adapters-gemma-bnb8-QLORA-super_glue-axb / trainer_state-gemma-bnb8-QLORA-super_glue-axb-sequence_classification.json
RMHalak's picture
Task: SequenceClassification
6a673ed verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.714285714285714,
"eval_steps": 1,
"global_step": 10,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.5714285714285714,
"grad_norm": 236.1022186279297,
"learning_rate": 2.5e-05,
"loss": 4.248,
"step": 1
},
{
"epoch": 0.5714285714285714,
"eval_loss": 3.8642280101776123,
"eval_matthews_correlation": -0.09185689054860074,
"eval_runtime": 14.6232,
"eval_samples_per_second": 15.113,
"eval_steps_per_second": 0.479,
"step": 1
},
{
"epoch": 1.1428571428571428,
"grad_norm": 258.9085693359375,
"learning_rate": 5e-05,
"loss": 4.7899,
"step": 2
},
{
"epoch": 1.1428571428571428,
"eval_loss": 2.353182077407837,
"eval_matthews_correlation": 0.02782382086884636,
"eval_runtime": 14.5627,
"eval_samples_per_second": 15.176,
"eval_steps_per_second": 0.481,
"step": 2
},
{
"epoch": 1.7142857142857144,
"grad_norm": 144.017578125,
"learning_rate": 4.375e-05,
"loss": 2.2087,
"step": 3
},
{
"epoch": 1.7142857142857144,
"eval_loss": 5.36915397644043,
"eval_matthews_correlation": 0.10992116885414299,
"eval_runtime": 14.5637,
"eval_samples_per_second": 15.175,
"eval_steps_per_second": 0.481,
"step": 3
},
{
"epoch": 2.2857142857142856,
"grad_norm": 219.81997680664062,
"learning_rate": 3.7500000000000003e-05,
"loss": 5.938,
"step": 4
},
{
"epoch": 2.2857142857142856,
"eval_loss": 4.713024616241455,
"eval_matthews_correlation": 0.1493839222204547,
"eval_runtime": 14.6478,
"eval_samples_per_second": 15.088,
"eval_steps_per_second": 0.478,
"step": 4
},
{
"epoch": 2.857142857142857,
"grad_norm": 226.86795043945312,
"learning_rate": 3.125e-05,
"loss": 5.0085,
"step": 5
},
{
"epoch": 2.857142857142857,
"eval_loss": 3.2357559204101562,
"eval_matthews_correlation": 0.13539571021609156,
"eval_runtime": 14.603,
"eval_samples_per_second": 15.134,
"eval_steps_per_second": 0.479,
"step": 5
},
{
"epoch": 3.4285714285714284,
"grad_norm": 172.67315673828125,
"learning_rate": 2.5e-05,
"loss": 2.928,
"step": 6
},
{
"epoch": 3.4285714285714284,
"eval_loss": 2.1480770111083984,
"eval_matthews_correlation": 0.14878673292578765,
"eval_runtime": 14.5857,
"eval_samples_per_second": 15.152,
"eval_steps_per_second": 0.48,
"step": 6
},
{
"epoch": 4.0,
"grad_norm": 109.5372314453125,
"learning_rate": 1.8750000000000002e-05,
"loss": 1.6375,
"step": 7
},
{
"epoch": 4.0,
"eval_loss": 1.7387173175811768,
"eval_matthews_correlation": 0.11220065011812017,
"eval_runtime": 14.5798,
"eval_samples_per_second": 15.158,
"eval_steps_per_second": 0.48,
"step": 7
},
{
"epoch": 4.571428571428571,
"grad_norm": 18.393611907958984,
"learning_rate": 1.25e-05,
"loss": 1.2763,
"step": 8
},
{
"epoch": 4.571428571428571,
"eval_loss": 1.6940361261367798,
"eval_matthews_correlation": 0.19882361280961788,
"eval_runtime": 14.5675,
"eval_samples_per_second": 15.171,
"eval_steps_per_second": 0.481,
"step": 8
},
{
"epoch": 5.142857142857143,
"grad_norm": 53.67533874511719,
"learning_rate": 6.25e-06,
"loss": 1.1177,
"step": 9
},
{
"epoch": 5.142857142857143,
"eval_loss": 1.7173782587051392,
"eval_matthews_correlation": 0.2607736125317351,
"eval_runtime": 14.5773,
"eval_samples_per_second": 15.161,
"eval_steps_per_second": 0.48,
"step": 9
},
{
"epoch": 5.714285714285714,
"grad_norm": 66.04159545898438,
"learning_rate": 0.0,
"loss": 1.2015,
"step": 10
},
{
"epoch": 5.714285714285714,
"eval_loss": 1.703056812286377,
"eval_matthews_correlation": 0.2569900999685935,
"eval_runtime": 14.5472,
"eval_samples_per_second": 15.192,
"eval_steps_per_second": 0.481,
"step": 10
},
{
"epoch": 5.714285714285714,
"step": 10,
"total_flos": 2.309181566021837e+16,
"train_loss": 3.035413348674774,
"train_runtime": 1489.7156,
"train_samples_per_second": 5.927,
"train_steps_per_second": 0.007
}
],
"logging_steps": 1,
"max_steps": 10,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 2.309181566021837e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}