NielsRogge

Transformers-Tutorials. This repository contains demos I made with the Transformers library by HuggingFace.

Vision-Transformer-papers. This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.

tutorials. A repository containing general tutorials I'd like to share with the world.

transformers. 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

awesome-huggingface. Repository containing awesome resources regarding Hugging Face tooling.

Description2Process. Transforming textual descriptions into process models using deep learning

coco-eval. A tiny package supporting distributed computation of COCO metrics for PyTorch models.

NielsRogge. Short README about myself.

unilm. UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

tapas_utils. A package containing utils for the PyTorch version of the Tapas algorithm.

diffusion-notes. Some notes I took when learning about diffusion models.

CogVLM. a state-of-the-art-level open visual language model

yolov9. Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Open-Sora. Open-Sora: Democratizing Efficient Video Production for All

Depth-Anything. Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

notebooks. Notebooks using the Hugging Face libraries 🤗

LLaVA. Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

mistral-src. Reference implementation of Mistral AI 7B v0.1 model.

rf-detr. RF-DETR is a real-time object detection model architecture developed by Roboflow, released under the Apache 2.0 license.

Matcha-TTS. [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

rasa-chatbot. JavaScript

big_vision. Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

MedSAM. The official repository for MedSAM: Segment Anything in Medical Images.

ImageBind. ImageBind One Embedding Space to Bind Them All

ml-aim. This repository provides the code and model checkpoints of the research paper: Scalable Pre-training of Large Autoregressive Image Models

agents-poc. Python

UniDepth. Universal Monocular Metric Depth Estimation

VideoMamba. VideoMamba: State Space Model for Efficient Video Understanding

blog. Public repo for HF blog posts

MobileSAM. This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

vstar. PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"

VoiceCraft. Zero-Shot Speech Editing and Text-to-Speech in the Wild

Deep-Learning-for-Computer-Vision. This repository contains the assignments I made during the 2019 version of the Deep Learning for Computer Vision course taught at the University of Michigan.

micro_diffusion. Official repository for our work on micro-budget training of large-scale diffusion models.

yolov10. YOLOv10: Real-Time End-to-End Object Detection

table-transformer. Model training and evaluation code for our dataset PubTables-1M, developed to support the task of table extraction from unstructured documents.

textract. extract text from any document. no muss. no fuss.

nougat. Implementation of Nougat Neural Optical Understanding for Academic Documents

GaNDLF. A generalizable application framework for segmentation, regression, and classification using PyTorch

alignment-handbook. Robust recipes for to align language models with human and AI preferences

DarkIR. DarkIR: Robust Low-Light Image Restoration [Official PyTorch Implementation]

axcell. Tools for extracting tables and results from Machine Learning papers

VisualQuality-R1. VisualQuality-R1 is the first open-sourced NR-IQA model can accurately describe and rate the image quality.

verl. veRL: Volcano Engine Reinforcement Learning for LLM

whispering. Rust

alltracker. Python

MagicDriveDiT. Official implementation of the paper “MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control”

huggingface.js. Utilities to use the Hugging Face Hub API

releasing-research-code. Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

GST. Official implementation of "GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers"

scikit-image. Image processing in Python

trl. Train transformer language models with reinforcement learning.

optimum. 🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

AudioSep. Official implementation of "Separate Anything You Describe"

CrossMAE. Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders