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1. Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem | PyTorch

   efficient method for fine-tuning LLM using LoRA and QLoRA, making it possible to train them even on consumer hardware

   2024-01-12 Tags: llm, fine tuning, qlora, lora, peft, pytorch, hugging face, fine-tuning, llms by klotz
2. Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

   2023-12-10 Tags: llm, lora, qlora, peft, fine tuning by klotz

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