Uncensored Qwen3.6 27B on Apple Silicon. huihui-ai's abliterated Qwen3.6, converted to 4-bit MLX — 15.2 GB, the sweet spot for a 32 GB Mac. No cloud, no API key, no refusals.

A 4-bit MLX build of huihui-ai's abliterated Qwen3.6 27B, packaged for Apple Silicon. At ~15 GB it runs comfortably on a 32 GB Mac — the new sweet spot in the divinetribe roster.

Credit where it's due

The hard part — the abliteration (removing the refusal direction) — was done by huihui-ai. This repo is only the MLX 4-bit conversion of their work, so Apple Silicon users get a one-command local pull. All the uncensoring credit goes to huihui-ai; please go like and follow their work:

Base model: huihui-ai/Huihui-Qwen3.6-27B-abliterated

This build

Quantization: 4-bit, group size 64 (MLX)
Architecture: Qwen3.6 (qwen3_5) — converted with mlx-lm
Footprint: ~15 GB — fits a 32 GB Mac with room to work

Use with MLX

bash

pip install mlx-lm
python -m mlx_lm.generate --model divinetribe/Qwen3.6-27B-abliterated-4bit-mlx --prompt "Hello" --max-tokens 256

Drop-in for the claude-code-local stack — point MLX_MODEL at this repo.

Note

"Abliterated" suppresses the model's built-in refusal direction so it won't refuse benign-but-edgy requests. It is not a capability upgrade, and you remain bound by the upstream Qwen license. Use it responsibly.

Abliteration by huihui-ai. MLX conversion + quantization by divinetribe. Part of the Abliterated MLX for Apple Silicon collection.

Part of Claude Code Local

This model is one of the fighters in Claude Code Local (3.2k★), which runs Claude Code 100% on-device on Apple Silicon through an MLX-native Anthropic-API server. Not sure which local model to run as an agent? Check the Agent-12 local agent leaderboard: real agent tasks, judged by the filesystem, same hardware for every row.

Built by Matt Macosko in Arcata, CA. Open to work on local-AI and Apple Silicon inference: matt@ineedhemp.com.