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The Data Exchange with Ben Lorica
DBRX and the Future of Open LLMs
Apr 25, 2024
Hagay Lupesko, Senior Director of Engineering at Databricks MosaicAI, discusses the innovative open LLM DBRX, bridging quality and cost efficiency. Topics include data control, collaboration in the AI community, model training, serving and optimizing, sustaining open source models, future plans for DBRX, hybrid RAG, tool utilization, knowledge graphs, and engagement opportunities with the open-source project.
45:45
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Quick takeaways
- DBRX aims to balance quality and cost for AI applications like rag-type applications.
- DBRX offers open LLM models for fine-tuning and ownership, contributing to the AI community.
Deep dives
Development of DBRX and Its Aim to Fill Gaps in LLMs Landscape
DBRX was created to empower enterprises and the ML community to build applications and advance the field. It aims to find a balance between quality and cost, catering to key applications like rag-type applications.
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