POLARIS-Project · First MLX build 3 Jul 2025
Polaris-4B-Preview
MLX
Text apache-2.0
A 4B parameter text generation model from POLARIS-Project, with 5 MLX builds, from 4-bit to bf16.
- Parameters
- 4B From Hugging Face
- Quantisation
- 4-bit Polaris-4B-Preview-4bit
- Memory needed
- 5 GB Estimate, unified memory
- Download
- 2.3 GB Weights, estimated
- Downloads
- 32 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 5 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 5 GB at 4-bit
8 GB
16 GB
24 GB
32 GB
64 GB
128 GB
Fits with headroomTight, close other appsWon’t fit
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 · mlx-lm$ pip install -U mlx-lm
$ mlx_lm.generate --model mlx-community/Polaris-4B-Preview-4bit --prompt "Hello"MLX builds
5 on mlx-community| Polaris-4B-Preview-4bit | 4-bit | 2.3 GB | 5 GB | 32 |
|---|---|---|---|---|
| Polaris-4B-Preview-5bit | 5-bit | 2.8 GB | 6 GB | 27 |
| Polaris-4B-Preview-6bit | 6-bit | 3.3 GB | 6 GB | 26 |
| Polaris-4B-Preview-8bit | 8-bit | 4.3 GB | 7 GB | 25 |
| Polaris-4B-Preview-bf16 | bf16 | 8.0 GB | 11 GB | 20 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.