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nemo-mbridge-perf-memory-tuning

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By NVIDIA/skills (GitHub) · coding · 3,933 stars · scanned at commit 2630133

Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'nemo-mbridge-perf-memory-tuning' ] || [ -L ~/.agents/skills/'nemo-mbridge-perf-memory-tuning' ]; then echo 'A skill folder named nemo-mbridge-perf-memory-tuning already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/NVIDIA/skills' "$d" && git -C "$d" checkout --quiet '2630133f22e357f2005886567a39eddcc1b520e2' -- 'skills/nemo-mbridge-perf-memory-tuning' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/nemo-mbridge-perf-memory-tuning' ~/.agents/skills/'nemo-mbridge-perf-memory-tuning' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'nemo-mbridge-perf-memory-tuning' ~/.claude/skills/'nemo-mbridge-perf-memory-tuning' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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