lesso02's picture
Training in progress, step 450, checkpoint
30185a7 verified
raw
history blame
11 kB
{
"best_metric": 1.3237847089767456,
"best_model_checkpoint": "miner_id_24/checkpoint-450",
"epoch": 0.16553246275519587,
"eval_steps": 50,
"global_step": 450,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0003678499172337686,
"eval_loss": 2.6280200481414795,
"eval_runtime": 65.4834,
"eval_samples_per_second": 17.485,
"eval_steps_per_second": 4.383,
"step": 1
},
{
"epoch": 0.0036784991723376862,
"grad_norm": 1.1980564594268799,
"learning_rate": 4.0400000000000006e-05,
"loss": 2.5135,
"step": 10
},
{
"epoch": 0.0073569983446753725,
"grad_norm": 1.2913352251052856,
"learning_rate": 8.080000000000001e-05,
"loss": 1.9668,
"step": 20
},
{
"epoch": 0.011035497517013059,
"grad_norm": 1.0023733377456665,
"learning_rate": 0.00012119999999999999,
"loss": 1.6289,
"step": 30
},
{
"epoch": 0.014713996689350745,
"grad_norm": 1.1973117589950562,
"learning_rate": 0.00016160000000000002,
"loss": 1.5254,
"step": 40
},
{
"epoch": 0.01839249586168843,
"grad_norm": 1.1962615251541138,
"learning_rate": 0.000202,
"loss": 1.3739,
"step": 50
},
{
"epoch": 0.01839249586168843,
"eval_loss": 1.5840084552764893,
"eval_runtime": 65.6655,
"eval_samples_per_second": 17.437,
"eval_steps_per_second": 4.371,
"step": 50
},
{
"epoch": 0.022070995034026118,
"grad_norm": 0.9154727458953857,
"learning_rate": 0.00020175396907624226,
"loss": 1.6272,
"step": 60
},
{
"epoch": 0.025749494206363802,
"grad_norm": 0.8820514678955078,
"learning_rate": 0.0002010170749428986,
"loss": 1.5373,
"step": 70
},
{
"epoch": 0.02942799337870149,
"grad_norm": 0.9362473487854004,
"learning_rate": 0.00019979290767411438,
"loss": 1.4742,
"step": 80
},
{
"epoch": 0.033106492551039174,
"grad_norm": 0.9134910702705383,
"learning_rate": 0.0001980874312897702,
"loss": 1.428,
"step": 90
},
{
"epoch": 0.03678499172337686,
"grad_norm": 1.1899622678756714,
"learning_rate": 0.00019590895469937675,
"loss": 1.3833,
"step": 100
},
{
"epoch": 0.03678499172337686,
"eval_loss": 1.4966574907302856,
"eval_runtime": 65.9742,
"eval_samples_per_second": 17.355,
"eval_steps_per_second": 4.35,
"step": 100
},
{
"epoch": 0.04046349089571455,
"grad_norm": 0.8478430509567261,
"learning_rate": 0.0001932680912219027,
"loss": 1.5648,
"step": 110
},
{
"epoch": 0.044141990068052236,
"grad_norm": 0.9589736461639404,
"learning_rate": 0.00019017770687875164,
"loss": 1.4468,
"step": 120
},
{
"epoch": 0.047820489240389924,
"grad_norm": 0.9376389384269714,
"learning_rate": 0.000186652857711799,
"loss": 1.4539,
"step": 130
},
{
"epoch": 0.051498988412727605,
"grad_norm": 0.8931785821914673,
"learning_rate": 0.00018271071643186968,
"loss": 1.3959,
"step": 140
},
{
"epoch": 0.05517748758506529,
"grad_norm": 1.1111578941345215,
"learning_rate": 0.00017837048875501678,
"loss": 1.3041,
"step": 150
},
{
"epoch": 0.05517748758506529,
"eval_loss": 1.4765535593032837,
"eval_runtime": 66.144,
"eval_samples_per_second": 17.311,
"eval_steps_per_second": 4.339,
"step": 150
},
{
"epoch": 0.05885598675740298,
"grad_norm": 0.8667774796485901,
"learning_rate": 0.00017365331983420376,
"loss": 1.5348,
"step": 160
},
{
"epoch": 0.06253448592974066,
"grad_norm": 0.8413021564483643,
"learning_rate": 0.0001685821912422447,
"loss": 1.5303,
"step": 170
},
{
"epoch": 0.06621298510207835,
"grad_norm": 0.8751350045204163,
"learning_rate": 0.00016318180900789148,
"loss": 1.3763,
"step": 180
},
{
"epoch": 0.06989148427441604,
"grad_norm": 0.9402979016304016,
"learning_rate": 0.00015747848325054544,
"loss": 1.3309,
"step": 190
},
{
"epoch": 0.07356998344675372,
"grad_norm": 1.0289543867111206,
"learning_rate": 0.0001515,
"loss": 1.2805,
"step": 200
},
{
"epoch": 0.07356998344675372,
"eval_loss": 1.4655332565307617,
"eval_runtime": 67.0945,
"eval_samples_per_second": 17.065,
"eval_steps_per_second": 4.278,
"step": 200
},
{
"epoch": 0.07724848261909141,
"grad_norm": 0.7757532000541687,
"learning_rate": 0.00014527548582569683,
"loss": 1.4872,
"step": 210
},
{
"epoch": 0.0809269817914291,
"grad_norm": 0.8359755873680115,
"learning_rate": 0.00013883526593500714,
"loss": 1.4299,
"step": 220
},
{
"epoch": 0.08460548096376679,
"grad_norm": 0.8961185812950134,
"learning_rate": 0.0001322107164318697,
"loss": 1.404,
"step": 230
},
{
"epoch": 0.08828398013610447,
"grad_norm": 0.9134626984596252,
"learning_rate": 0.00012543411145556643,
"loss": 1.3383,
"step": 240
},
{
"epoch": 0.09196247930844216,
"grad_norm": 1.0392701625823975,
"learning_rate": 0.00011853846594435998,
"loss": 1.2476,
"step": 250
},
{
"epoch": 0.09196247930844216,
"eval_loss": 1.4170724153518677,
"eval_runtime": 65.8266,
"eval_samples_per_second": 17.394,
"eval_steps_per_second": 4.36,
"step": 250
},
{
"epoch": 0.09564097848077985,
"grad_norm": 0.7596132755279541,
"learning_rate": 0.00011155737479003301,
"loss": 1.5365,
"step": 260
},
{
"epoch": 0.09931947765311752,
"grad_norm": 0.8383329510688782,
"learning_rate": 0.00010452484916695262,
"loss": 1.4248,
"step": 270
},
{
"epoch": 0.10299797682545521,
"grad_norm": 0.8279966711997986,
"learning_rate": 9.747515083304742e-05,
"loss": 1.3758,
"step": 280
},
{
"epoch": 0.1066764759977929,
"grad_norm": 0.9013005495071411,
"learning_rate": 9.044262520996702e-05,
"loss": 1.3529,
"step": 290
},
{
"epoch": 0.11035497517013058,
"grad_norm": 1.153868317604065,
"learning_rate": 8.346153405564004e-05,
"loss": 1.2002,
"step": 300
},
{
"epoch": 0.11035497517013058,
"eval_loss": 1.3866181373596191,
"eval_runtime": 65.7201,
"eval_samples_per_second": 17.422,
"eval_steps_per_second": 4.367,
"step": 300
},
{
"epoch": 0.11403347434246827,
"grad_norm": 0.7157303690910339,
"learning_rate": 7.656588854443357e-05,
"loss": 1.4783,
"step": 310
},
{
"epoch": 0.11771197351480596,
"grad_norm": 0.7488118410110474,
"learning_rate": 6.978928356813031e-05,
"loss": 1.4637,
"step": 320
},
{
"epoch": 0.12139047268714365,
"grad_norm": 0.7784683108329773,
"learning_rate": 6.316473406499288e-05,
"loss": 1.3839,
"step": 330
},
{
"epoch": 0.12506897185948132,
"grad_norm": 0.7745943665504456,
"learning_rate": 5.672451417430317e-05,
"loss": 1.2398,
"step": 340
},
{
"epoch": 0.12874747103181902,
"grad_norm": 1.1556774377822876,
"learning_rate": 5.050000000000002e-05,
"loss": 1.24,
"step": 350
},
{
"epoch": 0.12874747103181902,
"eval_loss": 1.3593629598617554,
"eval_runtime": 65.7086,
"eval_samples_per_second": 17.425,
"eval_steps_per_second": 4.368,
"step": 350
},
{
"epoch": 0.1324259702041567,
"grad_norm": 0.7711465358734131,
"learning_rate": 4.452151674945458e-05,
"loss": 1.4537,
"step": 360
},
{
"epoch": 0.1361044693764944,
"grad_norm": 0.7745826840400696,
"learning_rate": 3.8818190992108515e-05,
"loss": 1.4033,
"step": 370
},
{
"epoch": 0.13978296854883207,
"grad_norm": 0.7452824115753174,
"learning_rate": 3.3417808757755355e-05,
"loss": 1.2894,
"step": 380
},
{
"epoch": 0.14346146772116977,
"grad_norm": 0.8825933933258057,
"learning_rate": 2.8346680165796253e-05,
"loss": 1.3367,
"step": 390
},
{
"epoch": 0.14713996689350745,
"grad_norm": 0.9986250996589661,
"learning_rate": 2.362951124498323e-05,
"loss": 1.2489,
"step": 400
},
{
"epoch": 0.14713996689350745,
"eval_loss": 1.3324865102767944,
"eval_runtime": 65.63,
"eval_samples_per_second": 17.446,
"eval_steps_per_second": 4.373,
"step": 400
},
{
"epoch": 0.15081846606584515,
"grad_norm": 0.7403445839881897,
"learning_rate": 1.928928356813032e-05,
"loss": 1.4268,
"step": 410
},
{
"epoch": 0.15449696523818282,
"grad_norm": 0.7790653109550476,
"learning_rate": 1.5347142288200977e-05,
"loss": 1.3724,
"step": 420
},
{
"epoch": 0.1581754644105205,
"grad_norm": 0.8011258840560913,
"learning_rate": 1.1822293121248375e-05,
"loss": 1.3301,
"step": 430
},
{
"epoch": 0.1618539635828582,
"grad_norm": 0.8102395534515381,
"learning_rate": 8.731908778097302e-06,
"loss": 1.2836,
"step": 440
},
{
"epoch": 0.16553246275519587,
"grad_norm": 0.930636465549469,
"learning_rate": 6.09104530062326e-06,
"loss": 1.2365,
"step": 450
},
{
"epoch": 0.16553246275519587,
"eval_loss": 1.3237847089767456,
"eval_runtime": 65.7933,
"eval_samples_per_second": 17.403,
"eval_steps_per_second": 4.362,
"step": 450
}
],
"logging_steps": 10,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 7.9981238550528e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}