black-yt/skills · llm-deploy-training/SKILL.md

llm-deploy-training skillA

llm-deploy-training is agent-read markdown (skill) from black-yt/skills: 当需要部署或训练 LLM/VLM 时使用；覆盖 vLLM OpenAI-compatible 服务、多模态输入限制、Qwen3.5 工具调用、thinking/reasoning 控制、CUDA Graph 策略，以及 ms-swift SFT/DPO/GRPO full training、Megatron 长序列训练、messages loss/loss_scale、数据校验、显存排错和训练检查。.

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 black-yt/skills/llm-deploy-training@git:20260804.1ce2bfe
Exact content
mdr add black-yt/skills/llm-deploy-training@sha256:b3a248cc0485bb5e

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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_l4nzgiktbwzelyy7.svg)](https://markdownregistry.com/a/art_l4nzgiktbwzelyy7)

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Versions

versioncommittedcommitsizeaudit
git:20260804.1ce2bfe latest2026-08-04 1ce2bfe 10,526 BA view · diff
git:20260723.84300d72026-07-23 84300d7 9,176 BA view · diff
git:20260723.969adcb2026-07-23 969adcb 8,595 BA view · diff
git:20260721.f8b0b022026-07-21 f8b0b02 8,536 BA view · diff
git:20260611.295e62a2026-06-11 295e62a 6,726 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 (10526 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

black-yt/skills · 11 stars · license none · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l4nzgiktbwzelyy7
GET https://markdownregistry.com/api/v1/resolve?ref=black-yt/skills/llm-deploy-training
GET https://markdownregistry.com/api/v1/blob/b3a248cc0485bb5ecd9bdebec15eeed6e082575a6179845f55c6f74ca78227b4

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