A Systematic Survey of Deep Research

SkyRL: A Modular Full-stack RL Library for LLMs

The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

MedSAM3: Delving into Segment Anything with Medical Concepts

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios

Official repository for “DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation”

Easy and Efficient dLLM Fine-Tuning

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

TTS model capable of streaming conversational audio in realtime.

Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Unified Schema-Based Information Extraction

PyTorch building blocks for the OLMo ecosystem

ComfyUI wrapper for UniRig

Open-source release accompanying Gao et al. 2025

Video Content Customization Using First Frame

LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence https://arxiv.org/abs/2509.03505

Code release for "UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity"

Intelligent Router for Mixture-of-Models

Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

Rust-powered API framework for Django achieving 60k+ RPS. Uses Actix Web for HTTP, PyO3 for Python bridging, msgspec for serialization. Decorator-based routing with built-in auth and middleware.

Open ABI and FFI for Machine Learning Systems

[EMNLP 2025🔥] UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective

Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"

An early research stage expert-parallel load balancer for MoE models based on linear programming.

Model souping for LLMs