reformer-pytorch

Transformer model

An implementation of Reformer, an efficient Transformer model for natural language processing tasks.

Reformer, the efficient Transformer, in Pytorch

GitHub

2k stars
54 watching
255 forks
Language: Python
last commit: over 1 year ago
artificial-intelligenceattention-mechanismmachine-learningpytorchtransformers

Related projects:

Repository Description Stars
leviswind/pytorch-transformer Implementation of a transformer-based translation model in PyTorch 239
huggingface/pytorch-openai-transformer-lm Implementing OpenAI's transformer language model in PyTorch with pre-trained weights and fine-tuning capabilities 1,511
pytorch/hub A centralized repository of pre-trained machine learning models for deep learning frameworks like PyTorch. 1,398
tongjilibo/bert4torch An implementation of transformer models in PyTorch for natural language processing tasks 1,241
zsef123/efficientnets-pytorch A PyTorch implementation of EfficientNet for computer vision tasks 309
pytorchbearer/torchbearer A PyTorch model fitting library designed to simplify the process of training deep learning models. 636
l0sg/relational-rnn-pytorch An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling 244
tristandeleu/pytorch-maml-rl Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks 827
leonidk/pytorch-tf A tool to help convert PyTorch models to TensorFlow 94
rosinality/glow-pytorch A PyTorch implementation of Glow, a generative flow model using invertible 1x1 convolutions. 518
jeonsworld/vit-pytorch A PyTorch implementation of the Vision Transformer model for image recognition tasks. 1,940
ikostrikov/pytorch-meta-optimizer A PyTorch implementation of meta-learning using gradient descent to adapt to new tasks. 312
jt827859032/drrn-pytorch A PyTorch implementation of a deep learning model for super resolution 193
4uiiurz1/pytorch-res2net Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. 112
rdspring1/pytorch_gbw_lm Trains a large-scale PyTorch language model on the 1-Billion Word dataset 123