Guide for adding a new model (e.g., Llama4, DeepSeek V3) to the MPK persistent kernel. Covers prerequisites check, demo structure, layer wiring, and testing.
Step-by-step guide for adding a new task implementation to Mirage Persistent Kernel (MPK). Use this when adding a new GPU operator (e.g., a new attention variant, normalization, activation) to the MPK megakernel.
Reference guide for the MPK compilation-to-runtime pipeline. Use when asked how MPK works internally, how compilation/code generation works, what happens at runtime, or when debugging the megakernel scheduler.
Guide for using MPK test mode to unit-test individual layers or multi-layer pipelines through the full compilation pipeline. Use when writing layer tests, debugging kernel output, or validating a new task end-to-end.