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are-16-heads-really-better-than-1

Code for the paper "Are Sixteen Heads Really Better than One?"

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

colossalai

Making large AI models cheaper, faster and more accessible

conditionaldetr

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

croco

dat

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detr

End-to-End Object Detection with Transformers

dg_test

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dpt

Dense Prediction Transformers

dust3r

eslam

large-scale-lm-tutorials

Large-scale language modeling tutorials with PyTorch

linformer

Implementation of Linformer for Pytorch

longformer

Longformer: The Long-Document Transformer

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences

maskingdepth

maskingdepth_hg

megatron-lm

Ongoing research training transformer models at scale

mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

mmdetection

OpenMMLab Detection Toolbox and Benchmark

moa

Mixture-of-Adapters

monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

nice-slam

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

pytorch-image-models

timm - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-transformer-distributed

Distributed training (multi-node) of a Transformer model

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch