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Upload TFWhisperForConditionalGeneration

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  1. README.md +59 -0
  2. config.json +144 -0
  3. tf_model.h5 +3 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - generated_from_keras_callback
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+ model-index:
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+ - name: whisper3_0005
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information Keras had access to. You should
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+ probably proofread and complete it, then remove this comment. -->
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+
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+ # whisper3_0005
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+
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+ This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Train Loss: 3.1592
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+ - Train Accuracy: 0.0175
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+ - Validation Loss: 2.8062
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+ - Validation Accuracy: 0.0199
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+ - Epoch: 4
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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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+ - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 1e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
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+ - training_precision: float32
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+
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+ ### Training results
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+
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+ | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
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+ |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
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+ | 5.0832 | 0.0116 | 4.4298 | 0.0124 | 0 |
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+ | 4.3130 | 0.0131 | 4.0733 | 0.0141 | 1 |
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+ | 3.9211 | 0.0146 | 3.6762 | 0.0157 | 2 |
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+ | 3.5505 | 0.0159 | 3.3453 | 0.0171 | 3 |
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+ | 3.1592 | 0.0175 | 2.8062 | 0.0199 | 4 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.25.0.dev0
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+ - TensorFlow 2.9.2
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+ - Datasets 2.6.1
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+ - Tokenizers 0.13.2
config.json ADDED
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+ {
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+ "_name_or_path": "openai/whisper-tiny",
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+ "activation_dropout": 0.0,
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+ "activation_function": "gelu",
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+ "architectures": [
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+ "WhisperForConditionalGeneration"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 50257,
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+ "max_target_positions": 448,
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+ "model_type": "whisper",
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+ "vocab_size": 51865
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+ }
tf_model.h5 ADDED
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