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@@ -100,6 +100,32 @@ As this is an instruct model, it will also benefit from a detailed system prompt
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  For simpler coding problems, lower quants will work well; but for complex/multi-step problem solving suggest Q6 or Q8.
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  ---
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  **[Support our open-source dataset and model releases!](https://huggingface.co/spaces/sequelbox/SupportOpenSource)**
 
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  For simpler coding problems, lower quants will work well; but for complex/multi-step problem solving suggest Q6 or Q8.
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+ ---
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+ <B>QUANTS:</b>
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+ ---
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+ Special Thanks to Team Mradermacher and Team Nightmedia for the quants:
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+ GGUF:
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+ https://huggingface.co/mradermacher/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-GGUF
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+ GGUF-IMATRIX:
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+ https://huggingface.co/mradermacher/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-i1-GGUF
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+ MLX:
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+ https://huggingface.co/nightmedia/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-q6-mlx
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+ https://huggingface.co/nightmedia/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-q4-mlx
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+ https://huggingface.co/nightmedia/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-q8-mlx
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  ---
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  **[Support our open-source dataset and model releases!](https://huggingface.co/spaces/sequelbox/SupportOpenSource)**