Philipp Schmid • 12/21/2023

Fine-tune Llama 7B on AWS Trainium

This detailed guide walks through the process of fine-tuning open-source LLMs like Llama 2 on AWS Trainium hardware. It covers setting up the AWS environment with the Hugging Face Neuron DL AMI, loading and processing datasets, using the NeuronTrainer for fine-tuning, and evaluating the resulting model. The article is a hands-on, technical tutorial focused on machine learning engineering and cloud infrastructure.

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#Hugging Face #Model Fine Tuning #AWS Trainium