Ray Summit 2024

LLM development demands sophisticated tooling to navigate the complex trade-offs between quality, cost, and latency. At Anyscale, we've developed and refined foundational, production-grade primitives for serving, tuning, and evaluating LLMs. We'll showcase our unified platform for iterative fine-tuning, serving, and evaluation. We'll also discuss how our high-level abstractions maintain flexibility while simplifying the development process, allowing enterprises and engineers to focus on solving business problems and integrate it with their existing workflows. Whether you're managing multiple LLM use cases or looking to leverage open-weight models at scale, this talk will demonstrate how Anyscale's toolkit can streamline your LLM development workflow.