Instructions to use keras/whisper_medium_en with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- KerasHub
How to use keras/whisper_medium_en with KerasHub:
import keras_hub # Create a Backbone model unspecialized for any task backbone = keras_hub.models.Backbone.from_preset("hf://keras/whisper_medium_en") - Keras
How to use keras/whisper_medium_en with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://keras/whisper_medium_en") - Notebooks
- Google Colab
- Kaggle
Download tokenizer.json from keras/whisper_medium_en: direct link, hf CLI and curl.
- Browser
- Download file 1.02 kB
-
https://huggingface.co/keras/whisper_medium_en/resolve/main/tokenizer.json
- Command line
-
hf download hf://keras/whisper_medium_en/tokenizer.json
-
curl -L -o tokenizer.json https://huggingface.co/keras/whisper_medium_en/resolve/main/tokenizer.json
1.02 kB
| { | |
| "module": "keras_hub.src.models.whisper.whisper_tokenizer", | |
| "class_name": "WhisperTokenizer", | |
| "config": { | |
| "name": "whisper_tokenizer", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "int32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "config_file": "tokenizer.json", | |
| "sequence_length": null, | |
| "add_prefix_space": false, | |
| "unsplittable_tokens": [ | |
| "<|startoftranscript|>", | |
| "<|endoftext|>", | |
| "<|notimestamps|>", | |
| "<|translate|>", | |
| "<|transcribe|>" | |
| ], | |
| "special_tokens": { | |
| "<|startoftranscript|>": 50257, | |
| "<|endoftext|>": 50256, | |
| "<|notimestamps|>": 50362, | |
| "<|translate|>": 50358, | |
| "<|transcribe|>": 50357 | |
| }, | |
| "language_tokens": null | |
| }, | |
| "registered_name": "keras_hub>WhisperTokenizer" | |
| } |