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FasterTransformer implements a highly optimized transformer layer for both the encoder and decoder for inference. On Volta, Turing and Ampere GPUs, the ...
Aug 3, 2022 · It has a backend for large transformer based models called NVIDIA's FasterTransformer (FT). FT is a library implementing an accelerated engine ...
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This document describes what FasterTransformer provides for the GPT model, explaining the workflow and optimization. We also provide a guide to help users ...
Apr 25, 2023 · FasterTransformer is a library that implements an inference acceleration engine for large transformer models using the model parallelization ( ...
Sep 25, 2023 · FasterTransformer is an inference acceleration solution specifically designed for Transformer models, including encoder-only and decoder-only ...
Apr 17, 2023 · Meanwhile, FasterTransformer rewrites the model in pure C++ and CUDA to speed up model as a whole. PyTorch 2.0 offers an open portal (via torch.
Duration: 23:06
Posted: Feb 24, 2022
Posted: Feb 24, 2022
Feb 2, 2024 · FasterTransformer provides up to 40% faster GPT-J inference over an implementation based on vanilla Hugging Face Transformers. FasterTransformer ...
May 30, 2022 · Faster Transformer introduces its distributed inference feature in its 4.0 version, and currently supports distributed inference of the GPT-3 ...