This model has been tested by myself in Hermes Agent, it does everything it is supposed to, text, coding, vision, thinking, tools usage, everything works perfectly well so far there. I have also found that this very specific Opus 4.6 Distillation does not use as many emojis as the non-Opus one, which is wave:great.

This is a Q4_K_M GGUF quantization of huihui-ai/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated.

Refer to the original model card for full details, usage warnings, and licensing information.

This is a Qwen3.5-35B-A3B MoE model that has been:

Fine-tuned in Claude 4.6 Opus style — targets Claude Opus-level instruction following, reasoning depth, and structured output quality
Abliterated — refusal mechanisms removed; no alignment restrictions
Vision-capable — the original weights include a full vision encoder (preprocessor_config.json, video_preprocessor_config.json); an mmproj file can be generated from the source safetensors for multimodal use

Files

File	Size	Description
`Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf`	~20 GB	Main text model (Q4_K_M)
`Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-mmproj-F16.gguf`	~858 MB	Vision projector for image input

Details


Source model	huihui-ai/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated
Architecture	qwen35moe (35B total params, ~3B active; 256 experts, 8 active per token)
Quantization	Q4_K_M (~4.88 BPW)
File size	~20 GB + 858 MB mmproj
Quantized with	llama.cpp b8352
Context length	262,144 tokens (trained)

Usage with llama.cpp

bash

llama-cli \
  --hf-repo cesarsal1nas/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M-GGUF \
  --hf-file Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf \
  -p "Tell me about the universe"

bash

llama-server \
  --hf-repo cesarsal1nas/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M-GGUF \
  --hf-file Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf \
  -c 131072

With vision (image input)

bash

llama-server \
  --hf-repo cesarsal1nas/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M-GGUF \
  --hf-file Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf \
  --mmproj Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-mmproj-F16.gguf \
  -c 131072

Usage with Ollama

ollama run hf.co/cesarsal1nas/Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M-GGUF

Credits

Fine-tune + abliteration by huihui-ai — Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated
Base model by Qwen — Qwen3.5-35B-A3B
Hermes Agent (as mentioned in the model card) by NousResearch