Jeremy Eder, Distinguished Engineer at Red Hat, gives an in-depth demo of InstructLab, a new approach to contributing to and training large language models that combine the power of the open source contributor model with synthetic data generation for creating world-class LLMs. As a core element of the Red Hat Enterprise Linux AI foundation platform, InstructLab lowers the barrier for everyone to contribute skills and knowledge to AI models. RHEL AI brings together IBM's open source Granite language models, the InstructLab community and open source tools, and an AI-optimized, bootable distribution of Red Hat Enterprise Linux that can be deployed across any environment.
Learn where the LLM ecosystem is headed and how InstructLab aims to make model development more accessible to everyone.
00:00 Our need for better open source LLMs
00:26 Titles
00:53 Introducing InstructLab
01:20 The future of open source AI
02:40 InstructLab Demo
04:44 The open source contributor workflow
06:20 Training the model with synthetic data
09:06 Converting the model format for Mac
10:31 Chatting with the revised model
11:02 Teaching models both knowledge and skills
Learn more: www.redhat.com/en/blog/what-r...
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