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add-memory-prints
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Add detailed memory profiling prints throughout the training framework. Instruments distributed setup, model creation, checkpoint loading, pipeline scheduling, per-layer activations, saved tensor profiling, expert MLP internals, and memory snapshot dumps. Use when user asks to "add memory prints", "instrument memory", "profile memory", "memory breakdown", or "debug memory".
By mlc-ai schedule Updated 6/4/2026 Install via CLI
npx skills add https://github.com/mlc-ai/pith-train --skill add-memory-prints
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