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  Welcome to the llmware HuggingFace page. We believe that the ascendence of LLMs creates a major new application pattern and data
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  pipelines that will be transformative in the enterprise, especially in knowledge-intensive industries. Our open source research efforts
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  are focused both on the new "ware" ("middleware" and "software" that will wrap and integrate LLMs), as well as building high-quality
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- automation-focused enterprise RAG models.
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  Please check out a few of our blog postings related to these initiatives:
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  [BLING](https://medium.com/@darrenoberst/small-instruct-following-llms-for-rag-use-case-54c55e4b41a8) |
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  [LLMWARE EMERGING STACK](https://medium.com/@darrenoberst/the-emerging-llm-stack-for-rag-deee093af5fa) |
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  [MODEL SIZE TRENDS](https://medium.com/@darrenoberst/are-the-mega-llms-driving-the-future-or-they-already-in-the-past-c3b949f9f5a5) |
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  [OPEN SOURCE RAG](https://medium.com/@darrenoberst/open-source-llms-in-rag-89d397b39511)
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- [1B-3B-7B LLM CAPABILITIES](https://medium.com/@darrenoberst/rag-instruct-capabilities-they-grow-up-so-fast-2647550cdc0a)
 
 
 
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  Welcome to the llmware HuggingFace page. We believe that the ascendence of LLMs creates a major new application pattern and data
11
  pipelines that will be transformative in the enterprise, especially in knowledge-intensive industries. Our open source research efforts
12
  are focused both on the new "ware" ("middleware" and "software" that will wrap and integrate LLMs), as well as building high-quality
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+ automation-focused enterprise RAG models.
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  Please check out a few of our blog postings related to these initiatives:
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  [BLING](https://medium.com/@darrenoberst/small-instruct-following-llms-for-rag-use-case-54c55e4b41a8) |
 
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  [LLMWARE EMERGING STACK](https://medium.com/@darrenoberst/the-emerging-llm-stack-for-rag-deee093af5fa) |
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  [MODEL SIZE TRENDS](https://medium.com/@darrenoberst/are-the-mega-llms-driving-the-future-or-they-already-in-the-past-c3b949f9f5a5) |
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  [OPEN SOURCE RAG](https://medium.com/@darrenoberst/open-source-llms-in-rag-89d397b39511)
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+ [1B-3B-7B LLM CAPABILITIES](https://medium.com/@darrenoberst/rag-instruct-capabilities-they-grow-up-so-fast-2647550cdc0a)
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+
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+ Interested? [Join us on Discord](https://discord.gg/MhZn5Nc39h)