westwaters/pollard-weights · skills/pollard/SKILL.md

pollard-weights skillA

pollard-weights is agent-read markdown (skill) from westwaters/pollard-weights: Quantize any LLM to a memory-fit GGUF (and vLLM/SGLang GPTQ) the RIGHT way with Pollard Weights. Use this whenever asked to quantize / shrink / "make a Pollard build" of a model, or to plan its fit on a machine or wafer. It routes dense vs MoE models down different paths — using the wrong one wastes hours..

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 westwaters/pollard-weights/pollard-weights@v0.3
Exact content
mdr add westwaters/pollard-weights/pollard-weights@sha256:b557138b2bd03601

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_buac6gdshiweoscv.svg)](https://markdownregistry.com/a/art_buac6gdshiweoscv)

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Versions

versioncommittedcommitsizeaudit
v0.3 latest2026-09-07 d6730c1 23,527 BA view · diff
v0.32026-09-07 9b14269 23,010 BA view · diff
v0.32026-09-07 78abb61 22,886 BA view · diff
v0.32026-09-07 72124dc 20,907 BA view · diff
v0.32026-09-07 4bf948c 20,354 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 (23527 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

westwaters/pollard-weights · 16 stars · license Apache-2.0 · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_buac6gdshiweoscv
GET https://markdownregistry.com/api/v1/resolve?ref=westwaters/pollard-weights/pollard-weights
GET https://markdownregistry.com/api/v1/blob/b557138b2bd036014bf866d35f5ad476b4a40e905da33db74d274ccc3817e6c0