lesso05's picture
Training in progress, step 25, checkpoint
4bb4231 verified
{
"best_metric": 11.034313201904297,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.09225092250922509,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0036900369003690036,
"grad_norm": 1.791113018989563,
"learning_rate": 2e-05,
"loss": 44.5973,
"step": 1
},
{
"epoch": 0.0036900369003690036,
"eval_loss": 11.170838356018066,
"eval_runtime": 1.9984,
"eval_samples_per_second": 57.545,
"eval_steps_per_second": 29.023,
"step": 1
},
{
"epoch": 0.007380073800738007,
"grad_norm": 2.3068079948425293,
"learning_rate": 4e-05,
"loss": 44.6951,
"step": 2
},
{
"epoch": 0.01107011070110701,
"grad_norm": 2.204294443130493,
"learning_rate": 6e-05,
"loss": 44.6784,
"step": 3
},
{
"epoch": 0.014760147601476014,
"grad_norm": 2.4943387508392334,
"learning_rate": 8e-05,
"loss": 44.5942,
"step": 4
},
{
"epoch": 0.01845018450184502,
"grad_norm": 2.697859287261963,
"learning_rate": 0.0001,
"loss": 44.7435,
"step": 5
},
{
"epoch": 0.01845018450184502,
"eval_loss": 11.16266918182373,
"eval_runtime": 0.897,
"eval_samples_per_second": 128.199,
"eval_steps_per_second": 64.657,
"step": 5
},
{
"epoch": 0.02214022140221402,
"grad_norm": 2.368184804916382,
"learning_rate": 0.00012,
"loss": 44.6444,
"step": 6
},
{
"epoch": 0.025830258302583026,
"grad_norm": 2.20993709564209,
"learning_rate": 0.00014,
"loss": 44.5774,
"step": 7
},
{
"epoch": 0.02952029520295203,
"grad_norm": 2.647223949432373,
"learning_rate": 0.00016,
"loss": 44.6219,
"step": 8
},
{
"epoch": 0.033210332103321034,
"grad_norm": 2.0904574394226074,
"learning_rate": 0.00018,
"loss": 44.5955,
"step": 9
},
{
"epoch": 0.03690036900369004,
"grad_norm": 2.8271727561950684,
"learning_rate": 0.0002,
"loss": 44.5294,
"step": 10
},
{
"epoch": 0.03690036900369004,
"eval_loss": 11.130102157592773,
"eval_runtime": 0.895,
"eval_samples_per_second": 128.492,
"eval_steps_per_second": 64.805,
"step": 10
},
{
"epoch": 0.04059040590405904,
"grad_norm": 2.5687215328216553,
"learning_rate": 0.00019781476007338058,
"loss": 44.541,
"step": 11
},
{
"epoch": 0.04428044280442804,
"grad_norm": 2.665268898010254,
"learning_rate": 0.0001913545457642601,
"loss": 44.4935,
"step": 12
},
{
"epoch": 0.04797047970479705,
"grad_norm": 3.064598560333252,
"learning_rate": 0.00018090169943749476,
"loss": 44.3673,
"step": 13
},
{
"epoch": 0.05166051660516605,
"grad_norm": 2.704948902130127,
"learning_rate": 0.00016691306063588583,
"loss": 44.4678,
"step": 14
},
{
"epoch": 0.055350553505535055,
"grad_norm": 2.82173228263855,
"learning_rate": 0.00015000000000000001,
"loss": 44.3777,
"step": 15
},
{
"epoch": 0.055350553505535055,
"eval_loss": 11.077457427978516,
"eval_runtime": 0.8924,
"eval_samples_per_second": 128.87,
"eval_steps_per_second": 64.995,
"step": 15
},
{
"epoch": 0.05904059040590406,
"grad_norm": 3.1735241413116455,
"learning_rate": 0.00013090169943749476,
"loss": 44.2805,
"step": 16
},
{
"epoch": 0.06273062730627306,
"grad_norm": 3.064631700515747,
"learning_rate": 0.00011045284632676536,
"loss": 44.2625,
"step": 17
},
{
"epoch": 0.06642066420664207,
"grad_norm": 2.9129655361175537,
"learning_rate": 8.954715367323468e-05,
"loss": 44.2758,
"step": 18
},
{
"epoch": 0.07011070110701106,
"grad_norm": 2.705364942550659,
"learning_rate": 6.909830056250527e-05,
"loss": 44.2338,
"step": 19
},
{
"epoch": 0.07380073800738007,
"grad_norm": 3.0325767993927,
"learning_rate": 5.000000000000002e-05,
"loss": 44.2377,
"step": 20
},
{
"epoch": 0.07380073800738007,
"eval_loss": 11.041491508483887,
"eval_runtime": 0.9676,
"eval_samples_per_second": 118.849,
"eval_steps_per_second": 59.941,
"step": 20
},
{
"epoch": 0.07749077490774908,
"grad_norm": 2.9936363697052,
"learning_rate": 3.308693936411421e-05,
"loss": 44.1306,
"step": 21
},
{
"epoch": 0.08118081180811808,
"grad_norm": 2.515326499938965,
"learning_rate": 1.9098300562505266e-05,
"loss": 44.2357,
"step": 22
},
{
"epoch": 0.08487084870848709,
"grad_norm": 3.491044521331787,
"learning_rate": 8.645454235739903e-06,
"loss": 44.0782,
"step": 23
},
{
"epoch": 0.08856088560885608,
"grad_norm": 2.6066572666168213,
"learning_rate": 2.1852399266194314e-06,
"loss": 44.2835,
"step": 24
},
{
"epoch": 0.09225092250922509,
"grad_norm": 3.1168739795684814,
"learning_rate": 0.0,
"loss": 44.0841,
"step": 25
},
{
"epoch": 0.09225092250922509,
"eval_loss": 11.034313201904297,
"eval_runtime": 0.9091,
"eval_samples_per_second": 126.496,
"eval_steps_per_second": 63.798,
"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": 479828901888.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}