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RoBERTa --> Longformer: Build a "Long" Version of Pretrained Models

Byicyvulcan
11/23/2020
Language
Modeling

Demo for replicating the procedure described in the Longformer paper to train a Longformer model starting from the RoBERTa checkpoint

T5 for Sentiment Span Extraction

Byicyvulcan
11/23/2020
Extraction
Sentiment

Demo for training and conducting inference with T5 on sentiment extraction task

PyTorch Lightning Demo

Byicyvulcan
11/23/2020
Framework

Demo for using PyTorch Lightning on 4 examples: MNIST, GAN, Finetuning a Transformer from Huggingface, and DQN

Fine-Tuning the Text-To-Text Transfer Transformer (T5) for Closed-Book Question Answering

Byicyvulcan
11/23/2020
Answering
Question

Demo for training and conducting inference with T5 for close-book question answering by mixing 2 datasets

Transformer TTS: A Text-to-Speech Transformer in TensorFlow 5

Byicyvulcan
11/23/2020
Text-to-Speech

Demo for conducting inference with the Autoregressive Transformer TTS and WaveRNN models

Transformer TTS: A Text-to-Speech Transformer in TensorFlow 4

Byicyvulcan
11/23/2020
Text-to-Speech

Demo for conducting inference with the Autoregressive Transformer TTS and MelGAN models

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