Rubra

Rubra is a suite of advanced large language models designed to leverage the power of open-weight technology alongside robust tool-calling functions. By permitting interaction with user-defined external tools, Rubra models facilitate complex reasoning and conversational tasks, adding functional layers to traditional LLMs. Enhanced from leading open-source models, Rubra minimizes the risk of catastrophic forgetting, promoting efficiency in learning new instructions and skills.

Users encounter an enriched experience with the extended inferencing projects, as Rubra seamlessly integrates with popular platforms for easy deployment. Notably, it extends OpenAI-compatible capabilities for local environment use, pushing the boundaries of predictive functionality and interaction in research contexts.

The tool's architecture also supports significant flexibility by mitigating performance drags due to quantization, making it an asset for advanced AI applications. Free access and broad compatibility position Rubra as a tool of choice for developing agentic use-case scenarios, backed by contributions and enhancements from its user community.