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Discover how to make large language model fine-tuning accessible to developers and data scientists of all skill levels using consumer-grade hardware through this 30-minute conference talk. Explore InstructLab, an open-source project that simplifies the traditionally complex process of adapting LLMs to specific use cases without requiring deep expertise or substantial resources. Learn about InstructLab's innovative approach that combines collaborative knowledge curation, efficient data generation, and instruction training to enable developers to refine foundation models for targeted applications. Watch a live demonstration showcasing how IBM Research has partnered with Red Hat to streamline the process of enhancing LLMs with new knowledge and skills. Understand how this groundbreaking tool is democratizing LLM tuning and empowering developers to harness the power of AI in their projects, making advanced model customization achievable for practitioners across different skill levels.
