Qwen3.6 35B A3B Claude 4.7 Opus DWQ4 MTP Vision MLX

--- license: apache-2.0 language: - en library_name: mlx pipeline_tag: image-text-to-text base_model: - lordx64/Qwen3.6-35B-A3B-Claude-4.7-Opus-Reasoning-Distilled base_model_relation: quantized datasets: - lordx64/reasoning-distill-opus-4-7-max-sft tags: - mlx - dwq - quantization - 4-bit - mtp - speculative-decoding - reasoning - chain-of-thought - qwen3.6 - mixture-of-experts - moe - image-text-to-text - vision --- <!-- V2_BANNER --> [](https://huggingface.co/Litwein/Qwen3.6-35B-A3B-Claude-4.7-Opus-oQ4e-DWQ-MC-MTP-Vision-MLX) > # ⚠️ Superseded — use **v2** instead > > ### 👉 [`Qwen3.6-35B-A3B-Claude-4.7-Opus-oQ4e-DWQ-MC-MTP-Vision-MLX`](https://huggingface.co/Litwein/Qwen3.6-35B-A3B-Claude-4.7-Opus-oQ4e-DWQ-MC-MTP-Vision-MLX) > > v2 is a **two-stage imatrix → DWQ** build (reasoning, then math/code) of the same base. > It is materially better on code — **HumanEval 90.2 %** (this v1 line: 84.8 %) · > **LiveCodeBench 39.9 %** (v1: 32 %) · **MBPP 75.4 %** — at the same size class, same > MTP + vision packaging. > > **This v1 repo is kept for reproducibility only. New users should download v2.** --- # Qwen3.6-35B-A3B-Claude-4.7-Opus-DWQ4-MTP-Vision-MLX A **4-bit MLX quantization** (DWQ) of [`lordx64/Qwen3.6-35B-A3B-Claude-4.7-Opus-Reasoning-Distilled`](https://huggingface.co/lordx64/Qwen3.6-35B-A3B-Claude-4.7-Opus-Reasoning-Distilled) — **vision + text**, with **MTP** speculative decoding. This is **a vision-language build** of the reasoning-distilled Qwen3.6-35B-A3B, packaged for fast local inference on Apple Silicon with an embedded **Multi-Token-Prediction (MTP)** head for speculative decoding. > ⚠️ These are quantized weights. **All capability comes from the base model** > [`lordx64/Qwen3.6-35B-A3B-Claude-4.7-Opus-Reasoning-Distilled`](https://huggingface.co/lordx64/Qwen3.6-35B-A3B-Claude-4.7-Opus-Reasoning-Distilled) — please star/cite it first. This repo's > contribution is the quantization + MTP/vision packaging and its fidelity/speed validation. ## Model lineage ``` Qwen/Qwen3.6-35B-A3B (Apache-2.0 base, 35B MoE · 256 experts · ~3B active · 262k ctx) └─ lordx64/…-Claude-4.7-Opus-Reasoning-Distilled (SFT distillation of Claude Opus 4.7 reasoning) └─ THIS REPO: DWQ 4-bit MLX + MTP + vision ``` - **Architecture:** Qwen3.6-35...