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kotoba-whisper-v1.1-mlx
kaiinui/kotoba-whisper-v1.1-mlx
kotoba-whisper-v1.1-mlx is a machine learning model from kaiinui. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx. The card lists the license as apache-2.0.
This repository contains a converted mlx-whisper model of kotoba-whisper-v1.1 which is suitable for running with Apple Silicon. As kotoba-whisper-v1.1 is derived from distil-large-v3, this model is significantly faste…
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At a glance
- Library
- mlx
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 14, 2024
- Updated
- Aug 14, 2024
- SHA
- a1736a6d
Model card
From the Hugging Face model README
kotoba-whisper-v1.1-mlx
This repository contains a converted mlx-whisper model of kotoba-whisper-v1.1 which is suitable for running with Apple Silicon.
As kotoba-whisper-v1.1 is derived from distil-large-v3, this model is significantly faster than mlx-community/whisper-large-v3-mlx without losing much accuracy for Japanese transcription.
CAUTION: While the original model contains a custom pipeline implementation, this repository does NOT include them. Some functionalities such as stable_ts and punctuator may NOT work.
Usage
pip install mlx-whisper
import mlx_whisper
mlx_whisper.transcribe(speech_file, path_or_hf_repo="kaiinui/kotoba-whisper-v1.1-mlx")
Related Links
- kotoba-whisper-v1.1 (The original model)
- mlx-whisper
- Library
- mlx
- Type
- whisper
- License
- apache-2.0
- Languages
- ja
- Created
- Aug 14, 2024
- Updated
- Aug 14, 2024