scam-ads-detection / trainer_state.json
Purino's picture
Upload folder using huggingface_hub
183c114 verified
Raw
History Blame Contribute Delete
36.3 kB
{
"best_global_step": 738,
"best_metric": 1.9550799131393433,
"best_model_checkpoint": "/content/drive/MyDrive/NCKH/outputs/gemma-4-E4B-it-unsloth-bnb-4bit-lora/checkpoint-738",
"epoch": 5.0,
"eval_steps": 25,
"global_step": 1845,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02710027100271003,
"grad_norm": 22.728397369384766,
"learning_rate": 2.432432432432433e-06,
"loss": 11.919314575195312,
"step": 10
},
{
"epoch": 0.05420054200542006,
"grad_norm": 22.40118408203125,
"learning_rate": 5.135135135135136e-06,
"loss": 11.23604507446289,
"step": 20
},
{
"epoch": 0.08130081300813008,
"grad_norm": 23.464128494262695,
"learning_rate": 7.837837837837838e-06,
"loss": 9.405374145507812,
"step": 30
},
{
"epoch": 0.10840108401084012,
"grad_norm": 10.659221649169922,
"learning_rate": 1.0540540540540541e-05,
"loss": 6.506309509277344,
"step": 40
},
{
"epoch": 0.13550135501355012,
"grad_norm": 7.267085075378418,
"learning_rate": 1.3243243243243244e-05,
"loss": 3.981406402587891,
"step": 50
},
{
"epoch": 0.16260162601626016,
"grad_norm": 7.117081165313721,
"learning_rate": 1.5945945945945947e-05,
"loss": 2.373625373840332,
"step": 60
},
{
"epoch": 0.1897018970189702,
"grad_norm": 1.1280121803283691,
"learning_rate": 1.864864864864865e-05,
"loss": 1.5003188133239747,
"step": 70
},
{
"epoch": 0.21680216802168023,
"grad_norm": 2.7155864238739014,
"learning_rate": 2.1351351351351353e-05,
"loss": 1.072439193725586,
"step": 80
},
{
"epoch": 0.24390243902439024,
"grad_norm": 3.442587375640869,
"learning_rate": 2.4054054054054056e-05,
"loss": 1.1835954666137696,
"step": 90
},
{
"epoch": 0.27100271002710025,
"grad_norm": 0.24733102321624756,
"learning_rate": 2.6756756756756756e-05,
"loss": 0.5424500942230225,
"step": 100
},
{
"epoch": 0.2981029810298103,
"grad_norm": 2.9170358180999756,
"learning_rate": 2.945945945945946e-05,
"loss": 1.1580610275268555,
"step": 110
},
{
"epoch": 0.3252032520325203,
"grad_norm": 2.135418176651001,
"learning_rate": 3.2162162162162165e-05,
"loss": 0.7624737739562988,
"step": 120
},
{
"epoch": 0.3523035230352303,
"grad_norm": 2.1784112453460693,
"learning_rate": 3.486486486486487e-05,
"loss": 0.769621467590332,
"step": 130
},
{
"epoch": 0.3794037940379404,
"grad_norm": 3.46102237701416,
"learning_rate": 3.756756756756757e-05,
"loss": 0.9935452461242675,
"step": 140
},
{
"epoch": 0.4065040650406504,
"grad_norm": 2.1675102710723877,
"learning_rate": 4.0270270270270274e-05,
"loss": 0.6819512844085693,
"step": 150
},
{
"epoch": 0.43360433604336046,
"grad_norm": 2.2418923377990723,
"learning_rate": 4.297297297297298e-05,
"loss": 0.6065433502197266,
"step": 160
},
{
"epoch": 0.46070460704607047,
"grad_norm": 1.215096116065979,
"learning_rate": 4.567567567567568e-05,
"loss": 0.9963153839111328,
"step": 170
},
{
"epoch": 0.4878048780487805,
"grad_norm": 1.9262304306030273,
"learning_rate": 4.837837837837838e-05,
"loss": 0.7181135177612304,
"step": 180
},
{
"epoch": 0.5149051490514905,
"grad_norm": 2.643014669418335,
"learning_rate": 4.987951807228916e-05,
"loss": 0.44757895469665526,
"step": 190
},
{
"epoch": 0.5420054200542005,
"grad_norm": 1.5491818189620972,
"learning_rate": 4.957831325301205e-05,
"loss": 0.6427767276763916,
"step": 200
},
{
"epoch": 0.5691056910569106,
"grad_norm": 2.8546581268310547,
"learning_rate": 4.927710843373494e-05,
"loss": 0.7251592159271241,
"step": 210
},
{
"epoch": 0.5962059620596206,
"grad_norm": 0.9586758613586426,
"learning_rate": 4.8975903614457834e-05,
"loss": 0.503507137298584,
"step": 220
},
{
"epoch": 0.6233062330623306,
"grad_norm": 2.097965717315674,
"learning_rate": 4.8674698795180725e-05,
"loss": 0.6909904956817627,
"step": 230
},
{
"epoch": 0.6504065040650406,
"grad_norm": 2.5051257610321045,
"learning_rate": 4.837349397590362e-05,
"loss": 0.486527681350708,
"step": 240
},
{
"epoch": 0.6775067750677507,
"grad_norm": 0.34357234835624695,
"learning_rate": 4.807228915662651e-05,
"loss": 0.4830454349517822,
"step": 250
},
{
"epoch": 0.7046070460704607,
"grad_norm": 2.0146594047546387,
"learning_rate": 4.7771084337349394e-05,
"loss": 0.5729067325592041,
"step": 260
},
{
"epoch": 0.7317073170731707,
"grad_norm": 0.0874701589345932,
"learning_rate": 4.746987951807229e-05,
"loss": 0.4739652156829834,
"step": 270
},
{
"epoch": 0.7588075880758808,
"grad_norm": 2.5818629264831543,
"learning_rate": 4.7168674698795185e-05,
"loss": 0.6038558006286621,
"step": 280
},
{
"epoch": 0.7859078590785907,
"grad_norm": 1.2498514652252197,
"learning_rate": 4.686746987951807e-05,
"loss": 0.5109341144561768,
"step": 290
},
{
"epoch": 0.8130081300813008,
"grad_norm": 1.7125121355056763,
"learning_rate": 4.656626506024097e-05,
"loss": 0.485601806640625,
"step": 300
},
{
"epoch": 0.8401084010840109,
"grad_norm": 1.4098396301269531,
"learning_rate": 4.626506024096386e-05,
"loss": 0.38882980346679685,
"step": 310
},
{
"epoch": 0.8672086720867209,
"grad_norm": 1.7848849296569824,
"learning_rate": 4.5963855421686746e-05,
"loss": 0.7246835708618165,
"step": 320
},
{
"epoch": 0.8943089430894309,
"grad_norm": 1.9683917760849,
"learning_rate": 4.566265060240964e-05,
"loss": 0.49833040237426757,
"step": 330
},
{
"epoch": 0.9214092140921409,
"grad_norm": 1.1137908697128296,
"learning_rate": 4.5361445783132537e-05,
"loss": 0.5018684387207031,
"step": 340
},
{
"epoch": 0.948509485094851,
"grad_norm": 1.7771272659301758,
"learning_rate": 4.506024096385542e-05,
"loss": 0.5021445751190186,
"step": 350
},
{
"epoch": 0.975609756097561,
"grad_norm": 1.9330641031265259,
"learning_rate": 4.4759036144578314e-05,
"loss": 0.5039750099182129,
"step": 360
},
{
"epoch": 1.0,
"eval_loss": 1.9937856197357178,
"eval_runtime": 34.3095,
"eval_samples_per_second": 10.755,
"eval_steps_per_second": 1.37,
"step": 369
},
{
"epoch": 1.002710027100271,
"grad_norm": 0.005452820099890232,
"learning_rate": 4.4457831325301206e-05,
"loss": 0.40453200340270995,
"step": 370
},
{
"epoch": 1.029810298102981,
"grad_norm": 0.7742593288421631,
"learning_rate": 4.41566265060241e-05,
"loss": 0.4177242755889893,
"step": 380
},
{
"epoch": 1.056910569105691,
"grad_norm": 0.011842379346489906,
"learning_rate": 4.385542168674699e-05,
"loss": 0.4176949501037598,
"step": 390
},
{
"epoch": 1.084010840108401,
"grad_norm": 1.8473925590515137,
"learning_rate": 4.355421686746988e-05,
"loss": 0.45896615982055666,
"step": 400
},
{
"epoch": 1.1111111111111112,
"grad_norm": 1.9900813102722168,
"learning_rate": 4.325301204819277e-05,
"loss": 0.5105923175811767,
"step": 410
},
{
"epoch": 1.1382113821138211,
"grad_norm": 1.7401782274246216,
"learning_rate": 4.2951807228915665e-05,
"loss": 0.2536778450012207,
"step": 420
},
{
"epoch": 1.165311653116531,
"grad_norm": 1.3964563608169556,
"learning_rate": 4.265060240963856e-05,
"loss": 0.48720102310180663,
"step": 430
},
{
"epoch": 1.1924119241192412,
"grad_norm": 0.01112714409828186,
"learning_rate": 4.234939759036145e-05,
"loss": 0.43120126724243163,
"step": 440
},
{
"epoch": 1.2195121951219512,
"grad_norm": 0.6834083795547485,
"learning_rate": 4.204819277108434e-05,
"loss": 0.3716581344604492,
"step": 450
},
{
"epoch": 1.2466124661246614,
"grad_norm": 1.7361128330230713,
"learning_rate": 4.174698795180723e-05,
"loss": 0.4478722095489502,
"step": 460
},
{
"epoch": 1.2737127371273713,
"grad_norm": 1.3282142877578735,
"learning_rate": 4.1445783132530125e-05,
"loss": 0.40467066764831544,
"step": 470
},
{
"epoch": 1.3008130081300813,
"grad_norm": 1.0177502632141113,
"learning_rate": 4.114457831325301e-05,
"loss": 0.4328292369842529,
"step": 480
},
{
"epoch": 1.3279132791327912,
"grad_norm": 2.367649793624878,
"learning_rate": 4.084337349397591e-05,
"loss": 0.47493462562561034,
"step": 490
},
{
"epoch": 1.3550135501355014,
"grad_norm": 2.39469838142395,
"learning_rate": 4.05421686746988e-05,
"loss": 0.42293686866760255,
"step": 500
},
{
"epoch": 1.3821138211382114,
"grad_norm": 1.8532780408859253,
"learning_rate": 4.0240963855421686e-05,
"loss": 0.4274147987365723,
"step": 510
},
{
"epoch": 1.4092140921409215,
"grad_norm": 2.1795737743377686,
"learning_rate": 3.993975903614458e-05,
"loss": 0.4310306549072266,
"step": 520
},
{
"epoch": 1.4363143631436315,
"grad_norm": 1.617717981338501,
"learning_rate": 3.9638554216867476e-05,
"loss": 0.4066213607788086,
"step": 530
},
{
"epoch": 1.4634146341463414,
"grad_norm": 1.9892994165420532,
"learning_rate": 3.933734939759036e-05,
"loss": 0.33212642669677733,
"step": 540
},
{
"epoch": 1.4905149051490514,
"grad_norm": 1.493666648864746,
"learning_rate": 3.903614457831325e-05,
"loss": 0.21177103519439697,
"step": 550
},
{
"epoch": 1.5176151761517616,
"grad_norm": 4.7155375480651855,
"learning_rate": 3.8734939759036145e-05,
"loss": 0.3580620527267456,
"step": 560
},
{
"epoch": 1.5447154471544715,
"grad_norm": 1.7162026166915894,
"learning_rate": 3.843373493975904e-05,
"loss": 0.38322744369506834,
"step": 570
},
{
"epoch": 1.5718157181571817,
"grad_norm": 0.0026090233586728573,
"learning_rate": 3.813253012048193e-05,
"loss": 0.3508410930633545,
"step": 580
},
{
"epoch": 1.5989159891598916,
"grad_norm": 1.2260611057281494,
"learning_rate": 3.783132530120482e-05,
"loss": 0.398317551612854,
"step": 590
},
{
"epoch": 1.6260162601626016,
"grad_norm": 1.6680866479873657,
"learning_rate": 3.753012048192771e-05,
"loss": 0.29882686138153075,
"step": 600
},
{
"epoch": 1.6531165311653115,
"grad_norm": 1.2418262958526611,
"learning_rate": 3.7228915662650605e-05,
"loss": 0.36798510551452634,
"step": 610
},
{
"epoch": 1.6802168021680217,
"grad_norm": 1.9428493976593018,
"learning_rate": 3.69277108433735e-05,
"loss": 0.538023042678833,
"step": 620
},
{
"epoch": 1.7073170731707317,
"grad_norm": 1.5121231079101562,
"learning_rate": 3.662650602409639e-05,
"loss": 0.3228819131851196,
"step": 630
},
{
"epoch": 1.7344173441734418,
"grad_norm": 0.003926251549273729,
"learning_rate": 3.632530120481928e-05,
"loss": 0.3228945732116699,
"step": 640
},
{
"epoch": 1.7615176151761518,
"grad_norm": 2.2107574939727783,
"learning_rate": 3.602409638554217e-05,
"loss": 0.25911893844604494,
"step": 650
},
{
"epoch": 1.7886178861788617,
"grad_norm": 1.656571388244629,
"learning_rate": 3.572289156626506e-05,
"loss": 0.3195812463760376,
"step": 660
},
{
"epoch": 1.8157181571815717,
"grad_norm": 1.494348168373108,
"learning_rate": 3.5421686746987956e-05,
"loss": 0.4198177337646484,
"step": 670
},
{
"epoch": 1.8428184281842819,
"grad_norm": 1.5578944683074951,
"learning_rate": 3.512048192771085e-05,
"loss": 0.30634071826934817,
"step": 680
},
{
"epoch": 1.8699186991869918,
"grad_norm": 1.459014654159546,
"learning_rate": 3.4819277108433733e-05,
"loss": 0.2012237787246704,
"step": 690
},
{
"epoch": 1.897018970189702,
"grad_norm": 1.9899115562438965,
"learning_rate": 3.4518072289156625e-05,
"loss": 0.3630890130996704,
"step": 700
},
{
"epoch": 1.924119241192412,
"grad_norm": 1.7434362173080444,
"learning_rate": 3.4216867469879524e-05,
"loss": 0.38361058235168455,
"step": 710
},
{
"epoch": 1.951219512195122,
"grad_norm": 2.506061315536499,
"learning_rate": 3.391566265060241e-05,
"loss": 0.36006913185119627,
"step": 720
},
{
"epoch": 1.9783197831978319,
"grad_norm": 1.2967313528060913,
"learning_rate": 3.36144578313253e-05,
"loss": 0.43243207931518557,
"step": 730
},
{
"epoch": 2.0,
"eval_loss": 1.9550799131393433,
"eval_runtime": 16.9034,
"eval_samples_per_second": 21.83,
"eval_steps_per_second": 2.781,
"step": 738
},
{
"epoch": 2.005420054200542,
"grad_norm": 1.7908809185028076,
"learning_rate": 3.331325301204819e-05,
"loss": 0.3564627647399902,
"step": 740
},
{
"epoch": 2.032520325203252,
"grad_norm": 2.3227219581604004,
"learning_rate": 3.3012048192771085e-05,
"loss": 0.2629601240158081,
"step": 750
},
{
"epoch": 2.059620596205962,
"grad_norm": 1.3656333684921265,
"learning_rate": 3.271084337349398e-05,
"loss": 0.23673155307769775,
"step": 760
},
{
"epoch": 2.086720867208672,
"grad_norm": 0.779041051864624,
"learning_rate": 3.240963855421687e-05,
"loss": 0.2373396635055542,
"step": 770
},
{
"epoch": 2.113821138211382,
"grad_norm": 2.1576573848724365,
"learning_rate": 3.210843373493976e-05,
"loss": 0.30527400970458984,
"step": 780
},
{
"epoch": 2.140921409214092,
"grad_norm": 0.8158577084541321,
"learning_rate": 3.180722891566265e-05,
"loss": 0.2940396785736084,
"step": 790
},
{
"epoch": 2.168021680216802,
"grad_norm": 1.594860553741455,
"learning_rate": 3.1506024096385545e-05,
"loss": 0.20990023612976075,
"step": 800
},
{
"epoch": 2.1951219512195124,
"grad_norm": 0.4698055386543274,
"learning_rate": 3.1204819277108436e-05,
"loss": 0.26699907779693605,
"step": 810
},
{
"epoch": 2.2222222222222223,
"grad_norm": 2.378993034362793,
"learning_rate": 3.090361445783133e-05,
"loss": 0.27274370193481445,
"step": 820
},
{
"epoch": 2.2493224932249323,
"grad_norm": 1.2885280847549438,
"learning_rate": 3.060240963855422e-05,
"loss": 0.3429036855697632,
"step": 830
},
{
"epoch": 2.2764227642276422,
"grad_norm": 1.4905011653900146,
"learning_rate": 3.0301204819277112e-05,
"loss": 0.2828040361404419,
"step": 840
},
{
"epoch": 2.303523035230352,
"grad_norm": 1.5921467542648315,
"learning_rate": 3e-05,
"loss": 0.35811243057250974,
"step": 850
},
{
"epoch": 2.330623306233062,
"grad_norm": 1.7875797748565674,
"learning_rate": 2.9698795180722893e-05,
"loss": 0.32458696365356443,
"step": 860
},
{
"epoch": 2.3577235772357725,
"grad_norm": 1.420148491859436,
"learning_rate": 2.9397590361445788e-05,
"loss": 0.2281116485595703,
"step": 870
},
{
"epoch": 2.3848238482384825,
"grad_norm": 1.8053313493728638,
"learning_rate": 2.9096385542168677e-05,
"loss": 0.2463682174682617,
"step": 880
},
{
"epoch": 2.4119241192411924,
"grad_norm": 1.9201525449752808,
"learning_rate": 2.879518072289157e-05,
"loss": 0.22586345672607422,
"step": 890
},
{
"epoch": 2.4390243902439024,
"grad_norm": 0.002116014016792178,
"learning_rate": 2.849397590361446e-05,
"loss": 0.21752567291259767,
"step": 900
},
{
"epoch": 2.4661246612466123,
"grad_norm": 0.8621284365653992,
"learning_rate": 2.819277108433735e-05,
"loss": 0.22801313400268555,
"step": 910
},
{
"epoch": 2.4932249322493227,
"grad_norm": 1.477442979812622,
"learning_rate": 2.7891566265060244e-05,
"loss": 0.15715408325195312,
"step": 920
},
{
"epoch": 2.5203252032520327,
"grad_norm": 1.900180459022522,
"learning_rate": 2.7590361445783136e-05,
"loss": 0.3475168466567993,
"step": 930
},
{
"epoch": 2.5474254742547426,
"grad_norm": 0.9240522980690002,
"learning_rate": 2.7289156626506025e-05,
"loss": 0.3510331630706787,
"step": 940
},
{
"epoch": 2.5745257452574526,
"grad_norm": 0.0004255448584444821,
"learning_rate": 2.6987951807228917e-05,
"loss": 0.23643341064453124,
"step": 950
},
{
"epoch": 2.6016260162601625,
"grad_norm": 2.2889161109924316,
"learning_rate": 2.6686746987951812e-05,
"loss": 0.3139182567596436,
"step": 960
},
{
"epoch": 2.6287262872628725,
"grad_norm": 2.3648195266723633,
"learning_rate": 2.6385542168674697e-05,
"loss": 0.26003103256225585,
"step": 970
},
{
"epoch": 2.6558265582655824,
"grad_norm": 2.294528007507324,
"learning_rate": 2.6084337349397592e-05,
"loss": 0.3664748191833496,
"step": 980
},
{
"epoch": 2.682926829268293,
"grad_norm": 2.02767014503479,
"learning_rate": 2.5783132530120484e-05,
"loss": 0.28735396862030027,
"step": 990
},
{
"epoch": 2.710027100271003,
"grad_norm": 1.2427754402160645,
"learning_rate": 2.5481927710843373e-05,
"loss": 0.32174689769744874,
"step": 1000
},
{
"epoch": 2.7371273712737128,
"grad_norm": 1.545106053352356,
"learning_rate": 2.5180722891566265e-05,
"loss": 0.18646930456161498,
"step": 1010
},
{
"epoch": 2.7642276422764227,
"grad_norm": 1.4381146430969238,
"learning_rate": 2.4879518072289157e-05,
"loss": 0.18642499446868896,
"step": 1020
},
{
"epoch": 2.7913279132791327,
"grad_norm": 2.0318527221679688,
"learning_rate": 2.4578313253012052e-05,
"loss": 0.29974429607391356,
"step": 1030
},
{
"epoch": 2.818428184281843,
"grad_norm": 1.4769566059112549,
"learning_rate": 2.427710843373494e-05,
"loss": 0.211688232421875,
"step": 1040
},
{
"epoch": 2.845528455284553,
"grad_norm": 0.5660593509674072,
"learning_rate": 2.3975903614457832e-05,
"loss": 0.2741595506668091,
"step": 1050
},
{
"epoch": 2.872628726287263,
"grad_norm": 2.2198262214660645,
"learning_rate": 2.3674698795180724e-05,
"loss": 0.28442981243133547,
"step": 1060
},
{
"epoch": 2.899728997289973,
"grad_norm": 1.2250746488571167,
"learning_rate": 2.3373493975903616e-05,
"loss": 0.3678981065750122,
"step": 1070
},
{
"epoch": 2.926829268292683,
"grad_norm": 1.323784589767456,
"learning_rate": 2.3072289156626505e-05,
"loss": 0.19401313066482545,
"step": 1080
},
{
"epoch": 2.953929539295393,
"grad_norm": 1.2216640710830688,
"learning_rate": 2.27710843373494e-05,
"loss": 0.24386465549468994,
"step": 1090
},
{
"epoch": 2.9810298102981028,
"grad_norm": 0.0011535240337252617,
"learning_rate": 2.246987951807229e-05,
"loss": 0.18954521417617798,
"step": 1100
},
{
"epoch": 3.0,
"eval_loss": 2.054677963256836,
"eval_runtime": 16.8639,
"eval_samples_per_second": 21.881,
"eval_steps_per_second": 2.787,
"step": 1107
},
{
"epoch": 3.008130081300813,
"grad_norm": 0.9947961568832397,
"learning_rate": 2.216867469879518e-05,
"loss": 0.2884655475616455,
"step": 1110
},
{
"epoch": 3.035230352303523,
"grad_norm": 0.0003063350450247526,
"learning_rate": 2.1867469879518072e-05,
"loss": 0.11665208339691162,
"step": 1120
},
{
"epoch": 3.062330623306233,
"grad_norm": 3.730006694793701,
"learning_rate": 2.1566265060240964e-05,
"loss": 0.1934136390686035,
"step": 1130
},
{
"epoch": 3.089430894308943,
"grad_norm": 2.041410207748413,
"learning_rate": 2.1265060240963856e-05,
"loss": 0.24326050281524658,
"step": 1140
},
{
"epoch": 3.116531165311653,
"grad_norm": 0.8090879321098328,
"learning_rate": 2.0963855421686748e-05,
"loss": 0.14255741834640503,
"step": 1150
},
{
"epoch": 3.1436314363143634,
"grad_norm": 1.8423101902008057,
"learning_rate": 2.066265060240964e-05,
"loss": 0.22453477382659912,
"step": 1160
},
{
"epoch": 3.1707317073170733,
"grad_norm": 1.2213603258132935,
"learning_rate": 2.0361445783132532e-05,
"loss": 0.1474652409553528,
"step": 1170
},
{
"epoch": 3.1978319783197833,
"grad_norm": 1.6069453954696655,
"learning_rate": 2.0060240963855424e-05,
"loss": 0.18184350728988646,
"step": 1180
},
{
"epoch": 3.2249322493224932,
"grad_norm": 2.2042312622070312,
"learning_rate": 1.9759036144578312e-05,
"loss": 0.20034589767456054,
"step": 1190
},
{
"epoch": 3.252032520325203,
"grad_norm": 1.6379846334457397,
"learning_rate": 1.9457831325301208e-05,
"loss": 0.1619314432144165,
"step": 1200
},
{
"epoch": 3.279132791327913,
"grad_norm": 2.0756173133850098,
"learning_rate": 1.9156626506024096e-05,
"loss": 0.15652774572372435,
"step": 1210
},
{
"epoch": 3.306233062330623,
"grad_norm": 1.7097762823104858,
"learning_rate": 1.8855421686746988e-05,
"loss": 0.13532664775848388,
"step": 1220
},
{
"epoch": 3.3333333333333335,
"grad_norm": 1.3465607166290283,
"learning_rate": 1.855421686746988e-05,
"loss": 0.15555697679519653,
"step": 1230
},
{
"epoch": 3.3604336043360434,
"grad_norm": 1.7080705165863037,
"learning_rate": 1.8253012048192772e-05,
"loss": 0.1912943482398987,
"step": 1240
},
{
"epoch": 3.3875338753387534,
"grad_norm": 0.000967069179750979,
"learning_rate": 1.7951807228915664e-05,
"loss": 0.18387593030929567,
"step": 1250
},
{
"epoch": 3.4146341463414633,
"grad_norm": 1.7816832065582275,
"learning_rate": 1.7650602409638556e-05,
"loss": 0.18378511667251587,
"step": 1260
},
{
"epoch": 3.4417344173441733,
"grad_norm": 2.6202845573425293,
"learning_rate": 1.7349397590361448e-05,
"loss": 0.23261580467224122,
"step": 1270
},
{
"epoch": 3.4688346883468837,
"grad_norm": 2.1822383403778076,
"learning_rate": 1.7048192771084336e-05,
"loss": 0.14113547801971435,
"step": 1280
},
{
"epoch": 3.4959349593495936,
"grad_norm": 1.4640594720840454,
"learning_rate": 1.674698795180723e-05,
"loss": 0.20534427165985109,
"step": 1290
},
{
"epoch": 3.5230352303523036,
"grad_norm": 1.213744878768921,
"learning_rate": 1.644578313253012e-05,
"loss": 0.18255839347839356,
"step": 1300
},
{
"epoch": 3.5501355013550135,
"grad_norm": 1.1535859107971191,
"learning_rate": 1.6144578313253012e-05,
"loss": 0.2130563497543335,
"step": 1310
},
{
"epoch": 3.5772357723577235,
"grad_norm": 2.318845272064209,
"learning_rate": 1.5843373493975904e-05,
"loss": 0.16065138578414917,
"step": 1320
},
{
"epoch": 3.6043360433604335,
"grad_norm": 2.619586706161499,
"learning_rate": 1.5542168674698796e-05,
"loss": 0.17162058353424073,
"step": 1330
},
{
"epoch": 3.6314363143631434,
"grad_norm": 2.33847713470459,
"learning_rate": 1.524096385542169e-05,
"loss": 0.20561666488647462,
"step": 1340
},
{
"epoch": 3.658536585365854,
"grad_norm": 1.9664802551269531,
"learning_rate": 1.493975903614458e-05,
"loss": 0.19157127141952515,
"step": 1350
},
{
"epoch": 3.6856368563685638,
"grad_norm": 2.329408645629883,
"learning_rate": 1.463855421686747e-05,
"loss": 0.21277453899383544,
"step": 1360
},
{
"epoch": 3.7127371273712737,
"grad_norm": 1.6541913747787476,
"learning_rate": 1.4337349397590364e-05,
"loss": 0.1630422830581665,
"step": 1370
},
{
"epoch": 3.7398373983739837,
"grad_norm": 0.0003956485306844115,
"learning_rate": 1.4036144578313254e-05,
"loss": 0.185025954246521,
"step": 1380
},
{
"epoch": 3.7669376693766936,
"grad_norm": 2.3650405406951904,
"learning_rate": 1.3734939759036144e-05,
"loss": 0.22130346298217773,
"step": 1390
},
{
"epoch": 3.794037940379404,
"grad_norm": 1.982306957244873,
"learning_rate": 1.3433734939759038e-05,
"loss": 0.1326514720916748,
"step": 1400
},
{
"epoch": 3.821138211382114,
"grad_norm": 2.5378623008728027,
"learning_rate": 1.3132530120481928e-05,
"loss": 0.18815650939941406,
"step": 1410
},
{
"epoch": 3.848238482384824,
"grad_norm": 1.572888731956482,
"learning_rate": 1.283132530120482e-05,
"loss": 0.24666080474853516,
"step": 1420
},
{
"epoch": 3.875338753387534,
"grad_norm": 2.4423999786376953,
"learning_rate": 1.2530120481927712e-05,
"loss": 0.13651864528656005,
"step": 1430
},
{
"epoch": 3.902439024390244,
"grad_norm": 2.614476203918457,
"learning_rate": 1.2228915662650604e-05,
"loss": 0.16551176309585572,
"step": 1440
},
{
"epoch": 3.9295392953929538,
"grad_norm": 2.7172443866729736,
"learning_rate": 1.1927710843373496e-05,
"loss": 0.22759897708892823,
"step": 1450
},
{
"epoch": 3.9566395663956637,
"grad_norm": 2.725436210632324,
"learning_rate": 1.1626506024096386e-05,
"loss": 0.17690047025680541,
"step": 1460
},
{
"epoch": 3.983739837398374,
"grad_norm": 1.7033926248550415,
"learning_rate": 1.1325301204819278e-05,
"loss": 0.19610682725906373,
"step": 1470
},
{
"epoch": 4.0,
"eval_loss": 2.159024953842163,
"eval_runtime": 16.8991,
"eval_samples_per_second": 21.836,
"eval_steps_per_second": 2.781,
"step": 1476
},
{
"epoch": 4.010840108401084,
"grad_norm": 1.5601325035095215,
"learning_rate": 1.102409638554217e-05,
"loss": 0.1691329598426819,
"step": 1480
},
{
"epoch": 4.0379403794037945,
"grad_norm": 1.649061679840088,
"learning_rate": 1.0722891566265062e-05,
"loss": 0.13990991115570067,
"step": 1490
},
{
"epoch": 4.065040650406504,
"grad_norm": 3.2786800861358643,
"learning_rate": 1.0421686746987952e-05,
"loss": 0.15654369592666625,
"step": 1500
},
{
"epoch": 4.092140921409214,
"grad_norm": 1.1028623580932617,
"learning_rate": 1.0120481927710844e-05,
"loss": 0.08107818961143494,
"step": 1510
},
{
"epoch": 4.119241192411924,
"grad_norm": 2.663709878921509,
"learning_rate": 9.819277108433736e-06,
"loss": 0.11348884105682373,
"step": 1520
},
{
"epoch": 4.146341463414634,
"grad_norm": 2.1573872566223145,
"learning_rate": 9.518072289156626e-06,
"loss": 0.15013401508331298,
"step": 1530
},
{
"epoch": 4.173441734417344,
"grad_norm": 2.9208433628082275,
"learning_rate": 9.216867469879518e-06,
"loss": 0.13929959535598754,
"step": 1540
},
{
"epoch": 4.200542005420054,
"grad_norm": 3.1555604934692383,
"learning_rate": 8.91566265060241e-06,
"loss": 0.16203492879867554,
"step": 1550
},
{
"epoch": 4.227642276422764,
"grad_norm": 2.0795438289642334,
"learning_rate": 8.614457831325302e-06,
"loss": 0.07984868288040162,
"step": 1560
},
{
"epoch": 4.254742547425474,
"grad_norm": 2.296844005584717,
"learning_rate": 8.313253012048194e-06,
"loss": 0.12368906736373901,
"step": 1570
},
{
"epoch": 4.281842818428184,
"grad_norm": 2.429440498352051,
"learning_rate": 8.012048192771085e-06,
"loss": 0.11656389236450196,
"step": 1580
},
{
"epoch": 4.308943089430894,
"grad_norm": 2.974891424179077,
"learning_rate": 7.710843373493977e-06,
"loss": 0.0838359236717224,
"step": 1590
},
{
"epoch": 4.336043360433604,
"grad_norm": 3.0825984477996826,
"learning_rate": 7.409638554216868e-06,
"loss": 0.1049979567527771,
"step": 1600
},
{
"epoch": 4.363143631436314,
"grad_norm": 0.01348312571644783,
"learning_rate": 7.1084337349397595e-06,
"loss": 0.10732258558273315,
"step": 1610
},
{
"epoch": 4.390243902439025,
"grad_norm": 1.7159212827682495,
"learning_rate": 6.8072289156626514e-06,
"loss": 0.1017596960067749,
"step": 1620
},
{
"epoch": 4.417344173441735,
"grad_norm": 2.7607741355895996,
"learning_rate": 6.506024096385542e-06,
"loss": 0.1391127347946167,
"step": 1630
},
{
"epoch": 4.444444444444445,
"grad_norm": 2.652299165725708,
"learning_rate": 6.2048192771084344e-06,
"loss": 0.07451351284980774,
"step": 1640
},
{
"epoch": 4.471544715447155,
"grad_norm": 1.3986726999282837,
"learning_rate": 5.9036144578313255e-06,
"loss": 0.1240576982498169,
"step": 1650
},
{
"epoch": 4.4986449864498645,
"grad_norm": 2.370952844619751,
"learning_rate": 5.602409638554217e-06,
"loss": 0.1331729531288147,
"step": 1660
},
{
"epoch": 4.5257452574525745,
"grad_norm": 0.0007586497813463211,
"learning_rate": 5.3012048192771085e-06,
"loss": 0.06634545922279358,
"step": 1670
},
{
"epoch": 4.5528455284552845,
"grad_norm": 2.4504480361938477,
"learning_rate": 5e-06,
"loss": 0.11947824954986572,
"step": 1680
},
{
"epoch": 4.579945799457994,
"grad_norm": 1.3551121950149536,
"learning_rate": 4.6987951807228915e-06,
"loss": 0.10382745265960694,
"step": 1690
},
{
"epoch": 4.607046070460704,
"grad_norm": 2.601646661758423,
"learning_rate": 4.397590361445783e-06,
"loss": 0.14869719743728638,
"step": 1700
},
{
"epoch": 4.634146341463414,
"grad_norm": 4.1014533042907715,
"learning_rate": 4.096385542168675e-06,
"loss": 0.13243969678878784,
"step": 1710
},
{
"epoch": 4.661246612466124,
"grad_norm": 1.2210009098052979,
"learning_rate": 3.7951807228915664e-06,
"loss": 0.074852854013443,
"step": 1720
},
{
"epoch": 4.688346883468835,
"grad_norm": 0.0020269318483769894,
"learning_rate": 3.4939759036144583e-06,
"loss": 0.11936783790588379,
"step": 1730
},
{
"epoch": 4.715447154471545,
"grad_norm": 1.9909566640853882,
"learning_rate": 3.1927710843373494e-06,
"loss": 0.0912780523300171,
"step": 1740
},
{
"epoch": 4.742547425474255,
"grad_norm": 1.2086187601089478,
"learning_rate": 2.8915662650602413e-06,
"loss": 0.10006617307662964,
"step": 1750
},
{
"epoch": 4.769647696476965,
"grad_norm": 2.497040033340454,
"learning_rate": 2.590361445783133e-06,
"loss": 0.15474247932434082,
"step": 1760
},
{
"epoch": 4.796747967479675,
"grad_norm": 4.443364143371582,
"learning_rate": 2.2891566265060243e-06,
"loss": 0.09296027421951295,
"step": 1770
},
{
"epoch": 4.823848238482385,
"grad_norm": 0.013439181260764599,
"learning_rate": 1.987951807228916e-06,
"loss": 0.11202136278152466,
"step": 1780
},
{
"epoch": 4.850948509485095,
"grad_norm": 2.0051348209381104,
"learning_rate": 1.6867469879518073e-06,
"loss": 0.1054147720336914,
"step": 1790
},
{
"epoch": 4.878048780487805,
"grad_norm": 2.147296190261841,
"learning_rate": 1.3855421686746988e-06,
"loss": 0.12650834321975707,
"step": 1800
},
{
"epoch": 4.905149051490515,
"grad_norm": 1.688089370727539,
"learning_rate": 1.0843373493975905e-06,
"loss": 0.09542213678359986,
"step": 1810
},
{
"epoch": 4.932249322493225,
"grad_norm": 1.27448308467865,
"learning_rate": 7.83132530120482e-07,
"loss": 0.08753200769424438,
"step": 1820
},
{
"epoch": 4.959349593495935,
"grad_norm": 2.552873373031616,
"learning_rate": 4.819277108433736e-07,
"loss": 0.12638814449310304,
"step": 1830
},
{
"epoch": 4.9864498644986455,
"grad_norm": 2.642066240310669,
"learning_rate": 1.8072289156626508e-07,
"loss": 0.1587662935256958,
"step": 1840
},
{
"epoch": 5.0,
"eval_loss": 2.2943406105041504,
"eval_runtime": 16.9282,
"eval_samples_per_second": 21.798,
"eval_steps_per_second": 2.776,
"step": 1845
}
],
"logging_steps": 10,
"max_steps": 1845,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 3
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.7157314578953306e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}