Automatic Speech Recognition
MLX
Afrikaans
English
whisper
fluister
mlx-whisper
afrikaans
english
south-africa
apple-silicon
quantized
Instructions to use digiphyte/fluister-turbo-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use digiphyte/fluister-turbo-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir fluister-turbo-mlx digiphyte/fluister-turbo-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
| Afrikaans-tuned Whisper model by DigiPhyte (Pty) Ltd | |
| ==================================================== | |
| This model is a fine-tune / derivative work, distributed under the MIT License | |
| (see LICENSE). The upstream works below are gratefully acknowledged and their | |
| licences are preserved as required. | |
| 1. Base model: OpenAI Whisper | |
| ----------------------------- | |
| openai/whisper-large-v3 (and large-v3-turbo / medium / small variants) | |
| Copyright OpenAI. Licensed under the Apache License, Version 2.0. | |
| https://huggingface.co/openai/whisper-large-v3 | |
| A copy of the Apache 2.0 licence is included as LICENSE-whisper-apache-2.0.txt. | |
| Modifications by DigiPhyte: fine-tuned with a LoRA adapter for South African | |
| Afrikaans, then merged into the base weights and converted to the CTranslate2 | |
| format for use with faster-whisper. | |
| 2. Training data: afrikaans-30s | |
| ------------------------------- | |
| andreoosthuizen/afrikaans-30s (approx. 56 hours of Afrikaans speech). | |
| Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0). | |
| https://huggingface.co/datasets/andreoosthuizen/afrikaans-30s | |
| 3. LoRA adapter (large-v3 model only) | |
| ------------------------------------- | |
| andreoosthuizen/whisper-large-v3-afrikaans | |
| Copyright (c) Andre Oosthuizen. Licensed under the MIT License. | |
| https://huggingface.co/andreoosthuizen/whisper-large-v3-afrikaans | |
| This attribution applies to the large-v3 Afrikaans model, which reuses this | |
| adapter. The medium, large-v3-turbo, and small Afrikaans models were fine-tuned | |
| by DigiPhyte directly on the afrikaans-30s dataset (item 2) and do not include | |
| this adapter. | |