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  </div>
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  <h1 style="margin-top: 0rem;">🐋 DeepSeek-V3.1 Usage Guidelines</h1>
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  </div>
 
 
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  - Currently, these are our preliminary dynamic quants. iMatrix quants to come soon.
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  - Set the temperature **~0.6** (recommended) and Top_P value of **0.95** (recommended)
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  - UD-Q2_K_XL (247GB) is recommended
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  - For complete detailed instructions, see our guide: [unsloth.ai/blog/deepseek-v3.1](https://docs.unsloth.ai/basics/deepseek-v3.1)
 
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  <br>
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  # DeepSeek-V3.1
 
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  </div>
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  <h1 style="margin-top: 0rem;">🐋 DeepSeek-V3.1 Usage Guidelines</h1>
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  </div>
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+ These quants include our Unsloth chat template fixes, specifically for llama.cpp supported backends.
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  - Currently, these are our preliminary dynamic quants. iMatrix quants to come soon.
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  - Set the temperature **~0.6** (recommended) and Top_P value of **0.95** (recommended)
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  - UD-Q2_K_XL (247GB) is recommended
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  - For complete detailed instructions, see our guide: [unsloth.ai/blog/deepseek-v3.1](https://docs.unsloth.ai/basics/deepseek-v3.1)
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  <br>
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  # DeepSeek-V3.1