DeepDream2045's picture
Training in progress, step 50, checkpoint
03a5e84 verified
{
"best_metric": 2.598724126815796,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.13824088474166235,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.002764817694833247,
"grad_norm": 1.1742911338806152,
"learning_rate": 5e-05,
"loss": 2.6986,
"step": 1
},
{
"epoch": 0.002764817694833247,
"eval_loss": 2.875308036804199,
"eval_runtime": 16.7408,
"eval_samples_per_second": 145.572,
"eval_steps_per_second": 18.219,
"step": 1
},
{
"epoch": 0.005529635389666494,
"grad_norm": 1.2949481010437012,
"learning_rate": 0.0001,
"loss": 2.7546,
"step": 2
},
{
"epoch": 0.00829445308449974,
"grad_norm": 1.0101735591888428,
"learning_rate": 9.989294616193017e-05,
"loss": 2.6672,
"step": 3
},
{
"epoch": 0.011059270779332988,
"grad_norm": 0.9494262337684631,
"learning_rate": 9.957224306869053e-05,
"loss": 2.6501,
"step": 4
},
{
"epoch": 0.013824088474166234,
"grad_norm": 0.944379985332489,
"learning_rate": 9.903926402016153e-05,
"loss": 2.6389,
"step": 5
},
{
"epoch": 0.01658890616899948,
"grad_norm": 0.9478722810745239,
"learning_rate": 9.829629131445342e-05,
"loss": 2.6936,
"step": 6
},
{
"epoch": 0.019353723863832727,
"grad_norm": 0.9653313755989075,
"learning_rate": 9.73465064747553e-05,
"loss": 2.6917,
"step": 7
},
{
"epoch": 0.022118541558665977,
"grad_norm": 0.9041957855224609,
"learning_rate": 9.619397662556435e-05,
"loss": 2.6873,
"step": 8
},
{
"epoch": 0.024883359253499222,
"grad_norm": 0.8747812509536743,
"learning_rate": 9.484363707663442e-05,
"loss": 2.7184,
"step": 9
},
{
"epoch": 0.027648176948332468,
"grad_norm": 0.9741718173027039,
"learning_rate": 9.330127018922194e-05,
"loss": 2.6142,
"step": 10
},
{
"epoch": 0.030412994643165717,
"grad_norm": 1.4103081226348877,
"learning_rate": 9.157348061512727e-05,
"loss": 2.6527,
"step": 11
},
{
"epoch": 0.03317781233799896,
"grad_norm": 1.8044036626815796,
"learning_rate": 8.966766701456177e-05,
"loss": 2.685,
"step": 12
},
{
"epoch": 0.03594263003283221,
"grad_norm": 1.9407167434692383,
"learning_rate": 8.759199037394887e-05,
"loss": 2.6937,
"step": 13
},
{
"epoch": 0.038707447727665455,
"grad_norm": 2.277519941329956,
"learning_rate": 8.535533905932738e-05,
"loss": 2.7815,
"step": 14
},
{
"epoch": 0.041472265422498704,
"grad_norm": 2.2202413082122803,
"learning_rate": 8.296729075500344e-05,
"loss": 2.7259,
"step": 15
},
{
"epoch": 0.04423708311733195,
"grad_norm": 1.8662134408950806,
"learning_rate": 8.043807145043604e-05,
"loss": 2.7203,
"step": 16
},
{
"epoch": 0.047001900812165195,
"grad_norm": 1.5702985525131226,
"learning_rate": 7.777851165098012e-05,
"loss": 2.6468,
"step": 17
},
{
"epoch": 0.049766718506998445,
"grad_norm": 1.2403249740600586,
"learning_rate": 7.500000000000001e-05,
"loss": 2.6034,
"step": 18
},
{
"epoch": 0.052531536201831694,
"grad_norm": 0.9190433621406555,
"learning_rate": 7.211443451095007e-05,
"loss": 2.5819,
"step": 19
},
{
"epoch": 0.055296353896664936,
"grad_norm": 0.7897427082061768,
"learning_rate": 6.91341716182545e-05,
"loss": 2.6424,
"step": 20
},
{
"epoch": 0.058061171591498185,
"grad_norm": 0.911276638507843,
"learning_rate": 6.607197326515808e-05,
"loss": 2.5984,
"step": 21
},
{
"epoch": 0.060825989286331435,
"grad_norm": 1.3512458801269531,
"learning_rate": 6.294095225512603e-05,
"loss": 2.6273,
"step": 22
},
{
"epoch": 0.06359080698116468,
"grad_norm": 1.441872000694275,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.6648,
"step": 23
},
{
"epoch": 0.06635562467599793,
"grad_norm": 1.8847798109054565,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.6991,
"step": 24
},
{
"epoch": 0.06912044237083118,
"grad_norm": 3.8344838619232178,
"learning_rate": 5.327015646150716e-05,
"loss": 2.8208,
"step": 25
},
{
"epoch": 0.06912044237083118,
"eval_loss": 2.641629695892334,
"eval_runtime": 16.7537,
"eval_samples_per_second": 145.46,
"eval_steps_per_second": 18.205,
"step": 25
},
{
"epoch": 0.07188526006566442,
"grad_norm": 0.5620300769805908,
"learning_rate": 5e-05,
"loss": 2.5575,
"step": 26
},
{
"epoch": 0.07465007776049767,
"grad_norm": 0.6803304553031921,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.6463,
"step": 27
},
{
"epoch": 0.07741489545533091,
"grad_norm": 0.8547685146331787,
"learning_rate": 4.347369038899744e-05,
"loss": 2.6041,
"step": 28
},
{
"epoch": 0.08017971315016416,
"grad_norm": 0.718602180480957,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.5597,
"step": 29
},
{
"epoch": 0.08294453084499741,
"grad_norm": 0.6359795331954956,
"learning_rate": 3.705904774487396e-05,
"loss": 2.5481,
"step": 30
},
{
"epoch": 0.08570934853983066,
"grad_norm": 0.7042436599731445,
"learning_rate": 3.392802673484193e-05,
"loss": 2.5978,
"step": 31
},
{
"epoch": 0.0884741662346639,
"grad_norm": 0.6024742722511292,
"learning_rate": 3.086582838174551e-05,
"loss": 2.5476,
"step": 32
},
{
"epoch": 0.09123898392949716,
"grad_norm": 0.7030935883522034,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.5704,
"step": 33
},
{
"epoch": 0.09400380162433039,
"grad_norm": 0.7609543800354004,
"learning_rate": 2.500000000000001e-05,
"loss": 2.6509,
"step": 34
},
{
"epoch": 0.09676861931916364,
"grad_norm": 1.006309151649475,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.5651,
"step": 35
},
{
"epoch": 0.09953343701399689,
"grad_norm": 1.313661813735962,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.6464,
"step": 36
},
{
"epoch": 0.10229825470883014,
"grad_norm": 2.0305123329162598,
"learning_rate": 1.703270924499656e-05,
"loss": 2.6647,
"step": 37
},
{
"epoch": 0.10506307240366339,
"grad_norm": 0.48308926820755005,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.4811,
"step": 38
},
{
"epoch": 0.10782789009849664,
"grad_norm": 0.47622811794281006,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.6301,
"step": 39
},
{
"epoch": 0.11059270779332987,
"grad_norm": 0.5079199075698853,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.6056,
"step": 40
},
{
"epoch": 0.11335752548816312,
"grad_norm": 0.5400040149688721,
"learning_rate": 8.426519384872733e-06,
"loss": 2.561,
"step": 41
},
{
"epoch": 0.11612234318299637,
"grad_norm": 0.5759101510047913,
"learning_rate": 6.698729810778065e-06,
"loss": 2.5636,
"step": 42
},
{
"epoch": 0.11888716087782962,
"grad_norm": 0.5764763951301575,
"learning_rate": 5.156362923365588e-06,
"loss": 2.5641,
"step": 43
},
{
"epoch": 0.12165197857266287,
"grad_norm": 0.6086241006851196,
"learning_rate": 3.8060233744356633e-06,
"loss": 2.5616,
"step": 44
},
{
"epoch": 0.12441679626749612,
"grad_norm": 0.6851764917373657,
"learning_rate": 2.653493525244721e-06,
"loss": 2.5202,
"step": 45
},
{
"epoch": 0.12718161396232935,
"grad_norm": 0.7342571020126343,
"learning_rate": 1.70370868554659e-06,
"loss": 2.6312,
"step": 46
},
{
"epoch": 0.1299464316571626,
"grad_norm": 0.8653113842010498,
"learning_rate": 9.607359798384785e-07,
"loss": 2.6744,
"step": 47
},
{
"epoch": 0.13271124935199585,
"grad_norm": 1.0654218196868896,
"learning_rate": 4.277569313094809e-07,
"loss": 2.5864,
"step": 48
},
{
"epoch": 0.1354760670468291,
"grad_norm": 1.6293843984603882,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.5471,
"step": 49
},
{
"epoch": 0.13824088474166235,
"grad_norm": 3.1217777729034424,
"learning_rate": 0.0,
"loss": 2.6951,
"step": 50
},
{
"epoch": 0.13824088474166235,
"eval_loss": 2.598724126815796,
"eval_runtime": 16.7383,
"eval_samples_per_second": 145.594,
"eval_steps_per_second": 18.222,
"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": 2.95300912644096e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}