[AAAI 2026] ✨ TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

Official codes of "Monet: Reasoning in Latent Visual Space Beyond Image and Language"

【AAAI 2026】GenVidBench: A6-Million Benchmark for AI-Generated Video Detection

Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens (arXiv 2025)

Sparking "Thinking with Videos" via Reinforcement Learning

MiniMax-M2, a model built for Max coding & agentic workflows.

The official repository for the paper "ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning"

Open-source unified multimodal model

This is the official repository for the paper "MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning"

verl: Volcano Engine Reinforcement Learning for LLMs

🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning

An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & TIS & vLLM & Ray & Dynamic Sampling & Async Agentic RL)

Official Repository for "FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process", ACM MM 2024

Multi-agent collaboration framework

The unified stack for multi-agent systems.

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, …

[NeurIPS 2025] VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning

Witness the aha moment of VLM with less than $3.

Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

[NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

Notes about courses Dive into Deep Learning by Mu Li

算法竞赛课件分享

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术