Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

VisionZip: Longer is Better but Not Necessary in Vision Language Models

Baichuan-Omni Technical Report

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning

Emu3: Next-Token Prediction is All You Need

CogVLM2: Visual Language Models for Image and Video Understanding

Qwen2 Technical Report

An Image is Worth 32 Tokens for Reconstruction and Generation

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

FIFO-Diffusion: Generating Infinite Videos from Text without Training

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

OmniFusion Technical Report

Machine learning prediction errors better than DFT accuracy

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search

Representation Shift: Unifying Token Compression with FlashAttention

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Automated Algorithmic Discovery for Gravitational-Wave Detection Guided by LLM-Informed Evolutionary Monte Carlo Tree Search

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

CellForge: Agentic Design of Virtual Cell Models

SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension

RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

VisionZip: Longer is Better but Not Necessary in Vision Language Models

Baichuan-Omni Technical Report

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning

Emu3: Next-Token Prediction is All You Need

CogVLM2: Visual Language Models for Image and Video Understanding

Qwen2 Technical Report

An Image is Worth 32 Tokens for Reconstruction and Generation

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

FIFO-Diffusion: Generating Infinite Videos from Text without Training

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

OmniFusion Technical Report

Machine learning prediction errors better than DFT accuracy

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search

Representation Shift: Unifying Token Compression with FlashAttention

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Automated Algorithmic Discovery for Gravitational-Wave Detection Guided by LLM-Informed Evolutionary Monte Carlo Tree Search

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

CellForge: Agentic Design of Virtual Cell Models

SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension

RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization