Finetuning Falcon LLMs More Efficiently With LoRA and Adapters

Finetuning allows us to adapt pretrained LLMs in a cost-efficient manner. But which method should we use? This article compares different parameter-efficient finetuning methods for the latest top-performing open-source LLM, Falcon.   Pretraining and Finetuning LLMs Before we dive into the LLM finetuning details, let’s briefly recap how we train LLMs in general. LLMs are... Read more »

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