Optimum Neuron Articles

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12/21/2023 • EN

A technical tutorial on fine-tuning the Llama 2 7B large language model using AWS Trainium instances and Hugging Face libraries.

AWS Trainium Hugging Face Llama 2 Model Fine Tuning Optimum Neuron

11/21/2023 • EN

Tutorial on deploying embedding models using AWS Inferentia2 and Amazon SageMaker for accelerated inference performance.

Amazon Sagemaker aws AWS Inferentia2 Embeddings Model Optimum Neuron

11/14/2023 • EN

A tutorial on deploying Meta's Llama 2 7B model on AWS Inferentia2 using Amazon SageMaker and the optimum-neuron library.

Amazon Sagemaker AWS Inferentia2 Llama 2 Model Deployment Optimum Neuron

6/6/2023 • EN

A tutorial on fine-tuning a BERT model for text classification using AWS Trainium instances and Hugging Face Transformers.

AWS Trainium Bert Hugging Face Transformers Optimum Neuron Text Classification

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