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LitGPT LLM Workflows

implementing-llms-litgpt

Orchestra-Research/AI-Research-SKILLs

LitGPT delivers single-file LLM implementations and workflows over 20+ pretrained architectures, making it easy to explore, fine-tune with LoRA/QLoRA, or run production-ready training via Lightning AI.

Lightning Training Workflow

pytorch-lightning

K-Dense-AI/claude-scientific-skills

PyTorch Lightning organizes models into LightningModule, data modules, callbacks, logging, and Trainer orchestration for scalable multi-GPU/TPU training with distributed strategies and experiment tracking.

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