lesso06's picture
Training in progress, step 25, checkpoint
7299869 verified
{
"best_metric": 1.1000064611434937,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.026497085320614733,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0010598834128245894,
"grad_norm": 0.6467643976211548,
"learning_rate": 2e-05,
"loss": 5.9796,
"step": 1
},
{
"epoch": 0.0010598834128245894,
"eval_loss": 1.5834020376205444,
"eval_runtime": 80.3436,
"eval_samples_per_second": 4.954,
"eval_steps_per_second": 2.477,
"step": 1
},
{
"epoch": 0.0021197668256491787,
"grad_norm": 0.6095791459083557,
"learning_rate": 4e-05,
"loss": 7.4113,
"step": 2
},
{
"epoch": 0.003179650238473768,
"grad_norm": 0.6075787544250488,
"learning_rate": 6e-05,
"loss": 6.0515,
"step": 3
},
{
"epoch": 0.0042395336512983575,
"grad_norm": 0.7645446062088013,
"learning_rate": 8e-05,
"loss": 6.4815,
"step": 4
},
{
"epoch": 0.005299417064122946,
"grad_norm": 0.8007614016532898,
"learning_rate": 0.0001,
"loss": 6.2063,
"step": 5
},
{
"epoch": 0.005299417064122946,
"eval_loss": 1.5732314586639404,
"eval_runtime": 80.1038,
"eval_samples_per_second": 4.969,
"eval_steps_per_second": 2.484,
"step": 5
},
{
"epoch": 0.006359300476947536,
"grad_norm": 0.816467821598053,
"learning_rate": 0.00012,
"loss": 6.1399,
"step": 6
},
{
"epoch": 0.007419183889772125,
"grad_norm": 1.0349878072738647,
"learning_rate": 0.00014,
"loss": 6.3008,
"step": 7
},
{
"epoch": 0.008479067302596715,
"grad_norm": 1.3219040632247925,
"learning_rate": 0.00016,
"loss": 6.0461,
"step": 8
},
{
"epoch": 0.009538950715421303,
"grad_norm": 1.773594856262207,
"learning_rate": 0.00018,
"loss": 6.0166,
"step": 9
},
{
"epoch": 0.010598834128245893,
"grad_norm": 1.6728031635284424,
"learning_rate": 0.0002,
"loss": 5.8041,
"step": 10
},
{
"epoch": 0.010598834128245893,
"eval_loss": 1.364399790763855,
"eval_runtime": 79.9364,
"eval_samples_per_second": 4.979,
"eval_steps_per_second": 2.489,
"step": 10
},
{
"epoch": 0.011658717541070483,
"grad_norm": 1.573024868965149,
"learning_rate": 0.00019781476007338058,
"loss": 5.4242,
"step": 11
},
{
"epoch": 0.012718600953895072,
"grad_norm": 1.2491636276245117,
"learning_rate": 0.0001913545457642601,
"loss": 5.4373,
"step": 12
},
{
"epoch": 0.01377848436671966,
"grad_norm": 1.5084812641143799,
"learning_rate": 0.00018090169943749476,
"loss": 4.8817,
"step": 13
},
{
"epoch": 0.01483836777954425,
"grad_norm": 2.022383451461792,
"learning_rate": 0.00016691306063588583,
"loss": 4.9304,
"step": 14
},
{
"epoch": 0.01589825119236884,
"grad_norm": 1.9843780994415283,
"learning_rate": 0.00015000000000000001,
"loss": 4.7349,
"step": 15
},
{
"epoch": 0.01589825119236884,
"eval_loss": 1.1954110860824585,
"eval_runtime": 79.8374,
"eval_samples_per_second": 4.985,
"eval_steps_per_second": 2.493,
"step": 15
},
{
"epoch": 0.01695813460519343,
"grad_norm": 1.3177485466003418,
"learning_rate": 0.00013090169943749476,
"loss": 4.1256,
"step": 16
},
{
"epoch": 0.018018018018018018,
"grad_norm": 1.5878150463104248,
"learning_rate": 0.00011045284632676536,
"loss": 4.7507,
"step": 17
},
{
"epoch": 0.019077901430842606,
"grad_norm": 1.2976889610290527,
"learning_rate": 8.954715367323468e-05,
"loss": 4.1571,
"step": 18
},
{
"epoch": 0.020137784843667197,
"grad_norm": 1.248026728630066,
"learning_rate": 6.909830056250527e-05,
"loss": 4.6085,
"step": 19
},
{
"epoch": 0.021197668256491786,
"grad_norm": 1.2782723903656006,
"learning_rate": 5.000000000000002e-05,
"loss": 4.5545,
"step": 20
},
{
"epoch": 0.021197668256491786,
"eval_loss": 1.112984538078308,
"eval_runtime": 83.6533,
"eval_samples_per_second": 4.758,
"eval_steps_per_second": 2.379,
"step": 20
},
{
"epoch": 0.022257551669316374,
"grad_norm": 1.1610110998153687,
"learning_rate": 3.308693936411421e-05,
"loss": 4.2746,
"step": 21
},
{
"epoch": 0.023317435082140965,
"grad_norm": 1.1637465953826904,
"learning_rate": 1.9098300562505266e-05,
"loss": 4.7727,
"step": 22
},
{
"epoch": 0.024377318494965553,
"grad_norm": 1.1322404146194458,
"learning_rate": 8.645454235739903e-06,
"loss": 4.7445,
"step": 23
},
{
"epoch": 0.025437201907790145,
"grad_norm": 1.169419765472412,
"learning_rate": 2.1852399266194314e-06,
"loss": 4.2861,
"step": 24
},
{
"epoch": 0.026497085320614733,
"grad_norm": 1.1728049516677856,
"learning_rate": 0.0,
"loss": 4.8437,
"step": 25
},
{
"epoch": 0.026497085320614733,
"eval_loss": 1.1000064611434937,
"eval_runtime": 79.8428,
"eval_samples_per_second": 4.985,
"eval_steps_per_second": 2.492,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 10,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"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": 8143746210201600.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}