Virtue-AI-HUB · First MLX build 2 Jan 2026
VulnLLM-R-7B
MLX
Text apache-2.0 Trending
A 7.6B parameter text generation model from Virtue-AI-HUB, with 3 MLX builds, from 4-bit to 8-bit.
- Parameters
- 7.6B From Hugging Face
- Quantisation
- 8-bit VulnLLM-R-7B-8bit
- Memory needed
- 12 GB Estimate, unified memory
- Download
- 8.1 GB Weights, estimated
- Downloads
- 137 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 3 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 12 GB at 8-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/VulnLLM-R-7B-8bit --prompt "Hello"MLX builds
3 on mlx-community| VulnLLM-R-7B-4bit | 4-bit | 4.3 GB | 7 GB | 78 |
|---|---|---|---|---|
| VulnLLM-R-7B-6bit | 6-bit | 6.2 GB | 9 GB | 63 |
| VulnLLM-R-7B-8bit | 8-bit | 8.1 GB | 12 GB | 137 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.