MLX
Safetensors
qwen3_5_moe
apple-silicon
mac
macos
outlier
redirect
archival
duplicate
4-bit precision
Instructions to use Outlier-Ai/Outlier-Vision with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Outlier-Ai/Outlier-Vision with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Outlier-Vision Outlier-Ai/Outlier-Vision
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- LM Studio
| license: apache-2.0 | |
| library_name: mlx | |
| tags: | |
| - mlx | |
| - safetensors | |
| - apple-silicon | |
| - mac | |
| - macos | |
| - outlier | |
| - redirect | |
| - archival | |
| - duplicate | |
| > **Superseded.** This repo is a research artifact from an earlier Outlier lineage and is no longer the recommended download. The current shipping tier is at **[outlier.host](https://outlier.host/?utm_source=hf&utm_medium=modelcard&utm_campaign=outlier_vision)**. | |
| # Outlier-Vision | |
| This repo predates the v1.8 Outlier lineup. It is preserved here for reproducibility and historical reference, not as a production recommendation. | |
| ## What replaced it | |
| Current shipping tiers (see Outlier app v1.8+): | |
| - [Outlier Nano 4B β current entry tier](https://huggingface.co/Outlier-Ai/Outlier-Nano-4B-MLX-4bit) | |
| - [Outlier Core 27B β current default tier](https://huggingface.co/Outlier-Ai/Outlier-Core-27B-MLX-4bit) | |
| - [Outlier Vision 35B-A3B β current multimodal tier](https://huggingface.co/Outlier-Ai/Outlier-Vision-35B-A3B-MLX-4bit) | |
| - [DeepSeek-R1-Distill-Qwen-7B β popular reasoning model](https://huggingface.co/Outlier-Ai/DeepSeek-R1-Distill-Qwen-7B-MLX-4bit) | |
| - [Qwen3-Coder-30B-A3B β popular coding model](https://huggingface.co/Outlier-Ai/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit) | |
| For the latest verified benchmarks and downloads, visit **[outlier.host](https://outlier.host/?utm_source=hf&utm_medium=modelcard&utm_campaign=outlier_vision)**. | |
| ## Original notes | |
| This was a research / preview artifact. It may contain experimental adapters, overlays, or quantization variants that did not graduate into the shipping product. Treat any technical claims in earlier revisions of this card as provisional. | |
| ## License | |
| See YAML frontmatter above. Original license terms preserved. | |