OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

Retrieving Interaction SpacE for Agentic Search

timewarp

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Preparing for ML Interviews.

The code and data for "MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark" [NeurIPS 2024]

Deep Learning and Mathematics Basics

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent (ACL 2026 Main)

A version of verl to support diverse tool use [TMLR 2026]

MiMo-VL

Enable Comprehensive LLM Evaluation on Graph Reasoning

Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]

Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]

Janus-Series: Unified Multimodal Understanding and Generation Models

Empowering RAG with a memory-based data interface for all-purpose applications!

Retrieval and Retrieval-augmented LLMs

An Open-Source Package for Information Retrieval

Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".

A Pocket-Sized MLLM for Ultra-Efficient Image and Video Understanding on Your Phone

Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024 Best Paper]

Document Ranking with Large Language Models.

Supercharge huggingface transformers with model parallelism.

Building a quick conversation-based search demo with Lepton AI.