Divyasreepat
commited on
Commit
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Parent(s):
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Upload folder using huggingface_hub
Browse files- README.md +18 -0
- assets/tokenizer/merges.txt +0 -0
- assets/tokenizer/vocabulary.json +0 -0
- audio_converter.json +22 -0
- config.json +20 -0
- metadata.json +6 -0
- model.weights.h5 +3 -0
- tokenizer.json +25 -0
README.md
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---
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library_name: keras-hub
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---
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This is a [`Whisper` model](https://keras.io/api/keras_hub/models/whisper) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
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Model config:
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* **name:** whisper_backbone
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* **trainable:** True
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* **vocabulary_size:** 51864
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* **num_layers:** 24
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* **num_heads:** 16
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* **hidden_dim:** 1024
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* **intermediate_dim:** 4096
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* **num_mels:** 80
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* **dropout:** 0.0
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* **max_encoder_sequence_length:** 3000
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* **max_decoder_sequence_length:** 448
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This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
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assets/tokenizer/merges.txt
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assets/tokenizer/vocabulary.json
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audio_converter.json
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{
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"module": "keras_nlp.src.models.whisper.whisper_audio_converter",
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"class_name": "WhisperAudioConverter",
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"config": {
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"name": "whisper_audio_converter",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"num_mels": 80,
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"num_fft_bins": 400,
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"stride": 160,
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"sampling_rate": 16000,
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"max_audio_length": 30
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},
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"registered_name": "keras_nlp>WhisperAudioConverter"
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}
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config.json
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{
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"module": "keras_nlp.src.models.whisper.whisper_backbone",
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"class_name": "WhisperBackbone",
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"config": {
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"name": "whisper_backbone",
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"trainable": true,
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"vocabulary_size": 51864,
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"num_layers": 24,
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"num_heads": 16,
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"hidden_dim": 1024,
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"intermediate_dim": 4096,
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"num_mels": 80,
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"dropout": 0.0,
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"max_encoder_sequence_length": 3000,
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"max_decoder_sequence_length": 448
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},
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"registered_name": "keras_nlp>WhisperBackbone",
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"assets": [],
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"weights": "model.weights.h5"
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}
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metadata.json
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{
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"keras_version": "3.0.1",
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"keras_nlp_version": "0.7.0",
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"parameter_count": 763856896,
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"date_saved": "2023-12-27@02:33:17"
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}
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model.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:381df5385b5d991d2a3c73fbaaf01b46d511705c3285404484550be98c3cfca8
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size 3057466496
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tokenizer.json
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{
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"module": "keras_nlp.src.models.whisper.whisper_tokenizer",
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"class_name": "WhisperTokenizer",
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"config": {
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"name": "whisper_tokenizer",
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"trainable": true,
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"dtype": "int32",
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"sequence_length": null,
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"add_prefix_space": false,
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"special_tokens": {
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"<|startoftranscript|>": 50257,
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"<|endoftext|>": 50256,
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"<|notimestamps|>": 50362,
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"<|translate|>": 50358,
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"<|transcribe|>": 50357
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},
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"language_tokens": null
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},
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"registered_name": "keras_nlp>WhisperTokenizer",
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"assets": [
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"assets/tokenizer/merges.txt",
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"assets/tokenizer/vocabulary.json"
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],
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"weights": null
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}
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