": 4.987541037542187e-06,
"logits/chosen": -2.8800158500671387,
"logits/rejected": -2.877554416656494,
"logps/chosen": -29.325756072998047,
"logps/rejected": -30.063373565673828,
"loss": 0.9279,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": 0.08288151025772095,
"rewards/margins": 0.07776711881160736,
"rewards/rejected": 0.005114386323839426,
"step": 50
},
{
"epoch": 0.16,
"grad_norm": 16.125,
"learning_rate": 4.954691471941119e-06,
"logits/chosen": -2.905949115753174,
"logits/rejected": -2.9077162742614746,
"logps/chosen": -29.794702529907227,
"logps/rejected": -27.984210968017578,
"loss": 0.9273,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.06701362133026123,
"rewards/margins": 0.07271867990493774,
"rewards/rejected": -0.005705048330128193,
"step": 60
},
{
"epoch": 0.18,
"grad_norm": 21.5,
"learning_rate": 4.901618883413549e-06,
"logits/chosen": -2.988873243331909,
"logits/rejected": -2.995783567428589,
"logps/chosen": -29.117477416992188,
"logps/rejected": -30.8828067779541,
"loss": 0.9691,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.03269868344068527,
"rewards/margins": 0.030899733304977417,
"rewards/rejected": 0.001798946992494166,
"step": 70
},
{
"epoch": 0.21,
"grad_norm": 18.75,
"learning_rate": 4.828760511501322e-06,
"logits/chosen": -2.804410457611084,
"logits/rejected": -2.819267988204956,
"logps/chosen": -29.285558700561523,
"logps/rejected": -29.831363677978516,
"loss": 0.9175,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.0510343499481678,
"rewards/margins": 0.0824500098824501,
"rewards/rejected": -0.0314156636595726,
"step": 80
},
{
"epoch": 0.23,
"grad_norm": 18.875,
"learning_rate": 4.7367166013034295e-06,
"logits/chosen": -2.893660068511963,
"logits/rejected": -2.876103401184082,
"logps/chosen": -32.681396484375,
"logps/rejected": -30.351022720336914,
"loss": 0.9037,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.03100699558854103,
"rewards/margins": 0.09688206017017365,
"rewards/rejected": -0.06587505340576172,
"step": 90
},
{
"epoch": 0.26,
"grad_norm": 16.75,
"learning_rate": 4.626245458345211e-06,
"logits/chosen": -2.998610734939575,
"logits/rejected": -3.0000457763671875,
"logps/chosen": -31.857208251953125,
"logps/rejected": -30.99690818786621,
"loss": 0.9239,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.0399332270026207,
"rewards/margins": 0.07608047872781754,
"rewards/rejected": -0.03614724427461624,
"step": 100
},
{
"epoch": 0.26,
"eval_logits/chosen": -2.8054628372192383,
"eval_logits/rejected": -2.8027477264404297,
"eval_logps/chosen": -31.287212371826172,
"eval_logps/rejected": -34.87384033203125,
"eval_loss": 0.9661039710044861,
"eval_rewards/accuracies": 0.6013289093971252,
"eval_rewards/chosen": -0.0009517524158582091,
"eval_rewards/margins": 0.03418472036719322,
"eval_rewards/rejected": -0.035136472433805466,
"eval_runtime": 113.2847,
"eval_samples_per_second": 3.028,
"eval_steps_per_second": 0.38,
"step": 100
},
{
"epoch": 0.29,
"grad_norm": 20.875,
"learning_rate": 4.498257201263691e-06,
"logits/chosen": -2.9547083377838135,
"logits/rejected": -2.9303781986236572,
"logps/chosen": -31.887340545654297,
"logps/rejected": -31.57730484008789,
"loss": 0.8618,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.0658910945057869,
"rewards/margins": 0.1495821326971054,
"rewards/rejected": -0.08369103074073792,
"step": 110
},
{
"epoch": 0.31,
"grad_norm": 17.75,
"learning_rate": 4.353806263777678e-06,
"logits/chosen": -3.036729335784912,
"logits/rejected": -3.066075563430786,
"logps/chosen": -28.683155059814453,
"logps/rejected": -34.55553436279297,
"loss": 0.8329,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.09614940732717514,
"rewards/margins": 0.1777469962835312,
"rewards/rejected": -0.08159758895635605,
"step": 120
},
{
"epoch": 0.34,
"grad_norm": 17.0,
"learning_rate": 4.1940827077152755e-06,
"logits/chosen": -2.742605209350586,
"logits/rejected": -2.7394351959228516,
"logps/chosen": -28.72283935546875,
"logps/rejected": -30.73993492126465,
"loss": 0.8454,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.050367455929517746,
"rewards/margins": 0.17159387469291687,
"rewards/rejected": -0.12122640758752823,
"step": 130
},
{
"epoch": 0.36,
"grad_norm": 17.25,
"learning_rate": 4.0204024186666215e-06,
"logits/chosen": -3.0202817916870117,
"logits/rejected": -3.0177478790283203,
"logps/chosen": -27.38101577758789,
"logps/rejected": -32.12105178833008,
"loss": 0.9013,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.021041864529252052,
"rewards/margins": 0.11389818042516708,
"rewards/rejected": -0.09285632520914078,
"step": 140
},
{
"epoch": 0.39,
"grad_norm": 17.5,
"learning_rate": 3.834196265035119e-06,
"logits/chosen": -2.815894603729248,
"logits/rejected": -2.8112242221832275,
"logps/chosen": -27.407995223999023,
"logps/rejected": -31.938213348388672,
"loss": 0.785,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.083502396941185,
"rewards/margins": 0.22641611099243164,
"rewards/rejected": -0.14291372895240784,
"step": 150
},
{
"epoch": 0.42,
"grad_norm": 20.25,
"learning_rate": 3.636998309800573e-06,
"logits/chosen": -3.133810043334961,
"logits/rejected": -3.1171538829803467,
"logps/chosen": -31.85055160522461,
"logps/rejected": -30.0231990814209,
"loss": 0.7145,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.1282336711883545,
"rewards/margins": 0.33691832423210144,
"rewards/rejected": -0.20868465304374695,
"step": 160
},
{
"epoch": 0.44,
"grad_norm": 18.875,
"learning_rate": 3.4304331721118078e-06,
"logits/chosen": -2.946866989135742,
"logits/rejected": -2.954603910446167,
"logps/chosen": -29.613689422607422,
"logps/rejected": -32.301788330078125,
"loss": 0.7392,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.05618465691804886,
"rewards/margins": 0.2966458201408386,
"rewards/rejected": -0.24046114087104797,
"step": 170
},
{
"epoch": 0.47,
"grad_norm": 16.375,
"learning_rate": 3.2162026428305436e-06,
"logits/chosen": -2.803523540496826,
"logits/rejected": -2.8009111881256104,
"logps/chosen": -29.574106216430664,
"logps/rejected": -30.58365249633789,
"loss": 0.839,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.019148189574480057,
"rewards/margins": 0.1822437047958374,
"rewards/rejected": -0.16309550404548645,
"step": 180
},
{
"epoch": 0.49,
"grad_norm": 12.3125,
"learning_rate": 2.996071664294641e-06,
"logits/chosen": -2.913604497909546,
"logits/rejected": -2.909559726715088,
"logps/chosen": -30.189212799072266,
"logps/rejected": -29.22299575805664,
"loss": 0.8485,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.000499642628710717,
"rewards/margins": 0.17259356379508972,
"rewards/rejected": -0.17309322953224182,
"step": 190
},
{
"epoch": 0.52,
"grad_norm": 13.5625,
"learning_rate": 2.7718537898066833e-06,
"logits/chosen": -2.9829163551330566,
"logits/rejected": -2.9701950550079346,
"logps/chosen": -33.297157287597656,
"logps/rejected": -31.153818130493164,
"loss": 0.8146,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.08037153631448746,
"rewards/margins": 0.22431731224060059,
"rewards/rejected": -0.14394578337669373,
"step": 200
},
{
"epoch": 0.52,
"eval_logits/chosen": -2.8232696056365967,
"eval_logits/rejected": -2.820622444152832,
"eval_logps/chosen": -31.65613555908203,
"eval_logps/rejected": -35.39246368408203,
"eval_loss": 0.9363206028938293,
"eval_rewards/accuracies": 0.6183555126190186,
"eval_rewards/chosen": -0.07473766803741455,
"eval_rewards/margins": 0.06412449479103088,
"eval_rewards/rejected": -0.13886214792728424,
"eval_runtime": 113.1194,
"eval_samples_per_second": 3.032,
"eval_steps_per_second": 0.38,
"step": 200
},
{
"epoch": 0.55,
"grad_norm": 22.0,
"learning_rate": 2.5453962426402006e-06,
"logits/chosen": -2.921879768371582,
"logits/rejected": -2.923065185546875,
"logps/chosen": -32.841976165771484,
"logps/rejected": -35.08049011230469,
"loss": 0.7569,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.03828667476773262,
"rewards/margins": 0.28209152817726135,
"rewards/rejected": -0.24380484223365784,
"step": 210
},
{
"epoch": 0.57,
"grad_norm": 16.875,
"learning_rate": 2.3185646976551794e-06,
"logits/chosen": -2.905679225921631,
"logits/rejected": -2.9223124980926514,
"logps/chosen": -29.705821990966797,
"logps/rejected": -29.646404266357422,
"loss": 0.7313,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.09444301575422287,
"rewards/margins": 0.3180699944496155,
"rewards/rejected": -0.223626971244812,
"step": 220
},
{
"epoch": 0.6,
"grad_norm": 17.5,
"learning_rate": 2.0932279108998323e-06,
"logits/chosen": -2.9525959491729736,
"logits/rejected": -2.9570093154907227,
"logps/chosen": -30.988698959350586,
"logps/rejected": -32.67749786376953,
"loss": 0.8272,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.032633669674396515,
"rewards/margins": 0.21650373935699463,
"rewards/rejected": -0.1838700771331787,
"step": 230
},
{
"epoch": 0.62,
"grad_norm": 17.875,
"learning_rate": 1.8712423238279358e-06,
"logits/chosen": -3.010042667388916,
"logits/rejected": -3.0168490409851074,
"logps/chosen": -30.514179229736328,
"logps/rejected": -31.29245948791504,
"loss": 0.7261,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.07814909517765045,
"rewards/margins": 0.2895917594432831,
"rewards/rejected": -0.21144266426563263,
"step": 240
},
{
"epoch": 0.65,
"grad_norm": 17.5,
"learning_rate": 1.6544367689701824e-06,
"logits/chosen": -2.8428425788879395,
"logits/rejected": -2.8320090770721436,
"logps/chosen": -26.695632934570312,
"logps/rejected": -30.281723022460938,
"loss": 0.8345,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.051716603338718414,
"rewards/margins": 0.20173287391662598,
"rewards/rejected": -0.15001627802848816,
"step": 250
},
{
"epoch": 0.68,
"grad_norm": 18.25,
"learning_rate": 1.4445974030621963e-06,
"logits/chosen": -2.8217809200286865,
"logits/rejected": -2.8434066772460938,
"logps/chosen": -29.24324607849121,
"logps/rejected": -35.42533874511719,
"loss": 0.6631,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 0.11734296381473541,
"rewards/margins": 0.36759305000305176,
"rewards/rejected": -0.25025007128715515,
"step": 260
},
{
"epoch": 0.7,
"grad_norm": 20.875,
"learning_rate": 1.243452991757889e-06,
"logits/chosen": -2.964048147201538,
"logits/rejected": -2.9707446098327637,
"logps/chosen": -30.70973777770996,
"logps/rejected": -31.365869522094727,
"loss": 0.6964,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.014324212446808815,
"rewards/margins": 0.3144455850124359,
"rewards/rejected": -0.3001214265823364,
"step": 270
},
{
"epoch": 0.73,
"grad_norm": 17.375,
"learning_rate": 1.0526606671603523e-06,
"logits/chosen": -2.9795358180999756,
"logits/rejected": -2.9657275676727295,
"logps/chosen": -30.683574676513672,
"logps/rejected": -29.658838272094727,
"loss": 0.811,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.007621827535331249,
"rewards/margins": 0.21311911940574646,
"rewards/rejected": -0.20549730956554413,
"step": 280
},
{
"epoch": 0.75,
"grad_norm": 17.875,
"learning_rate": 8.737922755071455e-07,
"logits/chosen": -2.908496618270874,
"logits/rejected": -2.89042592048645,
"logps/chosen": -31.784709930419922,
"logps/rejected": -32.081748962402344,
"loss": 0.5814,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.17031878232955933,
"rewards/margins": 0.48200663924217224,
"rewards/rejected": -0.3116878867149353,
"step": 290
},
{
"epoch": 0.78,
"grad_norm": 16.875,
"learning_rate": 7.08321427484816e-07,
"logits/chosen": -2.909313440322876,
"logits/rejected": -2.9058613777160645,
"logps/chosen": -31.75840187072754,
"logps/rejected": -28.829761505126953,
"loss": 0.7173,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.09285064786672592,
"rewards/margins": 0.3380856215953827,
"rewards/rejected": -0.24523496627807617,
"step": 300
},
{
"epoch": 0.78,
"eval_logits/chosen": -2.8267321586608887,
"eval_logits/rejected": -2.8247475624084473,
"eval_logps/chosen": -31.700992584228516,
"eval_logps/rejected": -35.481746673583984,
"eval_loss": 0.9279295802116394,
"eval_rewards/accuracies": 0.6125415563583374,
"eval_rewards/chosen": -0.08370788395404816,
"eval_rewards/margins": 0.07301054149866104,
"eval_rewards/rejected": -0.1567184180021286,
"eval_runtime": 112.8754,
"eval_samples_per_second": 3.039,
"eval_steps_per_second": 0.381,
"step": 300
},
{
"epoch": 0.81,
"grad_norm": 18.875,
"learning_rate": 5.576113578589035e-07,
"logits/chosen": -2.7911877632141113,
"logits/rejected": -2.8082525730133057,
"logps/chosen": -29.013874053955078,
"logps/rejected": -32.23237228393555,
"loss": 0.6971,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 0.04310917109251022,
"rewards/margins": 0.34318238496780396,
"rewards/rejected": -0.3000732362270355,
"step": 310
},
{
"epoch": 0.83,
"grad_norm": 17.875,
"learning_rate": 4.229036944380913e-07,
"logits/chosen": -3.034618616104126,
"logits/rejected": -3.0209412574768066,
"logps/chosen": -29.51166343688965,
"logps/rejected": -29.482135772705078,
"loss": 0.6758,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.13998422026634216,
"rewards/margins": 0.3726558983325958,
"rewards/rejected": -0.23267166316509247,
"step": 320
},
{
"epoch": 0.86,
"grad_norm": 16.375,
"learning_rate": 3.053082288996112e-07,
"logits/chosen": -2.9494917392730713,
"logits/rejected": -2.9318935871124268,
"logps/chosen": -27.68900489807129,
"logps/rejected": -31.994842529296875,
"loss": 0.6228,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.1346132755279541,
"rewards/margins": 0.4552524983882904,
"rewards/rejected": -0.3206392228603363,
"step": 330
},
{
"epoch": 0.88,
"grad_norm": 20.25,
"learning_rate": 2.0579377374915805e-07,
"logits/chosen": -3.168849468231201,
"logits/rejected": -3.174539089202881,
"logps/chosen": -31.354122161865234,
"logps/rejected": -34.371620178222656,
"loss": 0.6799,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.057016681879758835,
"rewards/margins": 0.39213961362838745,
"rewards/rejected": -0.3351229131221771,
"step": 340
},
{
"epoch": 0.91,
"grad_norm": 18.75,
"learning_rate": 1.2518018074041684e-07,
"logits/chosen": -3.0446276664733887,
"logits/rejected": -3.0476937294006348,
"logps/chosen": -30.175695419311523,
"logps/rejected": -32.66219711303711,
"loss": 0.6878,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.12623663246631622,
"rewards/margins": 0.35601407289505005,
"rewards/rejected": -0.22977742552757263,
"step": 350
},
{
"epoch": 0.94,
"grad_norm": 20.25,
"learning_rate": 6.41315865106129e-08,
"logits/chosen": -2.8835089206695557,
"logits/rejected": -2.8853554725646973,
"logps/chosen": -27.79741859436035,
"logps/rejected": -30.80864906311035,
"loss": 0.6737,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.1704617589712143,
"rewards/margins": 0.3660039007663727,
"rewards/rejected": -0.19554206728935242,
"step": 360
},
{
"epoch": 0.96,
"grad_norm": 24.375,
"learning_rate": 2.3150941078050325e-08,
"logits/chosen": -2.960698127746582,
"logits/rejected": -2.958723306655884,
"logps/chosen": -30.233112335205078,
"logps/rejected": -33.06101608276367,
"loss": 0.7086,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.1107078567147255,
"rewards/margins": 0.33730247616767883,
"rewards/rejected": -0.22659464180469513,
"step": 370
},
{
"epoch": 0.99,
"grad_norm": 18.25,
"learning_rate": 2.575864278703266e-09,
"logits/chosen": -2.9156675338745117,
"logits/rejected": -2.898934841156006,
"logps/chosen": -28.734481811523438,
"logps/rejected": -29.24869728088379,
"loss": 0.7185,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.04211098328232765,
"rewards/margins": 0.31392616033554077,
"rewards/rejected": -0.2718151807785034,
"step": 380
},
{
"epoch": 1.0,
"step": 385,
"total_flos": 0.0,
"train_loss": 0.8011291454364727,
"train_runtime": 2726.0249,
"train_samples_per_second": 1.129,
"train_steps_per_second": 0.141
}
],
"logging_steps": 10,
"max_steps": 385,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}