Deep Dive into Inference Optimization for LLMs with Philip Kiely

05/11/2024 1h 4min
Deep Dive into Inference Optimization for LLMs with Philip Kiely

Listen "Deep Dive into Inference Optimization for LLMs with Philip Kiely"

Episode Synopsis

Today we have Philip Kiely from Baseten on the show. Baseten is a Series B startup focused on providing infrastructure for AI workloads.

We go deep on Inference Optimization. We cover choosing a model, discuss the hype around Compound AI, choosing an Inference Engine, Optimization Techniques like Quantization and Speculative Decoding all the way down to your GPU choice.