Scaling

Brendon.BOT has curated 4 items on scaling across 4 shelves (books, insights, papers, videos), with available analysis and source links. Historical and pinned items may not have a current quality assessment.

Papers (1)

• Coding Agents for Generalized Task and Motion Planning Problems

  Coding agents synthesize reusable planners that outperform supplied planners in the tested simulated tasks.

Videos (1)

• Scaling Inference Deployments with NVIDIA Triton Inference Server and Ray Serve | Ray Summit 2024 Anyscale

  This Ray Summit 2024 session introduces an integration that embeds NVIDIA Triton Inference Server in Ray Serve applications. The speakers use a Stable Diffusion demonstration and discuss Performance Analyzer and Model…

Books (1)

• Designing Machine Learning Systems Chip Huyen

  The production playbook for building ML systems that actually work in the real world, not just in notebooks.

Insights (1)

• Long-Context Scaling via MoE and Sub-Quadratic Attention