Sebastian Raschka • 6/14/2023

Finetuning Falcon LLMs More Efficiently With LoRA and Adapters

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This article compares parameter-efficient finetuning methods like LoRA and Adapters for the open-source Falcon LLM. It explains how these techniques enable finetuning in just one hour on a single GPU, a significant improvement over traditional methods, and discusses the benefits of customizing open-source models over using closed APIs like ChatGPT.

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#Parameter Efficient Finetuning #Adapters #Lora
Finetuning Falcon LLMs More Efficiently With LoRA and Adapters

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