external-cannbot-model-model-infer-parallel-impl
external-cannbot-model-model-infer-parallel-impl 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-impl C (73/100) and it passed the safety scan; the rating is based on static analysis only.
基于 PyTorch 框架的昇腾 NPU 模型推理并行切分实施技能。根据已确认的 parallel_config，实施模型代码的并行化改造，包括并行线性层替换、MoE 并行模式适配、通信组创建、Embedding/LMHead 并行、YAML 配置生成和权重转换。触发场景：model-infer-parallel-analysis 完成后需要实施改造、现有模型需要支持新的并行配置。
- Grade
- C
- Quality
- 73 / 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
- 86 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 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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