> Markdown version of [/events/world-congress-2024/sessions/106-unlocking-the-power](https://www.wearedevelopers.com/events/world-congress-2024/sessions/106-unlocking-the-power). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Unlocking the Power of AI: Accessible Language Model Tuning for All - **Date:** Thursday, Jul 18, 2024 - **Time:** 12:50–13:20 (30 min) - **Room:** STAGE 9 (600) - **Event:** World Congress 2024 ## Recording [Watch recording](https://www.wearedevelopers.com/videos/951-unlocking-the-power-of-ai-accessible-language-model-tuning-for-all) ## Description The rise of large language models (LLMs) has opened up exciting possibilities for developers looking to build intelligent applications. However, the process of adapting these models to specific use cases can be difficult, requiring deep expertise and substantial resources. In this talk, we'll introduce you to InstructLab, an open-source project that aims to make LLM tuning accessible to developers and data scientists of all skill levels, on consumer-grade hardware. We'll explore how InstructLab's innovative approach combines collaborative knowledge curation, efficient data generation, and instruction training to enable developers to refine foundation models for specific use cases. Through a live demonstration, you’ll learn how IBM Research has partnered with Red Hat to simplify the process of enhancing LLMs with new knowledge and skills for targeted applications. Join us to explore how InstructLab is empowering developers to harness the power of AI in their projects. ## Speakers ### [Cedric Clyburn](https://www.wearedevelopers.com/@cedric-clyburn) Cedric Clyburn is Developer Advocate at Red Hat ### [@technicallylegare](https://www.wearedevelopers.com/@technicallylegare) Technical Product Marketing Intern, Red Hat ## Related talks at this congress - [Bringing the power of AI to your application.](https://www.wearedevelopers.com/events/world-congress-2024/sessions/234-bringing-the-power) — Krzysztof Cieślak - [Efficient Large Language Model Customization with NVIDIA NeMo Framework.](https://www.wearedevelopers.com/events/world-congress-2024/sessions/170-efficient-large) — Miguel Martínez - [Leveraging Large Language Models for Legacy Code Translation: Challenges and Solutions](https://www.wearedevelopers.com/events/world-congress-2024/sessions/178-leveraging-large) — Michael Niebisch - [Supersonic, Subatomic AI with Java](https://www.wearedevelopers.com/events/world-congress-2024/sessions/358-supersonic-subatomic) — Alex Soto