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adalars

Code of Adalars experiments

alpaca-lora

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

bart_nmt_ch_to_en

JAX implementation of bart-base

cifar10-resnet50-pytorch

95.6% (highest 95.67) test accuracy training procedure of CIFAR10-ResNet50

colossalai

Making large AI models cheaper, faster and more accessible

colossalai-deepnet

colossalai-dlrm

colossalai-examples

Examples of training models with hybrid parallelism using ColossalAI

contrastivecrop

[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning

deepcore

Code for coreset selection methods

detectron2

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

dlrm

An implementation of a deep learning recommendation model (DLRM)

dungeon-digger

CSCI526 mobile game project

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

file-transfer

A repo to transfer shell file

horovod-pytorch-elastic-resnet50

id-photo

Try to build a Neural Network to change a person's photo into ID photo. For both interest and practice.

imagenet-info-batch

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

imagenet-resnet50-mxnet-benchmark

Copy from Nvidia MLperf benchmak, and modified to do some other test

imdb-transformer

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

inference_policies

Issues related to MLPerf™ Inference policies, including rules and suggested changes

infobatch

Moved to https://github.com/NUS-HPC-AI-Lab/InfoBatch

instruct-eval

Add lora support to https://github.com/declare-lab/instruct-eval

lars-imagenet-pytorch

Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional accumulated gradient and NVIDIA DALI dataloader.

lr-range-test

mae

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

mmcv

OpenMMLab Computer Vision Foundation

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

openmoe

A family of open-sourced Mixture-of-Experts (MoE) Large Language Models