Instructions to use Outlier-Ai/gemma-3-27b-it-MLX-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Outlier-Ai/gemma-3-27b-it-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/gemma-3-27b-it-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/gemma-3-27b-it-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/gemma-3-27b-it-MLX-4bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "Outlier-Ai/gemma-3-27b-it-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/gemma-3-27b-it-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 · Lite 9B · Quick 26B · Core 27B.
Run this on your Mac with Outlier — a free macOS app for local MLX inference. Outlier for Mac: free Nano and Lite; Pro is $49 once, on up to 3 Macs ·
brew install --cask outlier-host/tap/outlier
gemma-3-27b-it (MLX 4-bit)
MLX 4-bit conversion of google/gemma-3-27b-it. License and base-model fields inherit from the original — see YAML frontmatter above.
Load with mlx-lm
pip install mlx-lm
python -m mlx_lm.generate --model Outlier-Ai/gemma-3-27b-it-MLX-4bit --prompt "Hello" --max-tokens 256
What is Outlier?
A free macOS app that runs MLX models locally — no cloud, no API keys, no usage caps.
Other Outlier conversions
- gemma-3-4b-it (MLX 4-bit) — MLX 4-bit conversion (87 downloads)
- DeepSeek-R1-Distill-Qwen-7B (MLX 4-bit) — MLX 4-bit conversion (1,932 downloads)
- Qwen3-Coder-30B-A3B-Instruct (MLX 4-bit) — MLX 4-bit conversion (1,598 downloads)
- Outlier-Core-27B (MLX 4-bit) — MLX 4-bit conversion (55 downloads)
- Outlier-Nano-4B (MLX 4-bit) — MLX 4-bit conversion (67 downloads)
License
Inherits from upstream (gemma). See base model card.
- Downloads last month
- 1,085
4-bit