Presentation
ChatHPC: Building the Foundations for a Productive and Trustworthy AI-Assisted HPC Ecosystem
DescriptionChatHPC democratizes large language models for the high performance computing (HPC) community by providing the infrastructure, ecosystem, and knowledge needed to apply modern generative AI technologies to rapidly create specific capabilities for critical HPC components while using relatively modest computational resources. We target major components of the HPC software stack, including programming models, runtimes, I/O, tooling, and math libraries. Thanks to AI, ChatHPC provides a more productive HPC ecosystem by boosting important tasks related to portability, parallelization, optimization, scalability, and instrumentation, among others. With relatively small datasets (on the order of KB), the AI assistants, which are created in a few minutes by using one node with two NVIDIA H100 GPUs and the ChatHPC library, can create new capabilities with Meta Code Llama base model to produce high-quality software with a level of trustworthiness up to 90% higher than the OpenAI ChatGPT-4o model for critical programming tasks in HPC.
Authors
Event Type
Research and ACM SRC Posters
TimeThursday, 20 November 20258:00am - 5:00pm CST
LocationSecond Floor Atrium
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