We will use PyTorch + Lightning to create and optimize an encoder-decoder transformer, like the one shown in the picture below. Code a Position Encoder Class From Scratch!!! The position encoder class ...

This repository provides a script and recipe to run the highly optimized transformer-based encoder and decoder component, and it is tested and maintained by NVIDIA. Table Of Contents. ... PyTorch, or ...

To address the abovementioned two issues, we put forward a progressive downsampling transformer with convolution-based decoder (PDCDT), which is a simple, efficient yet powerful framework.

In order to overcome the drawback of decoder-only LLMs for text embedding, a team of researchers from Mila, McGill University, ServiceNow Research, and Facebook CIFAR AI Chair has proposed LLM2Vec, a ...