lesso07's picture
Training in progress, step 20, checkpoint
6ca6689 verified
raw
history blame
5.43 kB
{
"best_metric": 0.12360001355409622,
"best_model_checkpoint": "miner_id_24/checkpoint-20",
"epoch": 0.0033819488480236735,
"eval_steps": 5,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0001690974424011837,
"grad_norm": 1.6888561248779297,
"learning_rate": 2e-05,
"loss": 2.3699,
"step": 1
},
{
"epoch": 0.0001690974424011837,
"eval_loss": 0.6129927039146423,
"eval_runtime": 337.6416,
"eval_samples_per_second": 7.375,
"eval_steps_per_second": 3.687,
"step": 1
},
{
"epoch": 0.0003381948848023674,
"grad_norm": 1.8399994373321533,
"learning_rate": 4e-05,
"loss": 2.9006,
"step": 2
},
{
"epoch": 0.000507292327203551,
"grad_norm": 1.72530996799469,
"learning_rate": 6e-05,
"loss": 2.3048,
"step": 3
},
{
"epoch": 0.0006763897696047348,
"grad_norm": 2.1376140117645264,
"learning_rate": 8e-05,
"loss": 2.4657,
"step": 4
},
{
"epoch": 0.0008454872120059184,
"grad_norm": 2.0416014194488525,
"learning_rate": 0.0001,
"loss": 2.4925,
"step": 5
},
{
"epoch": 0.0008454872120059184,
"eval_loss": 0.5692313313484192,
"eval_runtime": 352.1584,
"eval_samples_per_second": 7.071,
"eval_steps_per_second": 3.535,
"step": 5
},
{
"epoch": 0.001014584654407102,
"grad_norm": 2.4221572875976562,
"learning_rate": 0.00012,
"loss": 2.2069,
"step": 6
},
{
"epoch": 0.0011836820968082857,
"grad_norm": 3.3926279544830322,
"learning_rate": 0.00014,
"loss": 2.0034,
"step": 7
},
{
"epoch": 0.0013527795392094695,
"grad_norm": 7.158604145050049,
"learning_rate": 0.00016,
"loss": 1.6199,
"step": 8
},
{
"epoch": 0.0015218769816106531,
"grad_norm": 2.8731706142425537,
"learning_rate": 0.00018,
"loss": 1.3804,
"step": 9
},
{
"epoch": 0.0016909744240118367,
"grad_norm": 2.1480000019073486,
"learning_rate": 0.0002,
"loss": 1.2307,
"step": 10
},
{
"epoch": 0.0016909744240118367,
"eval_loss": 0.22240450978279114,
"eval_runtime": 340.116,
"eval_samples_per_second": 7.321,
"eval_steps_per_second": 3.661,
"step": 10
},
{
"epoch": 0.0018600718664130206,
"grad_norm": 1.8090850114822388,
"learning_rate": 0.00019781476007338058,
"loss": 0.8868,
"step": 11
},
{
"epoch": 0.002029169308814204,
"grad_norm": 1.3949517011642456,
"learning_rate": 0.0001913545457642601,
"loss": 0.7729,
"step": 12
},
{
"epoch": 0.002198266751215388,
"grad_norm": 1.1241109371185303,
"learning_rate": 0.00018090169943749476,
"loss": 0.5519,
"step": 13
},
{
"epoch": 0.0023673641936165714,
"grad_norm": 0.6692907810211182,
"learning_rate": 0.00016691306063588583,
"loss": 0.4599,
"step": 14
},
{
"epoch": 0.0025364616360177552,
"grad_norm": 0.9926350712776184,
"learning_rate": 0.00015000000000000001,
"loss": 0.5148,
"step": 15
},
{
"epoch": 0.0025364616360177552,
"eval_loss": 0.13447795808315277,
"eval_runtime": 350.1072,
"eval_samples_per_second": 7.112,
"eval_steps_per_second": 3.556,
"step": 15
},
{
"epoch": 0.002705559078418939,
"grad_norm": 1.3928656578063965,
"learning_rate": 0.00013090169943749476,
"loss": 0.5929,
"step": 16
},
{
"epoch": 0.0028746565208201224,
"grad_norm": 1.48099684715271,
"learning_rate": 0.00011045284632676536,
"loss": 0.6033,
"step": 17
},
{
"epoch": 0.0030437539632213063,
"grad_norm": 0.833182156085968,
"learning_rate": 8.954715367323468e-05,
"loss": 0.5041,
"step": 18
},
{
"epoch": 0.00321285140562249,
"grad_norm": 0.5916072130203247,
"learning_rate": 6.909830056250527e-05,
"loss": 0.5098,
"step": 19
},
{
"epoch": 0.0033819488480236735,
"grad_norm": 0.5035240650177002,
"learning_rate": 5.000000000000002e-05,
"loss": 0.4717,
"step": 20
},
{
"epoch": 0.0033819488480236735,
"eval_loss": 0.12360001355409622,
"eval_runtime": 334.5636,
"eval_samples_per_second": 7.443,
"eval_steps_per_second": 3.721,
"step": 20
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 3298217215131648.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}