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implementing-llms-litgpt
Orchestra-Research/AI-Research-SKILLsSkill
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.
Why this score
This repo hosts 10 skills, so its 13,721 stars are split between them (about 1,372 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 773a52944ba4, with Cisco's open-source skill-scanner.
What its code does:
- Uses dependencies without a pinned version A later version of a dependency could change what runs.SKILL.md and 2 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneimplementing-llms-litgpt Orchestra-Research/AI-Research-SKILLs · Skill | 77 | ★ 14k | ≈83 always | 25d ago |
| review-implementing mhattingpete/claude-skills-marketplace · Skill Both about implementing and implement | 58 | ★ 683 | ≈50 always | 3mo ago |
| implementing-domain-driven-design ciembor/agent-rules-books · Skill Both about implementing and implementation | 69 | ★ 3.1k | ≈47 always | 2mo ago |