⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

Official repo for paper "Structured 3D Latents for Scalable and Versatile 3D Generation".

“FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching” FlowAR employs a simplest scale design and is compatible with any VAE.

Latency and Memory Analysis of Transformer Models for Training and Inference

Official PyTorch implementation of paper "CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up".

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

FastVideo is a lightweight framework for accelerating large video diffusion models.

This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

Helpful tools and examples for working with flex-attention

xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

Efficient vision foundation models for high-resolution generation and perception.

Code of Pyramidal Flow Matching for Efficient Video Generative Modeling

Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"

In 2024, the strongest open-source implementation of asymmetric magvit_v2 supports inference code but excludes VQVAE. It supports the joint encoding of images and videos, accommodating arbitrary vi…

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

SGLang is a fast serving framework for large language models and vision language models.

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

DALL·E Mini - Generate images from a text prompt

Official inference repo for FLUX.1 models

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838

Framework for benchmarking vector search engines

Open-Sora: Democratizing Efficient Video Production for All

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving