unsloth

maragudk/fabrik

SkillLoads cleanly

Guide for fine-tuning LLMs, embedding models, vision-language models, and TTS models efficiently with Unsloth. Covers LoRA/QLoRA SFT, reinforcement learning…

Scores
out of 100 · grade A

2026-08-03

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

20/100

27 stars on the source repo.

Documented

15% of the score

90/100

2,247 words with worked examples.
Ships 6 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 2 days ago.

Install

npx skills add maragudk/fabrik/unsloth

What it says it does

Guide for fine-tuning LLMs, embedding models, vision-language models, and TTS models efficiently with Unsloth. Covers LoRA/QLoRA SFT, reinforcement learning (GRPO, DPO, ORPO, KTO), embedding fine-tuning with sentence-transformers, continued pretraining, and saving/exporting to GGUF, Ollama, or vLLM. Use this skill whenever the user mentions Unsloth, FastLanguageModel, FastSentenceTransformer, FastVisionModel, FastModel, or wants memory-efficient fine-tuning of open LLMs or embedding models on a single GPU, even if they don't explicitly say "Unsloth".

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-07-31.

Also in maragudk/fabrik

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Artifact	What the check found	Type	Reach	Last commit
blueskymaragudk/fabrik	clean	Skill	27 stars	2 days ago
gardenmaragudk/fabrik	clean	Skill	27 stars	2 days ago
gomaragudk/fabrik	clean	Skill	27 stars	2 days ago
turbopuffermaragudk/fabrik	clean	Skill	27 stars	2 days ago
code-reviewersmaragudk/fabrik	clean	Skill	27 stars	2 days ago
gardenersmaragudk/fabrik	clean	Skill	27 stars	2 days ago

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