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DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

dino

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

GroundingDINO

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

TaskMatrix

llama.cpp

LLM inference in C/C++

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Awesome-time-series

A comprehensive survey on the time series domains

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

hlb-gpt

Minimalistic, extremely fast, and hackable researcher's toolbench for GPT models in 307 lines of code. Reaches <3.8 validation loss on wikitext-103 on a single A100 in <100 seconds. Scales to larger models with one parameter change (feature currently in alpha).

nebuly

The user analytics platform for LLMs

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

awesome-ChatGPT

A repository containing interesting demos / failure cases of ChatGPT

ControlNet

Let us control diffusion models!

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pycls

Codebase for Image Classification Research, written in PyTorch.

TextBox

TextBox 2.0 is a text generation library with pre-trained language models

BookCode_Edition1

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

open_clip

An open source implementation of CLIP.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

PythonRobotics

Python sample codes for robotics algorithms.

semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

zac2022-lyric-alignment

Solution for Zalo AI Challenge 2022 - Lyrics Alignment

stable-diffusion-webui

Stable Diffusion web UI

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

TransBTS

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"