nvidia/skills · skills/bionemo-kermt-finetune/SKILL.md

kermt-finetune skillA

kermt-finetune is agent-read markdown (skill) from nvidia/skills: Finetune a pretrained KERMT encoder on a labeled CSV. Validate the checkpoint and data, prepare features, and run containerized training. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Write model bundles, prepared data, logs, and trained models to user-selected host directories..

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 nvidia/skills/kermt-finetune@git:20260915.2cd3507
Exact content
mdr add nvidia/skills/kermt-finetune@sha256:bf157bd453528a9c

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_bkj5mdkywen76ess.svg)](https://markdownregistry.com/a/art_bkj5mdkywen76ess)

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Versions

versioncommittedcommitsizeaudit
git:20260915.2cd3507 latest2026-09-15 2cd3507 16,475 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 (16475 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

nvidia/skills · 3,311 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bkj5mdkywen76ess
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/kermt-finetune
GET https://markdownregistry.com/api/v1/blob/bf157bd453528a9c2d272d537fe3fc103a9de83f907f9071e8c35a770c5582fc