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  <img src="https://i.imgur.com/oxvhvQu.png"/>
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- We're ZeroEntropy, a team of mathematicians, physicists, and competitive programmers, backed by Initialized Capital, Y Combinator, and angel investors from Airbyte, Huggingface, OpenAI, and more.
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- We are building the highest accuracy search models for AI Agents.
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  Embeddings:
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  - [zembed-1](https://huggingface.co/zeroentropy/zembed-1)
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  Rerankers:
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  - [zerank-2](https://huggingface.co/zeroentropy/zerank-2)
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  - [zerank-1](https://huggingface.co/zeroentropy/zerank-1)
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- - [zerank-1-small](https://huggingface.co/zeroentropy/zerank-1-small)
 
 
 
 
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  <img src="https://i.imgur.com/oxvhvQu.png"/>
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+ We're ZeroEntropy, a team of mathematicians, physicists, and competitive programmers, backed by Initialized Capital, and Y Combinator.
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+ We are building Artificial Specialized Intelligence: better, faster, cheaper task-specific models to replace general frontier LLMs on reptitive workflows.
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  Embeddings:
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  - [zembed-1](https://huggingface.co/zeroentropy/zembed-1)
 
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  Rerankers:
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  - [zerank-2](https://huggingface.co/zeroentropy/zerank-2)
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  - [zerank-1](https://huggingface.co/zeroentropy/zerank-1)
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+ - [zerank-1-small](https://huggingface.co/zeroentropy/zerank-1-small)
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+
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+ Query Gen:
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+ - [zegen-1](https://huggingface.co/zeroentropy/zegen-1)