onescience-ai/oneskills · skills/onescience-parallel/SKILL.md

onescience-parallel skillA

onescience-parallel is agent-read markdown (skill) from onescience-ai/oneskills: 将 PyTorch 模型改造为支持 Pipeline Parallelism (PP) + Tensor Parallelism (TP) 的分布式训练模型。 适用场景：单机单卡模型改多卡分布式、模型拆分为多个 pipeline stage、替换 nn.Linear 为并行线性层、 编写 forward_step_func / model_provider / dataset_provider、配置 PipelineTensorShapeConfig、 创建 Distributed 版本模块（DistributedFuser / DistributedAttention / DistributedMlp）。 当用户提到以下任何关键词时，务必使用此 skill： "流水线并行"、"pipeline parallel"、"模型并行改造"、"分布式训练"、"stage 拆分"、 "ColumnParallelLinear"、"RowParallelLinear"、"pretrain 接口"、"forward_step_func"、 "model_provider"、"TP 并行"、"张量并行.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add onescience-ai/oneskills/onescience-parallel@git:20260814.1419d1c
Exact content
mdr add onescience-ai/oneskills/onescience-parallel@sha256:403631e0dec4fb87

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

versioncommittedcommitsizeaudit
git:20260814.1419d1c latest2026-08-14 1419d1c 36,638 BA view · diff
git:20260708.9ba40992026-07-08 9ba4099 36,033 BA view · diff
git:20260612.76110602026-06-12 7611060 36,018 BA view · diff
git:20260610.3755d062026-06-10 3755d06 32,456 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (36638 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

onescience-ai/oneskills · 21 stars · license MIT · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_hvxk2x6dh5yjchgk
GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-parallel
GET https://markdownregistry.com/api/v1/blob/403631e0dec4fb87ca29ecb173724df4f4cb2a761436499f839d9ccfbca9c6d6

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.