DeepDream2045's picture
Training in progress, step 50, checkpoint
d29eb9e verified
{
"best_metric": 0.29931360483169556,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.2466091245376079,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004932182490752158,
"grad_norm": 1.8534983396530151,
"learning_rate": 5e-05,
"loss": 1.1438,
"step": 1
},
{
"epoch": 0.004932182490752158,
"eval_loss": 1.414349913597107,
"eval_runtime": 20.7051,
"eval_samples_per_second": 65.974,
"eval_steps_per_second": 8.259,
"step": 1
},
{
"epoch": 0.009864364981504316,
"grad_norm": 1.8421441316604614,
"learning_rate": 0.0001,
"loss": 1.1763,
"step": 2
},
{
"epoch": 0.014796547472256474,
"grad_norm": 1.5805590152740479,
"learning_rate": 9.989294616193017e-05,
"loss": 1.1488,
"step": 3
},
{
"epoch": 0.01972872996300863,
"grad_norm": 1.2270656824111938,
"learning_rate": 9.957224306869053e-05,
"loss": 0.9757,
"step": 4
},
{
"epoch": 0.02466091245376079,
"grad_norm": 1.2160286903381348,
"learning_rate": 9.903926402016153e-05,
"loss": 0.8759,
"step": 5
},
{
"epoch": 0.029593094944512947,
"grad_norm": 1.2084640264511108,
"learning_rate": 9.829629131445342e-05,
"loss": 0.7989,
"step": 6
},
{
"epoch": 0.0345252774352651,
"grad_norm": 1.0644646883010864,
"learning_rate": 9.73465064747553e-05,
"loss": 0.7208,
"step": 7
},
{
"epoch": 0.03945745992601726,
"grad_norm": 1.1075224876403809,
"learning_rate": 9.619397662556435e-05,
"loss": 0.6503,
"step": 8
},
{
"epoch": 0.04438964241676942,
"grad_norm": 1.0241856575012207,
"learning_rate": 9.484363707663442e-05,
"loss": 0.604,
"step": 9
},
{
"epoch": 0.04932182490752158,
"grad_norm": 1.1344308853149414,
"learning_rate": 9.330127018922194e-05,
"loss": 0.5534,
"step": 10
},
{
"epoch": 0.05425400739827373,
"grad_norm": 1.2645190954208374,
"learning_rate": 9.157348061512727e-05,
"loss": 0.5682,
"step": 11
},
{
"epoch": 0.059186189889025895,
"grad_norm": 1.148837685585022,
"learning_rate": 8.966766701456177e-05,
"loss": 0.5713,
"step": 12
},
{
"epoch": 0.06411837237977805,
"grad_norm": 1.8091137409210205,
"learning_rate": 8.759199037394887e-05,
"loss": 0.3916,
"step": 13
},
{
"epoch": 0.0690505548705302,
"grad_norm": 1.0642383098602295,
"learning_rate": 8.535533905932738e-05,
"loss": 0.3792,
"step": 14
},
{
"epoch": 0.07398273736128237,
"grad_norm": 0.8615063428878784,
"learning_rate": 8.296729075500344e-05,
"loss": 0.3716,
"step": 15
},
{
"epoch": 0.07891491985203453,
"grad_norm": 0.7969047427177429,
"learning_rate": 8.043807145043604e-05,
"loss": 0.3794,
"step": 16
},
{
"epoch": 0.08384710234278668,
"grad_norm": 0.6164565682411194,
"learning_rate": 7.777851165098012e-05,
"loss": 0.3569,
"step": 17
},
{
"epoch": 0.08877928483353884,
"grad_norm": 0.545974850654602,
"learning_rate": 7.500000000000001e-05,
"loss": 0.3355,
"step": 18
},
{
"epoch": 0.093711467324291,
"grad_norm": 0.604865312576294,
"learning_rate": 7.211443451095007e-05,
"loss": 0.364,
"step": 19
},
{
"epoch": 0.09864364981504316,
"grad_norm": 0.4479445517063141,
"learning_rate": 6.91341716182545e-05,
"loss": 0.3048,
"step": 20
},
{
"epoch": 0.10357583230579531,
"grad_norm": 0.47299858927726746,
"learning_rate": 6.607197326515808e-05,
"loss": 0.3388,
"step": 21
},
{
"epoch": 0.10850801479654747,
"grad_norm": 0.6112440228462219,
"learning_rate": 6.294095225512603e-05,
"loss": 0.3445,
"step": 22
},
{
"epoch": 0.11344019728729964,
"grad_norm": 0.5682258605957031,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.3287,
"step": 23
},
{
"epoch": 0.11837237977805179,
"grad_norm": 0.6382001638412476,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.4193,
"step": 24
},
{
"epoch": 0.12330456226880394,
"grad_norm": 0.9506509304046631,
"learning_rate": 5.327015646150716e-05,
"loss": 0.3309,
"step": 25
},
{
"epoch": 0.12330456226880394,
"eval_loss": 0.3264453411102295,
"eval_runtime": 20.7046,
"eval_samples_per_second": 65.976,
"eval_steps_per_second": 8.259,
"step": 25
},
{
"epoch": 0.1282367447595561,
"grad_norm": 0.9833061099052429,
"learning_rate": 5e-05,
"loss": 0.2972,
"step": 26
},
{
"epoch": 0.13316892725030827,
"grad_norm": 0.5445727109909058,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.3072,
"step": 27
},
{
"epoch": 0.1381011097410604,
"grad_norm": 0.45085957646369934,
"learning_rate": 4.347369038899744e-05,
"loss": 0.3154,
"step": 28
},
{
"epoch": 0.14303329223181258,
"grad_norm": 0.4187468886375427,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.3152,
"step": 29
},
{
"epoch": 0.14796547472256474,
"grad_norm": 0.530508816242218,
"learning_rate": 3.705904774487396e-05,
"loss": 0.2981,
"step": 30
},
{
"epoch": 0.15289765721331688,
"grad_norm": 0.5742602348327637,
"learning_rate": 3.392802673484193e-05,
"loss": 0.3106,
"step": 31
},
{
"epoch": 0.15782983970406905,
"grad_norm": 0.5346381068229675,
"learning_rate": 3.086582838174551e-05,
"loss": 0.3015,
"step": 32
},
{
"epoch": 0.16276202219482122,
"grad_norm": 0.510138213634491,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.2997,
"step": 33
},
{
"epoch": 0.16769420468557336,
"grad_norm": 0.5187305212020874,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2958,
"step": 34
},
{
"epoch": 0.17262638717632553,
"grad_norm": 0.6758659482002258,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.3302,
"step": 35
},
{
"epoch": 0.17755856966707767,
"grad_norm": 0.64849853515625,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.3236,
"step": 36
},
{
"epoch": 0.18249075215782984,
"grad_norm": 1.5516417026519775,
"learning_rate": 1.703270924499656e-05,
"loss": 0.3867,
"step": 37
},
{
"epoch": 0.187422934648582,
"grad_norm": 0.4901440739631653,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.2712,
"step": 38
},
{
"epoch": 0.19235511713933415,
"grad_norm": 0.6335827708244324,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.2839,
"step": 39
},
{
"epoch": 0.19728729963008632,
"grad_norm": 0.6401152610778809,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.2847,
"step": 40
},
{
"epoch": 0.20221948212083848,
"grad_norm": 0.8192377686500549,
"learning_rate": 8.426519384872733e-06,
"loss": 0.3056,
"step": 41
},
{
"epoch": 0.20715166461159062,
"grad_norm": 0.6731242537498474,
"learning_rate": 6.698729810778065e-06,
"loss": 0.2911,
"step": 42
},
{
"epoch": 0.2120838471023428,
"grad_norm": 0.5072233080863953,
"learning_rate": 5.156362923365588e-06,
"loss": 0.2869,
"step": 43
},
{
"epoch": 0.21701602959309493,
"grad_norm": 0.5785501599311829,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.3052,
"step": 44
},
{
"epoch": 0.2219482120838471,
"grad_norm": 0.509354293346405,
"learning_rate": 2.653493525244721e-06,
"loss": 0.2929,
"step": 45
},
{
"epoch": 0.22688039457459927,
"grad_norm": 0.45205190777778625,
"learning_rate": 1.70370868554659e-06,
"loss": 0.2788,
"step": 46
},
{
"epoch": 0.2318125770653514,
"grad_norm": 0.5393781065940857,
"learning_rate": 9.607359798384785e-07,
"loss": 0.3092,
"step": 47
},
{
"epoch": 0.23674475955610358,
"grad_norm": 0.41067972779273987,
"learning_rate": 4.277569313094809e-07,
"loss": 0.2925,
"step": 48
},
{
"epoch": 0.24167694204685575,
"grad_norm": 0.4790079593658447,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.374,
"step": 49
},
{
"epoch": 0.2466091245376079,
"grad_norm": 0.3280869424343109,
"learning_rate": 0.0,
"loss": 0.2887,
"step": 50
},
{
"epoch": 0.2466091245376079,
"eval_loss": 0.29931360483169556,
"eval_runtime": 20.742,
"eval_samples_per_second": 65.857,
"eval_steps_per_second": 8.244,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": true
},
"attributes": {}
}
},
"total_flos": 5.80081729709015e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}