air-gapped/skills · .claude/skills/vllm-quantization/SKILL.md

vllm-quantization skillA

vllm-quantization is agent-read markdown (skill) from air-gapped/skills: vLLM datacenter-GPU quantization — picking, configuring, troubleshooting NVFP4, FP8, MXFP4, MXFP8, AWQ, GPTQ, INT8, compressed-tensors, modelopt, quark on H100/H200/B200/B300/GB200/GB300. 30 `--quantization` flag values on current vLLM (31 through v0.27.x, before `bitsandbytes` moved out-of-tree in v0.28.0), KV-cache dtypes (fp8_e4m3, nvfp4, per-token-head, turboquant), MoE backend selection (CUTLASS, TRTLLM, FlashInfer, DeepGEMM, Marlin, Qutlass), producing checkpoints with llm-compressor and N.

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 air-gapped/skills/vllm-quantization@git:20260915.23ffb18
Exact content
mdr add air-gapped/skills/vllm-quantization@sha256:dd6a514e526bc413

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_fcsjwhjrql74f7yh.svg)](https://markdownregistry.com/a/art_fcsjwhjrql74f7yh)

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Versions

versioncommittedcommitsizeaudit
git:20260915.23ffb18 latest2026-09-15 23ffb18 25,886 BA view · diff
git:20260915.1702bca2026-09-15 1702bca 25,797 BA view · diff
git:20260915.9e1fc692026-09-15 9e1fc69 25,414 BA view · diff
git:20260915.34767df2026-09-15 34767df 24,390 BA view · diff
git:20260818.6de1cf42026-08-18 6de1cf4 24,175 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 (25886 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

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fcsjwhjrql74f7yh
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-quantization
GET https://markdownregistry.com/api/v1/blob/dd6a514e526bc413d30310149651904900af0f918b5d60af5e8c34bceec102fa