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Browse files- checkpoint-1971/config.json +27 -0
- checkpoint-1971/optimizer.pt +3 -0
- checkpoint-1971/pytorch_model.bin +3 -0
- checkpoint-1971/rng_state.pth +3 -0
- checkpoint-1971/scheduler.pt +3 -0
- checkpoint-1971/trainer_state.json +61 -0
- checkpoint-1971/training_args.bin +3 -0
- config.json +27 -0
- huBERT_Plain2/logs/1677680617.0354788/events.out.tfevents.1677680617.2bca324b12fe.461.1 +3 -0
- huBERT_Plain2/logs/events.out.tfevents.1677680617.2bca324b12fe.461.0 +3 -0
- logs/1677696857.4364128/events.out.tfevents.1677696857.b192cc1dc265.132.1 +3 -0
- logs/events.out.tfevents.1677696857.b192cc1dc265.132.0 +3 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-1971/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": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.26.1",
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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-1971/optimizer.pt
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size 885075077
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checkpoint-1971/pytorch_model.bin
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checkpoint-1971/rng_state.pth
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checkpoint-1971/scheduler.pt
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size 627
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checkpoint-1971/trainer_state.json
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{
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"best_metric": 0.5755290389060974,
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"best_model_checkpoint": "/content/drive/MyDrive/Models/huBERT_Plain2/checkpoint-1971",
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"epoch": 3.0,
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"global_step": 1971,
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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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"learning_rate": 4.5e-06,
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"loss": 0.6481,
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"step": 657
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.6730182926829268,
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"eval_loss": 0.6048818230628967,
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"eval_runtime": 5.483,
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"eval_samples_per_second": 239.285,
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"eval_steps_per_second": 14.955,
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"step": 657
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},
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{
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"epoch": 2.0,
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"learning_rate": 4.000000000000001e-06,
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"loss": 0.5526,
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"step": 1314
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6821646341463414,
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"eval_loss": 0.6087087988853455,
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"eval_runtime": 4.5344,
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"eval_samples_per_second": 289.344,
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"eval_steps_per_second": 18.084,
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"step": 1314
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},
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{
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"epoch": 3.0,
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"learning_rate": 3.5e-06,
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"loss": 0.4988,
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"step": 1971
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7103658536585366,
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"eval_samples_per_second": 289.264,
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"step": 1971
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}
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],
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"max_steps": 6570,
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"num_train_epochs": 10,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-1971/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 3515
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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": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.26.1",
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"type_vocab_size": 2,
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"use_cache": true,
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}
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huBERT_Plain2/logs/1677680617.0354788/events.out.tfevents.1677680617.2bca324b12fe.461.1
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huBERT_Plain2/logs/events.out.tfevents.1677680617.2bca324b12fe.461.0
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logs/1677696857.4364128/events.out.tfevents.1677696857.b192cc1dc265.132.1
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logs/events.out.tfevents.1677696857.b192cc1dc265.132.0
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 3515
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