training-mfu-calculator

training-mfu-calculator is a Model training & evaluation skill for AI agents, published by ascend-ai-coding in the awesome-ascend-skills repository on GitHub. Skillspace rates training-mfu-calculator C (72/100) and it passed the safety scan; the rating is based on static analysis only.

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。

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
136

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubascend-ai-coding/awesome-ascend-skills

Our review

Architecture
85 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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