best-gpu-perf

Name: best-gpu-perf
Rating: 5 (1 reviews)
Author: phtphtpht

This skill optimizes GPU performance for AI/ML training and inference code, enabling users to speed up processes, reduce memory usage, optimize data loading, and configure distributed training, including LLM serving.

1stars

Updated 2 months ago

View on GitHub ↗License: MIT

How to add

/plugin marketplace add phtphtpht/gpu-perf-playbook

The exact command may vary by repository. Check the README on GitHub.

For the skill author

Drop this on your repo README

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#llm #ai

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Best GPU Performance Skill

When to use this skill

Any time the user's task involves making AI/ML code run faster, use less memory, scale to more GPUs, or serve inference more efficiently. This includes writing new code with performance in mind, reviewing existing code for bottlenecks, debugging OOM or low utilization, and creating optimization plans.

Core Methodology: The 4-Step Loop

Every optimization follows this loop. Never skip steps.

1. MEASURE  →  2. CLASSIFY  →  3. APPLY 

[Description truncada. Veja o README completo no GitHub.]

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