Miles, Slime, and Ray: Orchestrating the Post-Training Loop
A practical architecture guide to the post-training loop, Ray as the control plane, and engineering weight synchronization.
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Dive into the Agent Loop
A practical breakdown of the agent loop: the roles of models, MCP servers, and clients, plus Skills, multi-agent systems, and context isolation.
Read MoreMegatron-Bridge in Practice: A Production 101 Guide to the Nemotron, Megatron-Core, and Transformer Engine Stack
A technical guide to the architecture, repository layout, parallelism-aware conversion mechanics, and an import→fine-tune→export workflow for NVIDIA’s Megatron stack.
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