MLX Community · First MLX build 5 Jan 2024
whisper-tiny
MLX
Audio
A 23M parameter speech recognition model, with 6 MLX builds, from 4-bit to fp32.
- Parameters
- 23M From Hugging Face
- Quantisation
- Unstated whisper-tiny
- Memory needed
- — GB Estimate, unified memory
- Download
- — Weights, estimated
- Downloads
- 24K This build, last 30 days
- Task
- Speech recognition Audio
- MLX builds
- 6 On mlx-community
- Devices
- Mac Apple silicon
Memory
Hugging Face does not list a weights size for this build, so there is no memory estimate.
Estimated from the size of the weights, plus a fifth for context and working memory and 2 GB for macOS and your apps. Long contexts need more.
Run it
Terminal · Hugging Face CLI$ pip install -U huggingface_hub
$ hf download mlx-community/whisper-tinyMLX builds
6 on mlx-community| whisper-tiny-mlx-4bit | 4-bit | 44 MB | 3 GB | 153 |
|---|---|---|---|---|
| whisper-tiny | Unstated | — | — | 24K |
| whisper-tiny-mlx | Unstated | — | — | 8.4K |
| whisper-tiny-mlx-q4 | 4-bit | — | — | 163 |
| whisper-tiny-mlx-8bit | 8-bit | — | — | 39 |
| whisper-tiny-mlx-fp32 | fp32 | — | — | 37 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.