Open research, shared as we discover

Buildingthe way to multimodal intelligence.

Open research on multimodal models, evaluation, benchmarks, and lmms-eval tooling - shared as we discover.

Explore Research

About the Lab

LMMS-LAB // BREACH ACTIVENEURAL WEIGHT EXTRACTION

1/7LIVE

thinking:

Inside the labModels · Evaluation · Open source

Featured Research

APR 20, 2026

LLaVA-OneVision-2:
Towards Next-Generation Perceptual Intelligence

The next generation of fully-open multimodal training — pushing the boundary of recipe transparency, native-resolution understanding, and end-to-end reproducibility.

Latest Publications

OneVision Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence

models

SEP 2025

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

models

NOV 2025

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

models

NOV 2025

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

models

Buildingthe way to multimodal intelligence.

LLaVA-OneVision-2:Towards Next-Generation Perceptual Intelligence

OneVision Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

LLaVA-OneVision-2:
Towards Next-Generation Perceptual Intelligence