Philipp Schmid • 9/30/2024

How to Fine-Tune Multimodal Models or VLMs with Hugging Face TRL

This article provides a step-by-step tutorial on fine-tuning open-source multimodal Vision-Language Models (VLMs) such as Llama-3.2-Vision and Pixtral using Hugging Face's TRL, Transformers, and datasets libraries. It covers defining a use case (e.g., generating product descriptions from images), setting up the environment, preparing datasets, and using the SFTTrainer for efficient fine-tuning on consumer-grade GPUs.

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#Hugging Face #Fine Tuning #Multimodal Models