5 tagged distributed training, measured the same way as everything else here.
Browse within: GRPO 5Multi-Agent 5Multimodal 5Post-Training 5agentic-rl 5
Agent
Ray orchestration & service deployment expert. Fire when working on Ray Serve deployment, placement groups, service lifecycle, rollout engine management, health monitoring, or troubleshooting job launch and GPU allocation issues.
Agent
An expert assistant for integrating and configuring Megatron, a system for training very large machine-learning models across multiple processors or machines.
Agent
Ray framework expert. Fire when working on Ray cluster management, ray.init/ray.remote/ray.get patterns, placement groups, scheduling strategies, Ray Serve deployments, ray job submit, runtime environments, or troubleshooting Ray-specific errors (serialization, object store, GCS, scheduling failures).