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title: README
emoji: πŸ“š
colorFrom: purple
colorTo: blue
sdk: static
pinned: false

Welcome to the llmware HuggingFace page. We believe that the ascendence of LLMs creates a major new application pattern and data pipelines that will be transformative in the enterprise, especially in knowledge-intensive industries. Our open source research efforts are focused both on the new "ware" ("middleware" and "software" that will wrap and integrate LLMs), as well as designing automation-focused enterprise RAG models, including both industry-specific embedding models and instruction-focused generation models.

Please check out a few of our blog postings related to these initiatives:
BLING | RAG-INSTRUCT-TEST-DATASET | LLMWARE EMERGING STACK | MODEL SIZE TRENDS | OPEN SOURCE RAG | 1B-3B-7B LLM CAPABILITIES