Philipp Schmid • 9/12/2023

Fine-tune Falcon 180B with QLoRA and Flash Attention on Amazon SageMaker

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This article provides a detailed tutorial on efficiently fine-tuning the Falcon 180B open-source LLM. It covers using QLoRA for parameter-efficient fine-tuning on a single GPU, integrating Flash Attention, and implementing the process on Amazon SageMaker with Hugging Face tools and the Dolly dataset.

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#Amazon Sagemaker #Qlora #LLM Fine Tuning
Fine-tune Falcon 180B with QLoRA and Flash Attention on Amazon SageMaker

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