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  This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats.
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  The source code can also be used directly.
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- This model contains Brainstorm 20x, combined with Microsoft's 7B Coder:
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  https://huggingface.co/microsoft/NextCoder-7B
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  - Jinja (embedded) or CHATML template
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  - Max context of 32k as per Microsoft specs.
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  ---
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  # NextCoder-7B
 
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  This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats.
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  The source code can also be used directly.
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+ This model contains Brainstorm 20x, combined with Microsoft's 7B Coder (instruct model):
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  https://huggingface.co/microsoft/NextCoder-7B
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  - Jinja (embedded) or CHATML template
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  - Max context of 32k as per Microsoft specs.
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+ Settings used for testing (suggested):
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+ - Temp .3 to .7
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+ - Rep pen 1.05 to 1.1
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+ - Topp .8 , minp .05
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+ - Topk 20
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+ - No system prompt.
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+ This model will respond well to both detailed instructions and step by step refinement and additions to code.
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+ As this is an instruct model, it will also benefit from a detailed system prompt too.
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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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  # NextCoder-7B