Fine-tune 7B LLM on Single GPU

Until recently, fine-tuning large language models (LLMs) on a single GPU was a pipe dream. This is because of the large size of these models, leading to colossal memory and storage requirements. For example, you need 780 GB of GPU memory to fine-tune a Llama 65B parameter model. The recent

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