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.
- Version
- 1.0.0
- License
- MIT
Pinned to revision df088027ff23, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/implementing-llms-litgpt/SKILL.md
- skills/implementing-llms-litgpt/references/custom-models.md
- skills/implementing-llms-litgpt/references/distributed-training.md
- skills/implementing-llms-litgpt/references/supported-models.md
- skills/implementing-llms-litgpt/references/training-recipes.md
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