ray-summit-2023-training
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anyscale
Ray Summit 2023 - Training Day
© 2023, Anyscale Inc. All Rights Reserved
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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Access the latest resources, including production-ready implementations of LLMs and Generative AI use cases.
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Browse the ecosystem and use this site as a hub to get the information that you need to get going and building with Ray.
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Find friends to discuss your new learnings in our Slack space.
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Ask questions, follow topics, and view announcements on this community forum.
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