All the Distills (Claude, Gemini, OpenAI, Deepseek, Kimi...) in ONE: Savant Commander 48B - 4x12B MOE.

Reddit r/LocalLLaMA / 3/24/2026

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Key Points

  • Savant Commander 48B is a custom Qwen MoE (4×12B) with hand-coded routing that includes 12 “top distills” (e.g., Claude, Gemini, OpenAI, Deepseek, Kimi) running on a Qwen 3 256K context window.
  • The routing logic isolates each distill from the others while still enabling connections between them, letting users choose which distill(s) to activate via prompt control.
  • The project enables side-by-side evaluation of different distill behaviors using the same prompts, highlighting differences across model variants within one MoE system.
  • The release provides “REG/UNCENSORED” GGUF artifacts and separate repository links for gated and “heretic/uncensored” configurations, with notes that uncensoring each distill after gating was preferable to hereticizing the whole MoE.
  • “Command and control” behaviors and usage instructions are documented on the repo card, positioning the model as a controllable multi-distill local inference setup rather than a single fixed model.

A custom QWEN moe with hand coded routing consisting of 12 top distills (Claude, Gemini, OpenAI, Deepseek, etc etc) on Qwen 3 - 256K context.

The custom routing isolates each distill for each other, and also allows connections between them at the same time.

You can select (under prompt control) which one(s) you want to activate/use.

You can test and see the differences between different distills using the same prompt(s).

Command and Control functions listed on the repo card. (detailed instructions)

Heretic (uncensored version) -> each model was HERETIC'ed then added to the MOE structure rather than HERETIC'ing the entire moe (negative outcome).

REG / UNCENSORED - GGUF:

https://huggingface.co/DavidAU/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill-GGUF

https://huggingface.co/DavidAU/Qwen3-48B-A4B-Savant-Commander-Distill-12X-Closed-Open-Heretic-Uncensored-GGUF

SOURCE:

https://huggingface.co/DavidAU/Qwen3-48B-A4B-Savant-Commander-GATED-12x-Closed-Open-Source-Distill

https://huggingface.co/DavidAU/Qwen3-48B-A4B-Savant-Commander-Distill-12X-Closed-Open-Heretic-Uncensored

submitted by /u/Dangerous_Fix_5526
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