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Upload TFWhisperForConditionalGeneration
Browse files- README.md +73 -0
- config.json +42 -0
- tf_model.h5 +3 -0
README.md
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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: whisper_0020
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results: []
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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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# whisper_0020
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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: 0.1698
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- Train Accuracy: 0.0335
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- Validation Loss: 0.5530
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- Validation Accuracy: 0.0314
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- Epoch: 19
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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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### Training results
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| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
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|:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
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| 5.0856 | 0.0116 | 4.4440 | 0.0123 | 0 |
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| 4.3149 | 0.0131 | 4.0521 | 0.0142 | 1 |
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| 3.9260 | 0.0146 | 3.7264 | 0.0153 | 2 |
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| 3.5418 | 0.0160 | 3.3026 | 0.0174 | 3 |
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| 2.7510 | 0.0198 | 2.0157 | 0.0241 | 4 |
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| 1.6782 | 0.0250 | 1.3567 | 0.0273 | 5 |
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| 1.1705 | 0.0274 | 1.0678 | 0.0286 | 6 |
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| 0.9126 | 0.0287 | 0.9152 | 0.0294 | 7 |
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| 0.7514 | 0.0296 | 0.8057 | 0.0299 | 8 |
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| 0.6371 | 0.0302 | 0.7409 | 0.0302 | 9 |
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| 0.5498 | 0.0307 | 0.6854 | 0.0306 | 10 |
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| 0.4804 | 0.0312 | 0.6518 | 0.0307 | 11 |
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| 0.4214 | 0.0316 | 0.6200 | 0.0310 | 12 |
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| 0.3713 | 0.0319 | 0.5947 | 0.0311 | 13 |
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| 0.3281 | 0.0322 | 0.5841 | 0.0311 | 14 |
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| 0.2891 | 0.0325 | 0.5700 | 0.0313 | 15 |
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| 0.2550 | 0.0328 | 0.5614 | 0.0313 | 16 |
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| 0.2237 | 0.0331 | 0.5572 | 0.0313 | 17 |
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| 0.1959 | 0.0333 | 0.5563 | 0.0314 | 18 |
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| 0.1698 | 0.0335 | 0.5530 | 0.0314 | 19 |
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### Framework versions
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- Transformers 4.25.0.dev0
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- TensorFlow 2.9.2
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- Tokenizers 0.13.2
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config.json
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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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"begin_suppress_tokens": [
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220,
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50257
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],
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"bos_token_id": 50257,
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"d_model": 384,
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"decoder_attention_heads": 6,
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"decoder_ffn_dim": 1536,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 4,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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"encoder_attention_heads": 6,
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"encoder_ffn_dim": 1536,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 4,
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"eos_token_id": 50257,
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"forced_decoder_ids": null,
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"max_length": 448,
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"max_source_positions": 1500,
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"max_target_positions": 448,
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"model_type": "whisper",
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"num_hidden_layers": 4,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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"suppress_tokens": [],
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"torch_dtype": "float32",
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"transformers_version": "4.25.0.dev0",
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"use_cache": true,
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"vocab_size": 51865
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}
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:a6d1d4d232d641d37de329fc18b90a785876ac815850de37f29350ca72f8bb3a
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size 151253984
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