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Browse files- README.md +0 -0
- config.json +32 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +13 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +66 -0
- training_args.bin +3 -0
README.md
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config.json
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{
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"architectures": [
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"ASTForAudioClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"dtype": "float32",
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"frequency_stride": 10,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "music",
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"1": "speech"
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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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"music": 0,
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"speech": 1
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},
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"layer_norm_eps": 1e-12,
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"max_length": 1024,
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"model_type": "audio-spectrogram-transformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_mel_bins": 128,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"time_stride": 10,
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"transformers_version": "4.57.1"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0b54d7fbdfe90379eb5c6e06b69c8fd966b4987ecbd2a12bff6572ff9fc68e9
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size 344790040
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:58d6a98082bce598ab38d4922fa6116076d3e3e9d873b8b65b90f58d8bb97482
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size 689695819
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "ASTFeatureExtractor",
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"feature_size": 1,
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"max_length": 1024,
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"mean": -4.2677393,
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"num_mel_bins": 128,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000,
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"std": 4.5689974
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}
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:098b29492211804ab324a36f37466821d948280bb74fce4ba895c03f13ecd878
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size 14645
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f0a0169ace6dd279a3e7a8647177302b908cfc09e3cba8855f72c9e93a3d829
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size 1465
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trainer_state.json
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{
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"best_global_step": 23,
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"best_metric": 1.0,
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"best_model_checkpoint": "./balanced_music_detector_test/checkpoint-23",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 23,
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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": 0.43478260869565216,
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"grad_norm": 0.16175252199172974,
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"learning_rate": 2.1e-05,
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"loss": 0.3635,
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"step": 10
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},
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{
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"epoch": 0.8695652173913043,
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"grad_norm": 0.025462472811341286,
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"learning_rate": 6e-06,
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"loss": 0.0011,
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"step": 20
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 1.0,
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"eval_balanced_f1": 1.0,
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"eval_false_music_rate": 0.0,
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"eval_false_speech_rate": 0.0,
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"eval_loss": 0.00011264843487879261,
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"eval_music_f1": 1.0,
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"eval_music_precision": 1.0,
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"eval_music_recall": 1.0,
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"eval_runtime": 5.1012,
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"eval_samples_per_second": 100.956,
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"eval_speech_f1": 1.0,
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"eval_speech_precision": 1.0,
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"eval_speech_recall": 1.0,
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"eval_steps_per_second": 1.764,
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"step": 23
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}
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],
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"logging_steps": 10,
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"max_steps": 23,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 1,
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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": true
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},
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"attributes": {}
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}
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},
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"total_flos": 1.9758697829105664e+17,
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"train_batch_size": 64,
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:1993a0bbf38b33bad82209d3f327deab215e390f4aadfc7917eb0439b735299d
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size 5905
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