Unleashing Llama's Potential: CPU-Based Fine-Tuning

From the same track

Session

Evaluating and Deploying State-of-the-Art Hardware to Meet the Challenges of Modern Workloads

Wednesday Nov 20 / 01:35PM PST

At GEICO we are on a journey to entirely modernize our Infrastructure. We are building an open-source, cloud-agnostic hybrid stack to run across public and on prem private cloud infrastructure without having to expose vendor specific stacks to our application developers.

Speaker image - Rebecca Weekly

Rebecca Weekly

VP of Infrastructure @GEICO

Session

Maximizing Deep Learning Performance: Hardware and Software Innovations for Optimizing AI Workloads

Wednesday Nov 20 / 10:35AM PST

As deep learning continues to drive advancements across various industries, efficiently navigating the landscape of specialized AI hardware has huge impact in cost and speed of operation.

Speaker image - Bibek Bhattarai

Bibek Bhattarai

AI Technical Lead @Intel, Computer Scientist Invested in Hardware-Software Optimization, Building Scalable Data Analytics, Mining, and Learning Systems

Session

High-Resolution Platform Observability

Wednesday Nov 20 / 02:45PM PST

Many observability tools fail to provide us with the relevant insights for understanding hardware health and utilization.

Speaker image - Brian Martin

Brian Martin

Co-founder and Software Engineer @IOP Systems, Focused on High-Performance Software and Systems, Previously @Twitter

Session

Optimizing Custom Workloads with RISC-V

Wednesday Nov 20 / 11:45AM PST

This talk will explore how RISC-V architecture can accelerate custom workloads, focusing on AI/ML applications. We’ll start by examining the RISC-V ecosystem and its increasing relevance in the software development landscape.

Speaker image - Ludovic Henry

Ludovic Henry

Member of Technical Staff @Rivos, Performance-Minded Engineer, Hardware & Software, Previously @Xamarin, @Microsoft, @Datadog