PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

🌐 WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Kimi-VL: Mixture-of-Experts Vision-Language Model for Multimodal Reasoning, Long-Context Understanding, and Strong Agent Capabilities

[ICLR 2025] The First Multimodal Seach Engine Pipeline and Benchmark for LMMs

[CVPR 2025] EgoLife: Towards Egocentric Life Assistant

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

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

verl: Volcano Engine Reinforcement Learning for LLMs

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

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

✨First Open-Source R1-like Video-LLM [2025/02/18]

Simple RL training for reasoning

Fully open reproduction of DeepSeek-R1

Clean, minimal, accessible reproduction of DeepSeek R1-Zero

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

A suite of image and video neural tokenizers

Official repository of Uni-AdaFocus (TPAMI 2024).

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [oral])

Official repository for VisionZip (CVPR 2025)

A curated list of paper, code, data, and other resources focus on multimodal time series analysis.

[ICLR 2025] VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

ElasticTok: Adaptive Tokenization for Image and Video