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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.

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Install

npx research-agent-skills install implementing-llms-litgpt
npx skills add KalarisLabs/research-agent-skills --skill implementing-llms-litgpt

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When to use it

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Full playbook