Text Generation
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Safetensors
English
qwen3
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programming
code generation
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coding
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brainstorm
qwen
qwencoder
brainstorm20x
esper
esper-3
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qwen-3
qwen-3-14b
14b
reasoning
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python
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float32
text-generation-inference
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README.md
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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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<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)**
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