Awesome papers in Large Language Models (LLM). They focus on state-of-the-art LLM methods, such as algorithms, system, SFT, RL, Multi-modal LLMs, MOE, Quantization, and Applications (RAG, agent, co…

This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.

The Github repo for our survey paper: "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models"

A list of post-GPT-era (2022-2026) Best Paper award winners from ICLR/NeurIPS/ICML/ACL/EMNLP/NAACL/AAAI/CVPR/ECCV.

NVIDIA FastGen: Fast Generation from Diffusion Models

Pytorch implementation of MeanFlow on ImageNet and CIFAR10

This repository is the collection of World model Papers

CUDA kernels for linear attention variants, written in CuTe DSL and CUTLASS C++.

This is a repository to collect training-free algorithms for visual generation and manipulation

Paper list of world model

🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"

A Curated List of Awesome Video World Models with AR Diffusion: Covering Algorithms, Applications, and Infrastructure, Aimed at Serving as a Comprehensive Resource for Researchers, Practitioners, a…

A Curated List of Awesome Works in World Modeling, Aiming to Serve as a One-stop Resource for Researchers, Practitioners, and Enthusiasts Interested in World Modeling.

[ICLR 2026] FastVMT: This repo is the official implementation of "FastVMT: Eliminating Redundancy in Video Motion Transfer"

Awesome List of Consistency Models

A comprehensive list of papers investigating physical cognition in video generation, including papers, codes, and related websites.

A PyTorch-native Inference Engine with Cache Acceleration, Parallelism and Quantization for DiTs.

Large Language Model (LLM) Systems Paper List

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepowe…

Generative Models by Stability AI

[ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention

High-fidelity performance metrics for generative models in PyTorch

A curated list of research papers, resources, and advancements on Diffusion Cache and related efficient diffusion model acceleration techniques.

A curated list of recent efficient video generation methods.

Flash Attention from Scratch on CUDA Ampere

A curated collection of resources, tools, and frameworks for developing GUI Agents.

[NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation

Reference implementation for DPO (Direct Preference Optimization)

A Survey of Reinforcement Learning for Large Reasoning Models