implementing-llms-litgpt
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.
- Score
- Unranked
- Evidence
- No signals yet
- Last commit
- Not known
- Listed
Install
armory install implementing-llms-litgpt --cli claudewrites the skill into.claude/skills/implementing-llms-litgpt/SKILL.mdListed as compatible
# fetches the source and writes it to:
.claude/skills/implementing-llms-litgpt/SKILL.mdNeeds the armory CLI · not on npm yet, build it from cli/ in the repository
What it is
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.
When to use it
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.
How to install / invoke
# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md -o .claude/skills/model-architecture-litgpt/SKILL.md
Notes
Extracted from davila7/claude-code-templates, model-architecture-litgpt category.