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Browse files- trainer_state.json +111 -0
- training_args.bin +3 -0
trainer_state.json
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{
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"best_global_step": 7188,
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"best_metric": 0.7064367615901695,
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"best_model_checkpoint": "results_marbert_augmented_x4/checkpoint-7188",
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"epoch": 4.0,
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"eval_steps": 500,
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"global_step": 7188,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"grad_norm": 0.5444260835647583,
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"learning_rate": 1.600222593210907e-05,
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"loss": 0.7759682342750069,
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"step": 1797
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7147613762486127,
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"eval_f1_macro": 0.6661366194710371,
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"eval_loss": 1.170723795890808,
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"eval_runtime": 60.3414,
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"eval_samples_per_second": 14.932,
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"step": 1797
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},
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{
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"epoch": 2.0,
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"grad_norm": 1.1501867771148682,
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"learning_rate": 1.200222593210907e-05,
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"step": 3594
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7380688124306326,
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"eval_f1_macro": 0.6947959820612603,
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"eval_loss": 1.496320128440857,
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"eval_runtime": 60.2764,
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"eval_samples_per_second": 14.948,
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"step": 3594
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},
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{
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"epoch": 3.0,
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"grad_norm": 0.019423065707087517,
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"step": 5391
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},
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{
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"epoch": 3.0,
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"eval_f1_macro": 0.7020636607249949,
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"eval_runtime": 60.3712,
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"eval_samples_per_second": 14.924,
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"step": 5391
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},
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{
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"epoch": 4.0,
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"grad_norm": 0.0047567361034452915,
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"learning_rate": 4.002225932109071e-06,
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"loss": 0.10288739934124148,
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"step": 7188
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.7391786903440621,
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"eval_f1_macro": 0.7064367615901695,
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"eval_loss": 2.0361692905426025,
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"eval_runtime": 61.9584,
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"eval_samples_per_second": 14.542,
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"eval_steps_per_second": 3.648,
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"step": 7188
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}
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],
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"logging_steps": 500,
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"max_steps": 8985,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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"save_steps": 500,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"early_stopping_patience": 2,
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"early_stopping_threshold": 0.001
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},
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"attributes": {
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"early_stopping_patience_counter": 0
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}
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},
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 1241138880600192.0,
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"train_batch_size": 4,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:285fef7b5d295a68d69dddbbdbae36c1f4363e528bf1c80b435db3b83be5fb68
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size 5201
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