Individual skill

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.

tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md

Source commit 70110103476bad94b3d700f50909d08842df50cc

What was checked

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Yes

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Yes

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No

Observed behavior

Network or broad shell

Last checked

Nov 3, 2026

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