DeepDream2045's picture
Training in progress, step 50, checkpoint
be94a67 verified
{
"best_metric": 10.375041007995605,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.0963159162051529,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.001926318324103058,
"grad_norm": 0.017134863883256912,
"learning_rate": 5e-05,
"loss": 10.3772,
"step": 1
},
{
"epoch": 0.001926318324103058,
"eval_loss": 10.376731872558594,
"eval_runtime": 4.3149,
"eval_samples_per_second": 810.683,
"eval_steps_per_second": 101.509,
"step": 1
},
{
"epoch": 0.003852636648206116,
"grad_norm": 0.01785031147301197,
"learning_rate": 0.0001,
"loss": 10.3775,
"step": 2
},
{
"epoch": 0.005778954972309174,
"grad_norm": 0.018595920875668526,
"learning_rate": 9.989294616193017e-05,
"loss": 10.3776,
"step": 3
},
{
"epoch": 0.007705273296412232,
"grad_norm": 0.01824306882917881,
"learning_rate": 9.957224306869053e-05,
"loss": 10.3772,
"step": 4
},
{
"epoch": 0.00963159162051529,
"grad_norm": 0.017736271023750305,
"learning_rate": 9.903926402016153e-05,
"loss": 10.3768,
"step": 5
},
{
"epoch": 0.011557909944618349,
"grad_norm": 0.01673169620335102,
"learning_rate": 9.829629131445342e-05,
"loss": 10.3766,
"step": 6
},
{
"epoch": 0.013484228268721405,
"grad_norm": 0.01604505628347397,
"learning_rate": 9.73465064747553e-05,
"loss": 10.3769,
"step": 7
},
{
"epoch": 0.015410546592824464,
"grad_norm": 0.013165425509214401,
"learning_rate": 9.619397662556435e-05,
"loss": 10.3766,
"step": 8
},
{
"epoch": 0.017336864916927524,
"grad_norm": 0.013424793258309364,
"learning_rate": 9.484363707663442e-05,
"loss": 10.3761,
"step": 9
},
{
"epoch": 0.01926318324103058,
"grad_norm": 0.012556428089737892,
"learning_rate": 9.330127018922194e-05,
"loss": 10.3756,
"step": 10
},
{
"epoch": 0.021189501565133637,
"grad_norm": 0.017751269042491913,
"learning_rate": 9.157348061512727e-05,
"loss": 10.3751,
"step": 11
},
{
"epoch": 0.023115819889236697,
"grad_norm": 0.03788875415921211,
"learning_rate": 8.966766701456177e-05,
"loss": 10.3754,
"step": 12
},
{
"epoch": 0.025042138213339754,
"grad_norm": 0.014531556516885757,
"learning_rate": 8.759199037394887e-05,
"loss": 10.3755,
"step": 13
},
{
"epoch": 0.02696845653744281,
"grad_norm": 0.018963413313031197,
"learning_rate": 8.535533905932738e-05,
"loss": 10.3761,
"step": 14
},
{
"epoch": 0.02889477486154587,
"grad_norm": 0.0179679486900568,
"learning_rate": 8.296729075500344e-05,
"loss": 10.3756,
"step": 15
},
{
"epoch": 0.030821093185648928,
"grad_norm": 0.018420385196805,
"learning_rate": 8.043807145043604e-05,
"loss": 10.3764,
"step": 16
},
{
"epoch": 0.03274741150975199,
"grad_norm": 0.01803528517484665,
"learning_rate": 7.777851165098012e-05,
"loss": 10.3763,
"step": 17
},
{
"epoch": 0.03467372983385505,
"grad_norm": 0.017887067049741745,
"learning_rate": 7.500000000000001e-05,
"loss": 10.3761,
"step": 18
},
{
"epoch": 0.0366000481579581,
"grad_norm": 0.01678159460425377,
"learning_rate": 7.211443451095007e-05,
"loss": 10.3757,
"step": 19
},
{
"epoch": 0.03852636648206116,
"grad_norm": 0.016594473272562027,
"learning_rate": 6.91341716182545e-05,
"loss": 10.376,
"step": 20
},
{
"epoch": 0.04045268480616422,
"grad_norm": 0.012984883040189743,
"learning_rate": 6.607197326515808e-05,
"loss": 10.3756,
"step": 21
},
{
"epoch": 0.042379003130267275,
"grad_norm": 0.014251720160245895,
"learning_rate": 6.294095225512603e-05,
"loss": 10.376,
"step": 22
},
{
"epoch": 0.044305321454370335,
"grad_norm": 0.014976712875068188,
"learning_rate": 5.9754516100806423e-05,
"loss": 10.3756,
"step": 23
},
{
"epoch": 0.046231639778473395,
"grad_norm": 0.029554875567555428,
"learning_rate": 5.6526309611002594e-05,
"loss": 10.3746,
"step": 24
},
{
"epoch": 0.04815795810257645,
"grad_norm": 0.04060554876923561,
"learning_rate": 5.327015646150716e-05,
"loss": 10.3748,
"step": 25
},
{
"epoch": 0.04815795810257645,
"eval_loss": 10.375431060791016,
"eval_runtime": 4.5126,
"eval_samples_per_second": 775.167,
"eval_steps_per_second": 97.062,
"step": 25
},
{
"epoch": 0.05008427642667951,
"grad_norm": 0.017374927178025246,
"learning_rate": 5e-05,
"loss": 10.3758,
"step": 26
},
{
"epoch": 0.05201059475078257,
"grad_norm": 0.01883726380765438,
"learning_rate": 4.6729843538492847e-05,
"loss": 10.3753,
"step": 27
},
{
"epoch": 0.05393691307488562,
"grad_norm": 0.0194549597799778,
"learning_rate": 4.347369038899744e-05,
"loss": 10.375,
"step": 28
},
{
"epoch": 0.05586323139898868,
"grad_norm": 0.02029833383858204,
"learning_rate": 4.0245483899193595e-05,
"loss": 10.3754,
"step": 29
},
{
"epoch": 0.05778954972309174,
"grad_norm": 0.02029760368168354,
"learning_rate": 3.705904774487396e-05,
"loss": 10.3755,
"step": 30
},
{
"epoch": 0.0597158680471948,
"grad_norm": 0.019594980403780937,
"learning_rate": 3.392802673484193e-05,
"loss": 10.3748,
"step": 31
},
{
"epoch": 0.061642186371297855,
"grad_norm": 0.016207123175263405,
"learning_rate": 3.086582838174551e-05,
"loss": 10.3758,
"step": 32
},
{
"epoch": 0.06356850469540092,
"grad_norm": 0.014481107704341412,
"learning_rate": 2.7885565489049946e-05,
"loss": 10.3754,
"step": 33
},
{
"epoch": 0.06549482301950398,
"grad_norm": 0.01565168984234333,
"learning_rate": 2.500000000000001e-05,
"loss": 10.3749,
"step": 34
},
{
"epoch": 0.06742114134360704,
"grad_norm": 0.01421188935637474,
"learning_rate": 2.2221488349019903e-05,
"loss": 10.3751,
"step": 35
},
{
"epoch": 0.0693474596677101,
"grad_norm": 0.020938636735081673,
"learning_rate": 1.9561928549563968e-05,
"loss": 10.3757,
"step": 36
},
{
"epoch": 0.07127377799181314,
"grad_norm": 0.03991640731692314,
"learning_rate": 1.703270924499656e-05,
"loss": 10.3748,
"step": 37
},
{
"epoch": 0.0732000963159162,
"grad_norm": 0.017153754830360413,
"learning_rate": 1.4644660940672627e-05,
"loss": 10.3752,
"step": 38
},
{
"epoch": 0.07512641464001926,
"grad_norm": 0.020170168951153755,
"learning_rate": 1.2408009626051137e-05,
"loss": 10.3758,
"step": 39
},
{
"epoch": 0.07705273296412232,
"grad_norm": 0.02071978710591793,
"learning_rate": 1.0332332985438248e-05,
"loss": 10.3752,
"step": 40
},
{
"epoch": 0.07897905128822538,
"grad_norm": 0.021749036386609077,
"learning_rate": 8.426519384872733e-06,
"loss": 10.3754,
"step": 41
},
{
"epoch": 0.08090536961232844,
"grad_norm": 0.02003314718604088,
"learning_rate": 6.698729810778065e-06,
"loss": 10.3752,
"step": 42
},
{
"epoch": 0.08283168793643149,
"grad_norm": 0.02103583887219429,
"learning_rate": 5.156362923365588e-06,
"loss": 10.3756,
"step": 43
},
{
"epoch": 0.08475800626053455,
"grad_norm": 0.01838034950196743,
"learning_rate": 3.8060233744356633e-06,
"loss": 10.3757,
"step": 44
},
{
"epoch": 0.08668432458463761,
"grad_norm": 0.017888696864247322,
"learning_rate": 2.653493525244721e-06,
"loss": 10.3758,
"step": 45
},
{
"epoch": 0.08861064290874067,
"grad_norm": 0.014699080027639866,
"learning_rate": 1.70370868554659e-06,
"loss": 10.375,
"step": 46
},
{
"epoch": 0.09053696123284373,
"grad_norm": 0.014515848830342293,
"learning_rate": 9.607359798384785e-07,
"loss": 10.3747,
"step": 47
},
{
"epoch": 0.09246327955694679,
"grad_norm": 0.01529916375875473,
"learning_rate": 4.277569313094809e-07,
"loss": 10.3752,
"step": 48
},
{
"epoch": 0.09438959788104985,
"grad_norm": 0.030164409428834915,
"learning_rate": 1.0705383806982606e-07,
"loss": 10.3744,
"step": 49
},
{
"epoch": 0.0963159162051529,
"grad_norm": 0.03701487183570862,
"learning_rate": 0.0,
"loss": 10.375,
"step": 50
},
{
"epoch": 0.0963159162051529,
"eval_loss": 10.375041007995605,
"eval_runtime": 4.3206,
"eval_samples_per_second": 809.616,
"eval_steps_per_second": 101.376,
"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": 43369485434880.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}