Philipp Schmid • 1/23/2024

How to Fine-Tune LLMs in 2024 with Hugging Face

This technical tutorial provides a step-by-step guide on fine-tuning LLMs for custom applications, such as text-to-SQL generation. It covers defining a use case, setting up the environment with Hugging Face libraries, preparing datasets, using SFTTrainer for training, and evaluating and deploying the model, targeting consumer-grade GPUs.

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#Transformers #Hugging Face #Datasets