# Ray Day NYC agenda highlights: talks + hands-on workshops.

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Hi Thomas,

Ray Day NYC is built for practical takeaways. Here's what to expect:

- Morning — Opening keynote and Ray user talks on real-world architectures and scaling lessons.

- Afternoon — Hands-on workshop, plus an invite-only Future of Ray Technical Roundtable.

- Evening — Happy hour + networking.

At registration, you'll pick one of two workshop tracks:

1. VLA Track — Fine-tune VLA models for physical AI. Covers Ray for distributed physical AI, large-scale VLA fine-tuning with Ray Data & Ray Train, and robotics simulation with Ray Core (MuJoCo, Isaac Sim).

2. Ray Track — Distributed training with Ray and PyTorch. Covers scaling Python for AI workloads, multimodal data pipelines, and distributed training at scale (incl. FSDP and checkpointing).

Interested in the Future of Ray Technical Roundtable? It's invite-only -- reach out to your Anyscale contact to request a spot.

Invite required.

Request an Invite

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