Philipp Schmid • 9/13/2022

Accelerate GPT-J inference with DeepSpeed-Inference on GPUs

This technical tutorial demonstrates how to accelerate GPT-J and similar transformer models for inference on GPUs using DeepSpeed-Inference. It covers setting up the environment, loading the model, applying DeepSpeed optimizations, and evaluating performance gains, specifically targeting single-GPU setups for models like GPT-2, GPT-Neo, and GPT-J 6B.

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#large language models #Gpu Optimization #Transformer Models