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ResT

This is an official implementation for "ResT: An Efficient Transformer for Visual Recognition".

SA-Net

Code for our ICASSP 2021 paper: SA-Net: Shuffle Attention for Deep Convolutional Neural Networks

Group-CAM

Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

FFM

Field-aware Factorization Machines write in python, train use LBFGS,test in criteo dataset

GBPMF

Code of of Bayesian Probabilistic Matrix Factorization based on Generalized Gaussian Distribution

llama

Inference code for LLaMA models

alignment-handbook

Robust recipes for to align language models with human and AI preferences

chatllama

ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT

ControlNet

Let us control diffusion models!

ConvNeXt-V2

Code release for ConvNeXt V2 model

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

Dataset-Pruning

Dataset pruning for ImageNet and LAION-2B.

DeepSeek-LLM

DeepSeek LLM: Let there be answers

deit

Official DeiT repository

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

EVA

Exploring the Limits of Masked Visual Representation Learning at Scale (https://arxiv.org/abs/2211.07636)

how-to-train-tokenizer

怎么训练一个LLM分词器

InternImage

jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

NLP_Assignment

NLP Assignment of NJU...

OLMo

Modeling, training, eval, and inference code for OLMo

open_clip

An open source implementation of CLIP.

prismer

The implementation of "Prismer: A Vision-Language Model with An Ensemble of Experts".

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Volcano

[NAACL 2024] Official github for "Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision"