Videos

A Whirlwind Tour of ML Model Serving Strategies (Including LLMs)

Democratizing AI Deployment

GPT on a Leash: Evaluating LLM-based Apps & Mitigating Their Risks

How to Instruction Tune a Base Language Model

Leveraging open-source LLMs for production

Machine Learning Techniques in Healthcare Industry

Gen AI data chain at scale

Building Customized CV Applications with FiftyOne Plugins

MLOps for Ads Ranking at Pinteres

This talk will discuss scaling ads ranking at Pinterest through machine learning algorithms and ML ecosystem innovations.

Using memory with LLM applications in production

This talk will review how you can use Metal to give your LLM chatbots both short and long-term memory.

Lessons Learned from Building a Managed RAG Solution

This talk will discuss technical and business lessons learned from building a managed Retrieval Augmented Generation solution into Voiceflow.

Large Language Models for Program Synthesis

This talk will be about large language models for code generation.