Files
hermes-agent/website/docs/user-guide/skills/optional/mlops/mlops-training-unsloth.md
T
Teknium c49fa88b80 refactor(skills): shipped-set slim — 15 to optional, github 6-way merge, pdf absorbs OCR, channel-gated teams pipeline (index −26%) (#98539)
* refactor(skills): shipped-set slim — 15 skills to optional, github six-way merge, pdf absorbs OCR+nano-pdf, channel-gated teams pipeline

Maintainer-directed shipped-skills curation (skills index 1,900 -> ~1,400
tok/call on desktop; every session pays the index, so this is a per-call
diet on all installs):

- optional-skills moves (installable via skills hub, history preserved):
  creative comfyui/ascii-art/excalidraw/pretext/sketch/touchdesigner-mcp;
  ALL of mlops (huggingface-hub, llama-cpp, serving-llms-vllm,
  weights-and-biases, evaluating-llms-harness — subcategory structure
  kept); research-paper-writing (55 supporting files, 17.3K-tok load);
  openhue; blogwatcher (first taught the cronjob monitor-field watch
  pattern + web_extract instead of pre-cron manual workflows)
- DELETED session-librarian (Aug-12 'inspired by Perplexity Computer'
  port, never maintainer-intended; session_search covers discovery)
- github: six skills (auth, issues, pr-workflow, issue-to-pr,
  code-review, repo-management) merged into ONE software-development/
  github skill — routing body + complete per-workflow references;
  benbarclay authorship credited; codebase-inspection rides along;
  discipline pins from test_github_issue_to_pr_skill.py preserved
  against the reference body in the new test_github_skill.py
- pdf absorbs ocr-and-documents + nano-pdf as references/ + scripts
  (extract_pymupdf, extract_marker converted to the argparse house
  standard its contract test enforces)
- NEW session_platforms frontmatter gate (metadata.hermes): hides a
  skill from the index on gateway channels it is not for; fail-open on
  unknown platform; teams-meeting-pipeline gated to [teams, cron]
- blocked-page-recovery: research -> new web category; trigger-first
  description ('Use when a fetch fails: 403/429, paywall, WAF, bot
  wall.') so the model actually reaches for it on blocked fetches
- docs regenerated via generate-skill-docs.py (195 pages); related_skills
  swept repo-wide; tests: 1672 passed (2 openclaw failures pre-existing
  on clean main, Windows-local)

* chore: ignore .skills_prompt_snapshot.json (local index cache, accidentally committed)
2026-08-30 04:53:39 -07:00

2.9 KiB

title, sidebar_label, description
title sidebar_label description
Unsloth — Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM Unsloth Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM

{/* This page is auto-generated from the skill's SKILL.md by website/scripts/generate-skill-docs.py. Edit the source SKILL.md, not this page. */}

Unsloth

Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.

Skill metadata

Source Optional — install with hermes skills install official/mlops/unsloth
Path optional-skills/mlops\training\unsloth
Version 1.0.0
Author Orchestra Research
License MIT
Dependencies unsloth, torch, transformers, trl, datasets, peft
Platforms linux, macos
Tags Fine-Tuning, Unsloth, Fast Training, LoRA, QLoRA, Memory-Efficient, Optimization, Llama, Mistral, Gemma, Qwen

Reference: full SKILL.md

:::info The following is the complete skill definition that Hermes loads when this skill is triggered. This is what the agent sees as instructions when the skill is active. :::

Unsloth Skill

Assistance with unsloth development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

  • Working with unsloth
  • Asking about unsloth features or APIs
  • Implementing unsloth solutions
  • Debugging unsloth code
  • Learning unsloth best practices

Quick Reference

Common Patterns

Quick reference patterns will be added as you use the skill.

Reference Files

This skill includes full documentation in references/:

  • llms-txt.md - Llms-Txt documentation

Use view to read specific reference files when detailed information is needed.

Working with This Skill

For Beginners

Start with the getting_started or tutorials reference files for foundational concepts.

For Specific Features

Use the appropriate category reference file (api, guides, etc.) for detailed information.

For Code Examples

The quick reference section above contains common patterns extracted from the official docs.

Resources

references/

Organized documentation extracted from official sources. These files contain:

  • Detailed explanations
  • Code examples with language annotations
  • Links to original documentation
  • Table of contents for quick navigation

scripts/

Add helper scripts here for common automation tasks.

assets/

Add templates, boilerplate, or example projects here.

Notes

  • This skill was automatically generated from official documentation
  • Reference files preserve the structure and examples from source docs
  • Code examples include language detection for better syntax highlighting
  • Quick reference patterns are extracted from common usage examples in the docs

Updating

To refresh this skill with updated documentation:

  1. Re-run the scraper with the same configuration
  2. The skill will be rebuilt with the latest information