broomva/skills · skills/models/bitnet/SKILL.md

bitnet skillA

bitnet is agent-read markdown (skill) from broomva/skills: Microsoft BitNet — 1-bit LLM setup, inference, and benchmarking on CPU. Automates the full workflow: clone bitnet.cpp, create conda env, download GGUF models from HuggingFace, build optimized ternary kernels, and run inference. Supports official Microsoft models (2B) and community models (0.7B-10B). Use when: (1) setting up BitNet/bitnet.cpp for local CPU inference, (2) downloading and running 1-bit/ternary LLMs, (3) benchmarking BitNet vs full-precision models, (4) building edge/agentic inferen.

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 broomva/skills/bitnet@git:20260628.9edbf07
Exact content
mdr add broomva/skills/bitnet@sha256:2698f257371cff8e

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_hm5hg2nwt3h5twde.svg)](https://markdownregistry.com/a/art_hm5hg2nwt3h5twde)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260628.9edbf07 latest2026-06-28 9edbf07 5,597 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 (5597 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

broomva/skills · 4 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hm5hg2nwt3h5twde
GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/bitnet
GET https://markdownregistry.com/api/v1/blob/2698f257371cff8ec5b4f0b192444ed9bf02815e5d22b6d6b55ad82920ec7c0d

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