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Browse files- checkpoint-970/config.json +27 -0
- checkpoint-970/model.safetensors +3 -0
- checkpoint-970/optimizer.pt +3 -0
- checkpoint-970/rng_state.pth +3 -0
- checkpoint-970/scheduler.pt +3 -0
- checkpoint-970/trainer_state.json +80 -0
- checkpoint-970/training_args.bin +3 -0
- config.json +27 -0
- events.out.tfevents.1719763761.e2fc7d27e7b4.712.0 +3 -0
- huBERTPlain_v2_test.xlsx +0 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
checkpoint-970/config.json
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{
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"_name_or_path": "SZTAKI-HLT/hubert-base-cc",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.42.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32001
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}
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checkpoint-970/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 442502136
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checkpoint-970/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 885125370
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checkpoint-970/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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checkpoint-970/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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checkpoint-970/trainer_state.json
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{
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"best_metric": 0.5480151772499084,
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"best_model_checkpoint": "/content/drive/MyDrive/Bert-base_large/bert-base/checkpoint-970",
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"epoch": 2.0,
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"eval_steps": 100,
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"global_step": 970,
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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": 14.9495210647583,
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"learning_rate": 4.5e-06,
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"loss": 0.6114,
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"step": 485
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7244582043343654,
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"eval_f1": 0.7233586178139445,
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"eval_loss": 0.5499718189239502,
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"eval_precision": 0.7260032681064872,
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"eval_recall": 0.7244582043343654,
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"eval_runtime": 16.152,
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"eval_samples_per_second": 59.993,
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"eval_steps_per_second": 3.777,
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"step": 485
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},
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{
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"epoch": 2.0,
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"grad_norm": 9.681391716003418,
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"learning_rate": 4.000000000000001e-06,
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"loss": 0.5015,
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"step": 970
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.717234262125903,
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"eval_f1": 0.7172764249732223,
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"eval_loss": 0.5480151772499084,
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"eval_precision": 0.717929796191282,
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"eval_recall": 0.717234262125903,
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"eval_runtime": 15.759,
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"eval_samples_per_second": 61.489,
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"eval_steps_per_second": 3.871,
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"step": 970
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}
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],
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"logging_steps": 100,
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"max_steps": 4850,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 10,
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"save_steps": 100,
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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": 0.0
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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": 4081378690744320.0,
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-970/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4809421de76a57aaf019ec88bffb1b17ea5cf9555fa7c70e19960d4f5b0edd94
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size 5112
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config.json
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{
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"_name_or_path": "SZTAKI-HLT/hubert-base-cc",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.42.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32001
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}
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events.out.tfevents.1719763761.e2fc7d27e7b4.712.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:f208238274d51fb51b3698f64c808182a4ab966389e5f549accaeab5b114e6d2
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size 7983
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huBERTPlain_v2_test.xlsx
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Binary file (126 kB). View file
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c61a803010eeca4849c6dcf5b385eb26fd9bcbe571bbbfbb736a5a883a0ed30
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size 442502136
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4809421de76a57aaf019ec88bffb1b17ea5cf9555fa7c70e19960d4f5b0edd94
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size 5112
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