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  Made using [mergekit-gui](https://huggingface.co/spaces/Steelskull/mergekit-gui).
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- Unapologetically ~ripping off~ taking inspiration from [ZeroXClem/Qwen3-4B-ChromaticCoder](https://huggingface.co/ZeroXClem/Qwen3-4B-ChromaticCoder).
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  - `prithivMLmods/Blitzar-Coder-4B-F.1` is a strong coder with extra tuning for `rust` (and 10+ others).
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  - `prithivMLmods/Bootes-Qwen3_Coder-Reasoning` is a strong coder that works well on `rust` and has a tarser "personality" that I found got to the solution quickly.
 
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  Made using [mergekit-gui](https://huggingface.co/spaces/Steelskull/mergekit-gui).
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+ Unapologetically ~ripping off~ taking inspiration from [ZeroXClem/Qwen3-4B-ChromaticCoder](https://huggingface.co/ZeroXClem/Qwen3-4B-ChromaticCoder) and [`prithivMLmods` excellent Qwen3 code tunes](https://huggingface.co/models?other=base_model:finetune:prithivMLmods/Qwen3-4B-ft-bf16).
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  - `prithivMLmods/Blitzar-Coder-4B-F.1` is a strong coder with extra tuning for `rust` (and 10+ others).
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  - `prithivMLmods/Bootes-Qwen3_Coder-Reasoning` is a strong coder that works well on `rust` and has a tarser "personality" that I found got to the solution quickly.