Instructions to use Outlier-Ai/Qwen3-8B-MLX-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Outlier-Ai/Qwen3-8B-MLX-4bit with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("Outlier-Ai/Qwen3-8B-MLX-4bit") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use Outlier-Ai/Qwen3-8B-MLX-4bit with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "Outlier-Ai/Qwen3-8B-MLX-4bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "Outlier-Ai/Qwen3-8B-MLX-4bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Outlier-Ai/Qwen3-8B-MLX-4bit", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
Conversion published by the Outlier team. Not shipped in the Outlier app. Numbers below are from internal experiments, not our release tests. Shipped models: Nano 4B ยท Lite 9B ยท Quick 26B ยท Core 27B.
Run this on your Mac with Outlier โ a free macOS app for local MLX inference. Outlier for Mac: free Nano and Lite; Pro is $49 once, on up to 3 Macs ยท
brew install --cask outlier-host/tap/outlier
Qwen3-8B (MLX 4-bit)
MLX 4-bit conversion of Qwen/Qwen3-8B. License and base-model fields inherit from the original โ see YAML frontmatter above.
Load with mlx-lm
pip install mlx-lm
python -m mlx_lm.generate --model Outlier-Ai/Qwen3-8B-MLX-4bit --prompt "Hello" --max-tokens 256
What is Outlier?
A free macOS app that runs MLX models locally โ no cloud, no API keys, no usage caps.
โก outlier.host
Other Outlier conversions
- Qwen3-Coder-30B-A3B-Instruct (MLX 4-bit) โ MLX 4-bit conversion (1,598 downloads)
- Qwen3-14B (MLX 4-bit) โ MLX 4-bit conversion (466 downloads)
- Qwen3-32B (MLX 4-bit) โ MLX 4-bit conversion (98 downloads)
- Outlier-Core-27B (MLX 4-bit) โ MLX 4-bit conversion (55 downloads)
- Outlier-Nano-4B (MLX 4-bit) โ MLX 4-bit conversion (67 downloads)
License
Inherits from upstream (apache-2.0). See base model card.
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