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@@ -7,12 +7,36 @@ license: other
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  license_name: modified-mit
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  library_name: transformers
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  ---
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- <div align="center">
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- <picture>
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- <img src="figures/kimi-logo.png" width="30%" alt="Kimi K2: Open Agentic Intellignece">
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- </picture>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </div>
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- <hr>
 
 
 
 
 
 
 
 
 
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  <div align="center" style="line-height:1">
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  <a href="https://www.kimi.com" target="_blank"><img alt="Chat" src="https://img.shields.io/badge/🤖%20Chat-Kimi%20K2-ff6b6b?color=1783ff&logoColor=white"/></a>
 
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  license_name: modified-mit
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  library_name: transformers
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  ---
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+ <div>
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+ <p style="margin-bottom: 0; margin-top: 0;">
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+ <strong>Learn how to run Kimi-K2 Dynamic GGUFs - <a href="https://docs.unsloth.ai/basics/kimi-k2">Read our Guide!</a></strong>
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+ </p>
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+ <p style="margin-top: 0;margin-bottom: 0;">
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+ <em><a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0</a> achieves superior accuracy & outperforms other leading quants.</em>
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+ </p>
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+ <div style="margin-top: 0;display: flex; gap: 5px; align-items: center; ">
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+ <a href="https://github.com/unslothai/unsloth/">
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+ <img src="https://github.com/unslothai/unsloth/raw/main/images/unsloth%20new%20logo.png" width="133">
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+ </a>
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+ <a href="https://discord.gg/unsloth">
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+ <img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173">
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+ </a>
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+ <a href="https://docs.unsloth.ai/basics/deepseek-r1-0528-how-to-run-locally">
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+ <img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143">
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+ </a>
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+ </div>
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+ <h1 style="margin-top: 0rem;">🌙 Kimi K2 Usage Guidelines</h1>
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  </div>
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+
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+ - You can now use the latest update of [llama.cpp](https://github.com/ggml-org/llama.cpp) to run the model.
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+ - For complete detailed instructions, see our guide: [docs.unsloth.ai/basics/kimi-k2](https://docs.unsloth.ai/basics/kimi-k2)
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+
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+ It is recommended to have at least 128GB unified RAM memory to run the small quants. With 16GB VRAM and 256 RAM, expect 5+ tokens/sec.
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+ For best results, use any 2-bit XL quant or above.
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+
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+ Set the temperature to 0.6 recommended) to reduce repetition and incoherence.
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+
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+ ---
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  <div align="center" style="line-height:1">
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  <a href="https://www.kimi.com" target="_blank"><img alt="Chat" src="https://img.shields.io/badge/🤖%20Chat-Kimi%20K2-ff6b6b?color=1783ff&logoColor=white"/></a>