prxy5606's picture
Training in progress, step 50, checkpoint
fce0729 verified
{
"best_metric": 11.5,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.010111734668082309,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0002022346933616462,
"grad_norm": 4.2358762584626675e-05,
"learning_rate": 2e-05,
"loss": 46.0,
"step": 1
},
{
"epoch": 0.0002022346933616462,
"eval_loss": 11.5,
"eval_runtime": 27.4401,
"eval_samples_per_second": 303.498,
"eval_steps_per_second": 37.937,
"step": 1
},
{
"epoch": 0.0004044693867232924,
"grad_norm": 6.443895836127922e-05,
"learning_rate": 4e-05,
"loss": 46.0,
"step": 2
},
{
"epoch": 0.0006067040800849386,
"grad_norm": 6.794629734940827e-05,
"learning_rate": 6e-05,
"loss": 46.0,
"step": 3
},
{
"epoch": 0.0008089387734465848,
"grad_norm": 3.1927360396366566e-05,
"learning_rate": 8e-05,
"loss": 46.0,
"step": 4
},
{
"epoch": 0.001011173466808231,
"grad_norm": 3.5578777897171676e-05,
"learning_rate": 0.0001,
"loss": 46.0,
"step": 5
},
{
"epoch": 0.0012134081601698772,
"grad_norm": 4.199743125354871e-05,
"learning_rate": 9.987820251299122e-05,
"loss": 46.0,
"step": 6
},
{
"epoch": 0.0014156428535315234,
"grad_norm": 4.674758747569285e-05,
"learning_rate": 9.951340343707852e-05,
"loss": 46.0,
"step": 7
},
{
"epoch": 0.0016178775468931696,
"grad_norm": 4.5814202167093754e-05,
"learning_rate": 9.890738003669029e-05,
"loss": 46.0,
"step": 8
},
{
"epoch": 0.0018201122402548156,
"grad_norm": 6.019407737767324e-05,
"learning_rate": 9.806308479691595e-05,
"loss": 46.0,
"step": 9
},
{
"epoch": 0.002022346933616462,
"grad_norm": 5.581518053077161e-05,
"learning_rate": 9.698463103929542e-05,
"loss": 46.0,
"step": 10
},
{
"epoch": 0.002224581626978108,
"grad_norm": 4.392482151160948e-05,
"learning_rate": 9.567727288213005e-05,
"loss": 46.0,
"step": 11
},
{
"epoch": 0.0024268163203397543,
"grad_norm": 4.266178802936338e-05,
"learning_rate": 9.414737964294636e-05,
"loss": 46.0,
"step": 12
},
{
"epoch": 0.0026290510137014006,
"grad_norm": 5.492364289239049e-05,
"learning_rate": 9.24024048078213e-05,
"loss": 46.0,
"step": 13
},
{
"epoch": 0.002831285707063047,
"grad_norm": 4.168040322838351e-05,
"learning_rate": 9.045084971874738e-05,
"loss": 46.0,
"step": 14
},
{
"epoch": 0.003033520400424693,
"grad_norm": 7.527901470893994e-05,
"learning_rate": 8.83022221559489e-05,
"loss": 46.0,
"step": 15
},
{
"epoch": 0.0032357550937863393,
"grad_norm": 8.684495696797967e-05,
"learning_rate": 8.596699001693255e-05,
"loss": 46.0,
"step": 16
},
{
"epoch": 0.003437989787147985,
"grad_norm": 5.6331173254875466e-05,
"learning_rate": 8.345653031794292e-05,
"loss": 46.0,
"step": 17
},
{
"epoch": 0.0036402244805096313,
"grad_norm": 0.00010844603093573824,
"learning_rate": 8.07830737662829e-05,
"loss": 46.0,
"step": 18
},
{
"epoch": 0.0038424591738712775,
"grad_norm": 4.5255659642862156e-05,
"learning_rate": 7.795964517353735e-05,
"loss": 46.0,
"step": 19
},
{
"epoch": 0.004044693867232924,
"grad_norm": 7.285013271030039e-05,
"learning_rate": 7.500000000000001e-05,
"loss": 46.0,
"step": 20
},
{
"epoch": 0.00424692856059457,
"grad_norm": 0.00018613284919410944,
"learning_rate": 7.191855733945387e-05,
"loss": 46.0,
"step": 21
},
{
"epoch": 0.004449163253956216,
"grad_norm": 5.612182940240018e-05,
"learning_rate": 6.873032967079561e-05,
"loss": 46.0,
"step": 22
},
{
"epoch": 0.004651397947317862,
"grad_norm": 0.00031355692772194743,
"learning_rate": 6.545084971874738e-05,
"loss": 46.0,
"step": 23
},
{
"epoch": 0.004853632640679509,
"grad_norm": 9.290708840126172e-05,
"learning_rate": 6.209609477998338e-05,
"loss": 46.0,
"step": 24
},
{
"epoch": 0.0050558673340411545,
"grad_norm": 0.00017926632426679134,
"learning_rate": 5.868240888334653e-05,
"loss": 46.0,
"step": 25
},
{
"epoch": 0.0050558673340411545,
"eval_loss": 11.5,
"eval_runtime": 27.5611,
"eval_samples_per_second": 302.166,
"eval_steps_per_second": 37.771,
"step": 25
},
{
"epoch": 0.005258102027402801,
"grad_norm": 0.00018002571596298367,
"learning_rate": 5.522642316338268e-05,
"loss": 46.0,
"step": 26
},
{
"epoch": 0.005460336720764447,
"grad_norm": 0.0002462012926116586,
"learning_rate": 5.174497483512506e-05,
"loss": 46.0,
"step": 27
},
{
"epoch": 0.005662571414126094,
"grad_norm": 0.00029739696765318513,
"learning_rate": 4.825502516487497e-05,
"loss": 46.0,
"step": 28
},
{
"epoch": 0.005864806107487739,
"grad_norm": 0.0003964843926951289,
"learning_rate": 4.477357683661734e-05,
"loss": 46.0,
"step": 29
},
{
"epoch": 0.006067040800849386,
"grad_norm": 0.0004054371966049075,
"learning_rate": 4.131759111665349e-05,
"loss": 46.0,
"step": 30
},
{
"epoch": 0.006269275494211032,
"grad_norm": 0.00019075242744293064,
"learning_rate": 3.790390522001662e-05,
"loss": 46.0,
"step": 31
},
{
"epoch": 0.0064715101875726785,
"grad_norm": 0.0004364342021290213,
"learning_rate": 3.4549150281252636e-05,
"loss": 46.0,
"step": 32
},
{
"epoch": 0.006673744880934324,
"grad_norm": 0.0003642778901848942,
"learning_rate": 3.12696703292044e-05,
"loss": 46.0,
"step": 33
},
{
"epoch": 0.00687597957429597,
"grad_norm": 0.00036662680213339627,
"learning_rate": 2.8081442660546125e-05,
"loss": 46.0,
"step": 34
},
{
"epoch": 0.007078214267657617,
"grad_norm": 0.0002541069407016039,
"learning_rate": 2.500000000000001e-05,
"loss": 46.0,
"step": 35
},
{
"epoch": 0.0072804489610192626,
"grad_norm": 0.0003552269481588155,
"learning_rate": 2.2040354826462668e-05,
"loss": 46.0,
"step": 36
},
{
"epoch": 0.007482683654380909,
"grad_norm": 0.0002922409912571311,
"learning_rate": 1.9216926233717085e-05,
"loss": 46.0,
"step": 37
},
{
"epoch": 0.007684918347742555,
"grad_norm": 0.000310244329739362,
"learning_rate": 1.6543469682057106e-05,
"loss": 46.0,
"step": 38
},
{
"epoch": 0.0078871530411042,
"grad_norm": 0.0001724491303320974,
"learning_rate": 1.4033009983067452e-05,
"loss": 46.0,
"step": 39
},
{
"epoch": 0.008089387734465847,
"grad_norm": 7.884677324909717e-05,
"learning_rate": 1.1697777844051105e-05,
"loss": 46.0,
"step": 40
},
{
"epoch": 0.008291622427827494,
"grad_norm": 7.308423664653674e-05,
"learning_rate": 9.549150281252633e-06,
"loss": 46.0,
"step": 41
},
{
"epoch": 0.00849385712118914,
"grad_norm": 0.00012783825513906777,
"learning_rate": 7.597595192178702e-06,
"loss": 46.0,
"step": 42
},
{
"epoch": 0.008696091814550786,
"grad_norm": 0.00034225135459564626,
"learning_rate": 5.852620357053651e-06,
"loss": 46.0,
"step": 43
},
{
"epoch": 0.008898326507912432,
"grad_norm": 0.0005108854384161532,
"learning_rate": 4.322727117869951e-06,
"loss": 46.0,
"step": 44
},
{
"epoch": 0.009100561201274079,
"grad_norm": 0.0004680280981119722,
"learning_rate": 3.0153689607045845e-06,
"loss": 46.0,
"step": 45
},
{
"epoch": 0.009302795894635724,
"grad_norm": 0.0004146777791902423,
"learning_rate": 1.9369152030840556e-06,
"loss": 46.0,
"step": 46
},
{
"epoch": 0.00950503058799737,
"grad_norm": 0.0003186096728313714,
"learning_rate": 1.0926199633097157e-06,
"loss": 46.0,
"step": 47
},
{
"epoch": 0.009707265281359017,
"grad_norm": 0.0003894997644238174,
"learning_rate": 4.865965629214819e-07,
"loss": 46.0,
"step": 48
},
{
"epoch": 0.009909499974720664,
"grad_norm": 0.00041468587005510926,
"learning_rate": 1.2179748700879012e-07,
"loss": 46.0,
"step": 49
},
{
"epoch": 0.010111734668082309,
"grad_norm": 0.0004269829369150102,
"learning_rate": 0.0,
"loss": 46.0,
"step": 50
},
{
"epoch": 0.010111734668082309,
"eval_loss": 11.5,
"eval_runtime": 27.5269,
"eval_samples_per_second": 302.54,
"eval_steps_per_second": 37.818,
"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": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6371395436544.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}