title: README
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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 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 building high-quality automation-focused enterprise RAG models.
Our latest initiative is the SLIM model portfolio (Structured Language Instruction Models) - check out how to use in multi-model, Agent-based workflows - SLIM-Video | SLIM-Examples-Code
Please check out a few of our recent 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
Interested? Join us on Discord