Runtime-specific artifact: do not load this repository in LM Studio. LM Studio flattens the MTPLX sidecar into its target directory, causing the target loader to reject the 15 mtp.* tensors. For the recommended MTP experience, use the oMLX Native-MTP model; oMLX is the faster, more mature integrated path for this model.

Trunk: MLX affine 4-bit, group size 64.
MTP head: 15-tensor BF16 sidecar at mtp/weights.safetensors.
Runtime: MTPLX 2.1.0, Apple Silicon only.

bash

pip install -U mtplx
mtplx run --model pixelkaiser/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-MLX-4bit-MTP --depth 3 "Hello"

MTPLX Forge classified this artifact as verified-native. A bounded 32-token M4 Max verification measured 24.94 tok/s AR and 46.02 tok/s at MTP depth 3 (1.85x); treat this as a packaging smoke, not a general benchmark.

This is an abliterated model with reduced safety behavior. Review the upstream model card before use.