Marcos12886
commited on
Commit
•
7ac0678
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Parent(s):
9eec5ac
fsdfs
Browse files- checkpoint-4/config.json +85 -0
- checkpoint-4/model.safetensors +3 -0
- checkpoint-4/optimizer.pt +3 -0
- checkpoint-4/rng_state.pth +3 -0
- checkpoint-4/scheduler.pt +3 -0
- checkpoint-4/trainer_state.json +71 -0
- checkpoint-4/training_args.bin +3 -0
checkpoint-4/config.json
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{
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"_name_or_path": "ntu-spml/distilhubert",
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"activation_dropout": 0.1,
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"apply_spec_augment": false,
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"architectures": [
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"HubertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.0,
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"feat_proj_layer_norm": false,
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"final_dropout": 0.0,
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"finetuning_task": "audio-classification",
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "1s_normal",
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"1": "1s_pain",
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"2": "1s_hunger",
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"3": "1s_asphyxia"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "hubert",
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"num_attention_heads": 12,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.44.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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}
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checkpoint-4/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6d5d998bb00df741ddb44f847f3b0e48af7a402830db1d0363935e4481c08924
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size 94765560
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checkpoint-4/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d1e0d4c5c2f5f0c7599afb49dc953cc0b1e574318fd1ef083943c8b0666b9f94
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size 189556666
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checkpoint-4/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:249687217cda713f7ce94f08fd646a35c430eb66790a100a60eec7f178588c46
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size 14308
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checkpoint-4/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:68d2bf636ad06d86d4d6f73d31790185a6f6b4a9e9e7055ebe9e5b1f6e7ed882
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size 1064
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checkpoint-4/trainer_state.json
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{
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"best_metric": 0.48755036507396887,
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"best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-4",
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"epoch": 0.8888888888888888,
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"eval_steps": 500,
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"global_step": 4,
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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": 0.8888888888888888,
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"eval_accuracy": 0.5421245421245421,
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"eval_confusion_matrix": [
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"eval_f1": 0.48755036507396887,
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"eval_loss": 1.3177218437194824,
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"eval_precision": 0.529223863036533,
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"eval_recall": 0.5421245421245421,
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"eval_runtime": 2.9127,
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"eval_samples_per_second": 93.727,
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"eval_steps_per_second": 1.03,
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"step": 4
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}
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],
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"logging_steps": 500,
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"max_steps": 180,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 45,
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"save_steps": 500,
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"stateful_callbacks": {
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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": 2478906950400000.0,
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"train_batch_size": 128,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-4/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7fb6cc33361315cebc8ae680eb5e05f594e986c0d708fc84afba0c1c3c49cd18
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size 5240
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