|
{ |
|
"best_metric": 0.9857142857142858, |
|
"best_model_checkpoint": "document-spoof-clip/checkpoint-9", |
|
"epoch": 16.842105263157894, |
|
"eval_steps": 500, |
|
"global_step": 80, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.8421052631578947, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.2112182229757309, |
|
"eval_runtime": 5.2092, |
|
"eval_samples_per_second": 13.438, |
|
"eval_steps_per_second": 0.96, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 1.8947368421052633, |
|
"eval_accuracy": 0.9857142857142858, |
|
"eval_loss": 0.12266874313354492, |
|
"eval_runtime": 5.2038, |
|
"eval_samples_per_second": 13.452, |
|
"eval_steps_per_second": 0.961, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 2.1052631578947367, |
|
"grad_norm": 4.123354434967041, |
|
"learning_rate": 4.8611111111111115e-05, |
|
"loss": 0.295, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.9473684210526314, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.12026520818471909, |
|
"eval_runtime": 5.3187, |
|
"eval_samples_per_second": 13.161, |
|
"eval_steps_per_second": 0.94, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9714285714285714, |
|
"eval_loss": 0.06349408626556396, |
|
"eval_runtime": 5.1916, |
|
"eval_samples_per_second": 13.483, |
|
"eval_steps_per_second": 0.963, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 4.2105263157894735, |
|
"grad_norm": 14.247283935546875, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.0962, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 4.842105263157895, |
|
"eval_accuracy": 0.9428571428571428, |
|
"eval_loss": 0.2938525080680847, |
|
"eval_runtime": 5.3233, |
|
"eval_samples_per_second": 13.15, |
|
"eval_steps_per_second": 0.939, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 5.894736842105263, |
|
"eval_accuracy": 0.9285714285714286, |
|
"eval_loss": 0.24831673502922058, |
|
"eval_runtime": 5.2672, |
|
"eval_samples_per_second": 13.29, |
|
"eval_steps_per_second": 0.949, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 6.315789473684211, |
|
"grad_norm": 36.67098617553711, |
|
"learning_rate": 3.472222222222222e-05, |
|
"loss": 0.163, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 6.947368421052632, |
|
"eval_accuracy": 0.9857142857142858, |
|
"eval_loss": 0.07119516283273697, |
|
"eval_runtime": 5.2492, |
|
"eval_samples_per_second": 13.335, |
|
"eval_steps_per_second": 0.953, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9714285714285714, |
|
"eval_loss": 0.04743731766939163, |
|
"eval_runtime": 5.2254, |
|
"eval_samples_per_second": 13.396, |
|
"eval_steps_per_second": 0.957, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 8.421052631578947, |
|
"grad_norm": 14.154749870300293, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.0646, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 8.842105263157894, |
|
"eval_accuracy": 0.9428571428571428, |
|
"eval_loss": 0.20123328268527985, |
|
"eval_runtime": 5.2671, |
|
"eval_samples_per_second": 13.29, |
|
"eval_steps_per_second": 0.949, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 9.894736842105264, |
|
"eval_accuracy": 0.9, |
|
"eval_loss": 0.3587024211883545, |
|
"eval_runtime": 5.2483, |
|
"eval_samples_per_second": 13.338, |
|
"eval_steps_per_second": 0.953, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 10.526315789473685, |
|
"grad_norm": 3.9370455741882324, |
|
"learning_rate": 2.0833333333333336e-05, |
|
"loss": 0.1048, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 10.947368421052632, |
|
"eval_accuracy": 0.9857142857142858, |
|
"eval_loss": 0.04267547279596329, |
|
"eval_runtime": 5.2718, |
|
"eval_samples_per_second": 13.278, |
|
"eval_steps_per_second": 0.948, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.9857142857142858, |
|
"eval_loss": 0.01490915659815073, |
|
"eval_runtime": 5.2034, |
|
"eval_samples_per_second": 13.453, |
|
"eval_steps_per_second": 0.961, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 12.631578947368421, |
|
"grad_norm": 5.009355545043945, |
|
"learning_rate": 1.388888888888889e-05, |
|
"loss": 0.0519, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 12.842105263157894, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.16158795356750488, |
|
"eval_runtime": 5.284, |
|
"eval_samples_per_second": 13.248, |
|
"eval_steps_per_second": 0.946, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 13.894736842105264, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.2285740226507187, |
|
"eval_runtime": 5.3185, |
|
"eval_samples_per_second": 13.161, |
|
"eval_steps_per_second": 0.94, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 14.736842105263158, |
|
"grad_norm": 1.6222240924835205, |
|
"learning_rate": 6.944444444444445e-06, |
|
"loss": 0.0151, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 14.947368421052632, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.13689564168453217, |
|
"eval_runtime": 5.3199, |
|
"eval_samples_per_second": 13.158, |
|
"eval_steps_per_second": 0.94, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.9571428571428572, |
|
"eval_loss": 0.21541821956634521, |
|
"eval_runtime": 5.3461, |
|
"eval_samples_per_second": 13.094, |
|
"eval_steps_per_second": 0.935, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 16.842105263157894, |
|
"grad_norm": 17.900920867919922, |
|
"learning_rate": 0.0, |
|
"loss": 0.0455, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 16.842105263157894, |
|
"eval_accuracy": 0.9428571428571428, |
|
"eval_loss": 0.2586957514286041, |
|
"eval_runtime": 5.2529, |
|
"eval_samples_per_second": 13.326, |
|
"eval_steps_per_second": 0.952, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 16.842105263157894, |
|
"step": 80, |
|
"total_flos": 3.991922735555543e+17, |
|
"train_loss": 0.10449823420494794, |
|
"train_runtime": 538.8903, |
|
"train_samples_per_second": 11.134, |
|
"train_steps_per_second": 0.148 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 80, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 20, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.991922735555543e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|