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Training in progress, epoch 10

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: ntu-spml/distilhubert
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - marsyas/gtzan
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: distilhubert-finetuned-gtzan-v3
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+ results:
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+ - task:
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+ name: Audio Classification
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+ type: audio-classification
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+ dataset:
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+ name: GTZAN
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+ type: marsyas/gtzan
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+ metrics:
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+ - name: Accuracy
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+ type: accuracy
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+ value: 0.86
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # distilhubert-finetuned-gtzan-v3
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+
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+ This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the GTZAN dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.1337
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+ - Accuracy: 0.86
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.7102 | 1.0 | 899 | 0.9058 | 0.69 |
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+ | 1.9987 | 2.0 | 1798 | 1.3215 | 0.71 |
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+ | 0.0086 | 3.0 | 2697 | 0.9701 | 0.75 |
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+ | 0.0284 | 4.0 | 3596 | 0.8695 | 0.82 |
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+ | 0.1668 | 5.0 | 4495 | 1.1303 | 0.81 |
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+ | 0.0013 | 6.0 | 5394 | 1.0664 | 0.84 |
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+ | 0.0026 | 7.0 | 6293 | 1.0936 | 0.87 |
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+ | 0.0003 | 8.0 | 7192 | 1.1882 | 0.86 |
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+ | 0.0004 | 9.0 | 8091 | 1.2463 | 0.85 |
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+ | 0.0002 | 10.0 | 8990 | 1.1337 | 0.86 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.0
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+ - Pytorch 2.1.1+cu118
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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+ {
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+ "_name_or_path": "ntu-spml/distilhubert",
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+ "activation_dropout": 0.3,
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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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+ "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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+ "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": "blues",
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+ "1": "classical",
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+ "2": "country",
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+ "3": "disco",
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+ "4": "hiphop",
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+ "5": "jazz",
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+ "6": "metal",
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+ "7": "pop",
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+ "8": "reggae",
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+ "9": "rock"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "model_type": "hubert",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.44.0",
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 32
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+ }
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