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  short_description: 🌳Turning LLM-arch exploration into reusable knowledge🌳
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  ---
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  # ArchSpace
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  ArchSpace is an open experiment for LLM architecture innovation. We place architecture hypotheses proposed by the community into transparent, traceable, and reproducible training and evaluation workflows, then turn successful findings, negative results, and design trade-offs into shared knowledge assets.
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  ## How to Contribute
 
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  <p align="center">
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- <img src="https://cdn-uploads.huggingface.co/production/uploads/6a6760f7422f8e21f41b2463/xHNu0FLt0io4kgqdK4lOm.png" alt="Contribution workflow" width="50%">
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  </p>
 
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  short_description: 🌳Turning LLM-arch exploration into reusable knowledge🌳
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  ---
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  # ArchSpace
 
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  ArchSpace is an open experiment for LLM architecture innovation. We place architecture hypotheses proposed by the community into transparent, traceable, and reproducible training and evaluation workflows, then turn successful findings, negative results, and design trade-offs into shared knowledge assets.
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  ## How to Contribute
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  <p align="center">
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/6a6760f7422f8e21f41b2463/QoEMpmK48eCRE43m2G-2u.png" alt="Contribution workflow" width="90%">
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  </p>