vdos's picture
Training in progress, step 29, checkpoint
79a4e59 verified
{
"best_metric": 0.7201225757598877,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 3.1870967741935483,
"eval_steps": 25,
"global_step": 29,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1032258064516129,
"grad_norm": 17.753982543945312,
"learning_rate": 5e-05,
"loss": 9.8595,
"step": 1
},
{
"epoch": 0.1032258064516129,
"eval_loss": 9.912254333496094,
"eval_runtime": 2.9272,
"eval_samples_per_second": 22.206,
"eval_steps_per_second": 3.075,
"step": 1
},
{
"epoch": 0.2064516129032258,
"grad_norm": 19.67975425720215,
"learning_rate": 0.0001,
"loss": 10.1359,
"step": 2
},
{
"epoch": 0.3096774193548387,
"grad_norm": 17.82916259765625,
"learning_rate": 9.966191788709716e-05,
"loss": 9.4063,
"step": 3
},
{
"epoch": 0.4129032258064516,
"grad_norm": 17.113759994506836,
"learning_rate": 9.865224352899119e-05,
"loss": 6.6867,
"step": 4
},
{
"epoch": 0.5161290322580645,
"grad_norm": 16.286911010742188,
"learning_rate": 9.698463103929542e-05,
"loss": 4.4957,
"step": 5
},
{
"epoch": 0.6193548387096774,
"grad_norm": 11.957173347473145,
"learning_rate": 9.468163201617062e-05,
"loss": 2.6428,
"step": 6
},
{
"epoch": 0.7225806451612903,
"grad_norm": 7.334842681884766,
"learning_rate": 9.177439057064683e-05,
"loss": 1.7325,
"step": 7
},
{
"epoch": 0.8258064516129032,
"grad_norm": 8.276832580566406,
"learning_rate": 8.83022221559489e-05,
"loss": 1.475,
"step": 8
},
{
"epoch": 0.9290322580645162,
"grad_norm": 3.768533229827881,
"learning_rate": 8.43120818934367e-05,
"loss": 0.8936,
"step": 9
},
{
"epoch": 1.096774193548387,
"grad_norm": 4.0367350578308105,
"learning_rate": 7.985792958513931e-05,
"loss": 1.5403,
"step": 10
},
{
"epoch": 1.2,
"grad_norm": 1.893155574798584,
"learning_rate": 7.500000000000001e-05,
"loss": 0.8142,
"step": 11
},
{
"epoch": 1.303225806451613,
"grad_norm": 2.1027603149414062,
"learning_rate": 6.980398830195785e-05,
"loss": 0.7576,
"step": 12
},
{
"epoch": 1.4064516129032258,
"grad_norm": 2.0021579265594482,
"learning_rate": 6.434016163555452e-05,
"loss": 0.8329,
"step": 13
},
{
"epoch": 1.5096774193548388,
"grad_norm": 3.544898509979248,
"learning_rate": 5.868240888334653e-05,
"loss": 0.7915,
"step": 14
},
{
"epoch": 1.6129032258064515,
"grad_norm": 1.8699073791503906,
"learning_rate": 5.290724144552379e-05,
"loss": 0.8044,
"step": 15
},
{
"epoch": 1.7161290322580647,
"grad_norm": 2.309307098388672,
"learning_rate": 4.709275855447621e-05,
"loss": 0.7962,
"step": 16
},
{
"epoch": 1.8193548387096774,
"grad_norm": 1.51576828956604,
"learning_rate": 4.131759111665349e-05,
"loss": 0.782,
"step": 17
},
{
"epoch": 1.9225806451612903,
"grad_norm": 1.7283101081848145,
"learning_rate": 3.5659838364445505e-05,
"loss": 0.7452,
"step": 18
},
{
"epoch": 2.0903225806451613,
"grad_norm": 3.430619716644287,
"learning_rate": 3.019601169804216e-05,
"loss": 1.3359,
"step": 19
},
{
"epoch": 2.193548387096774,
"grad_norm": 1.290723204612732,
"learning_rate": 2.500000000000001e-05,
"loss": 0.7537,
"step": 20
},
{
"epoch": 2.296774193548387,
"grad_norm": 1.7700577974319458,
"learning_rate": 2.0142070414860704e-05,
"loss": 0.7423,
"step": 21
},
{
"epoch": 2.4,
"grad_norm": 2.509115695953369,
"learning_rate": 1.5687918106563326e-05,
"loss": 0.789,
"step": 22
},
{
"epoch": 2.5032258064516126,
"grad_norm": 0.7740902900695801,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.7628,
"step": 23
},
{
"epoch": 2.606451612903226,
"grad_norm": 2.726773500442505,
"learning_rate": 8.225609429353187e-06,
"loss": 0.8262,
"step": 24
},
{
"epoch": 2.709677419354839,
"grad_norm": 2.366220712661743,
"learning_rate": 5.318367983829392e-06,
"loss": 0.808,
"step": 25
},
{
"epoch": 2.709677419354839,
"eval_loss": 0.7201225757598877,
"eval_runtime": 2.9123,
"eval_samples_per_second": 22.319,
"eval_steps_per_second": 3.09,
"step": 25
},
{
"epoch": 2.8129032258064517,
"grad_norm": 1.8182753324508667,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.7967,
"step": 26
},
{
"epoch": 2.9161290322580644,
"grad_norm": 1.4322144985198975,
"learning_rate": 1.3477564710088098e-06,
"loss": 0.7748,
"step": 27
},
{
"epoch": 3.0838709677419356,
"grad_norm": 3.2206716537475586,
"learning_rate": 3.380821129028489e-07,
"loss": 1.3338,
"step": 28
},
{
"epoch": 3.1870967741935483,
"grad_norm": 2.47102427482605,
"learning_rate": 0.0,
"loss": 0.8182,
"step": 29
}
],
"logging_steps": 1,
"max_steps": 29,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 1.2929663392913818e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}