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Ray Summit 2023 - Training Day

© 2023, Anyscale Inc. All Rights Reserved

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Learn how to use Hugging Face and LangChain, how to apply transformers and diffusion models, and how to build and deploy AI applications. Level up your skills through hands-on training sessions with the builders, makers, and maintainers of Ray. Exclusive to Ray Summit attendees.

Make sure to visit Self-paced Learning Platform to access more resources, including production-ready implementations of LLMs and Generative AI use cases.

Overview

Morning sessions

Time (PDT) Session
9:00am - 12:00pm Implementing a production MLOps pipeline to deliver end-to-end ML applications at scale
9:00am - 12:00pm Learn How to Build and Productionize LLM-Powered Applications with Ray and Anyscale
9:00am - 12:00pm Introduction to Ray AI Libraries for Deep Learning

Afternoon sessions

Time (PDT) Session
1:00pm - 4:00pm Ray Core Deep Dive: API, Architectures and Best Practices
1:00pm - 4:00pm Practical Data and Evaluation Considerations for Building Production-Ready LLM Applications with LlamaIndex and Ray
1:00pm - 4:00pm Real-time ML - Deploying Online Inference Pipelines
1:00pm - 4:00pm GenAI - Fine-tuning and Deploying Stable Diffusion Models with Ray and Anyscale

Connect with the Ray community

You can learn and get more involved with the Ray community of developers:

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ray server stuck when over-asking for available resources for each replica. The issue case, 1gpu for each node + ask for 2gpu for each replica

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