external-cannbot-model-model-infer-parallel-analysis
external-cannbot-model-model-infer-parallel-analysis is an MLOps & model serving skill for AI agents, published by ascend-ai-coding in the awesome-ascend-skills repository on GitHub. Skillspace rates external-cannbot-model-model-infer-parallel-analysis C (70/100) and it passed the safety scan; the rating is based on static analysis only.
基于 PyTorch 框架的昇腾 NPU 模型推理并行策略分析技能。分析模型架构参数和昇腾硬件规格，推荐最优的 TP/EP/DP 并行配置（parallel_config）。触发场景：新模型需要确定并行策略、现有配置需要优化、部署卡数或硬件变更后需要重新评估。输出为结构化的 parallel_config 推荐及定量依据。
- Grade
- C
- Quality
- 70 / 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.
Our review
- Architecture
- 88 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- Low-risk patterns
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
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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