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Cataloged from empero-ai/Qwen3.5-9B-Claude-Opus-4.6-Distill-GGUF
All models by empero-ai βGGUF quantizations of empero-ai/Qwen3.5-9B-Claude-Opus-4.6-Distill, a reasoning-focused fine-tune of Qwen/Qwen3.5-9B.
This model was trained to produce detailed chain-of-thought reasoning inside <think> tags before giving its final answer, distilled from Claude Opus 4.6 and Qwen3.5 reasoning traces.
For most users, Q4_K_M or Q5_K_M is the sweet spot.
Download the GGUF file of your choice and load it directly in the application.
<think> reasoning format using QLoRA (4-bit, rank 64, alpha 128)Best checkpoint (epoch 2) was selected via load_best_model_at_end.
The model outputs reasoning in <think> tags followed by its final answer:
This model was developed by Empero AI. We build open-source AI tools and models focused on advancing reasoning capabilities in smaller, efficient language models.
This model inherits the Apache 2.0 license from Qwen3.5-9B.
llama-cli -m qwen3.5-9b-opus4.6-distill-Q5_K_M.gguf -p "<|im_start|>system\nYou are a deep reasoning AI. Think carefully inside <think> tags before answering.<|im_end|>\n<|im_start|>user\nExplain why the sky is blue.<|im_end|>\n<|im_start|>assistant\n" -n 2048ollama run empero-ai/qwen3.5-9b-opus4.6-distill<think>The user is asking about why the sky appears blue. This involves Rayleigh scattering... Sunlight contains all wavelengths of visible light. When it enters Earth's atmosphere,shorter wavelengths (blue/violet) scatter more than longer wavelengths (red/orange)... While violet actually scatters more than blue, our eyes are more sensitive to blue light,and some violet is absorbed by the upper atmosphere...</think> The sky appears blue due to Rayleigh scattering. When sunlight passes through Earth'satmosphere, the shorter blue wavelengths scatter in all directions more than the longerred wavelengths. Although violet light scatters even more, our eyes are more sensitiveto blue, and some violet is absorbed higher in the atmosphere β so we perceive the skyas blue.