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training-mfu-calculator

95 / 100 · Low risk

Fine to try.

By ascend-ai-coding/awesome-ascend-skills (GitHub) · other · 184 stars · scanned at commit 75ec89c

大模型训练MFU (Model FLOPs Utilization) 计算工具。在用户需要计算MFU、评估训练效率、分析模型性能、或提到FLOPs、吞吐量、硬件利用率时自动应用。支持Dense和MoE模型，提供详细的性能分析报告。

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/'training-mfu-calculator' ] || [ -L ~/.agents/skills/'training-mfu-calculator' ]; then echo 'A skill folder named training-mfu-calculator already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ascend-ai-coding/awesome-ascend-skills' "$d" && git -C "$d" checkout --quiet '75ec89ce9d401be8ac95980e1c3f42f8d4315057' -- 'skills/profiling/training-mfu-calculator' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/profiling/training-mfu-calculator' ~/.agents/skills/'training-mfu-calculator' && 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/'training-mfu-calculator' ~/.claude/skills/'training-mfu-calculator' (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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