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

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Featured Research
LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence
APR 20, 2026

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

models
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Latest Publications
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[01]
OneVision Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
OneVision Encoder: Codec-Aligned Spar...
JAN 2026

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

models
[02]
LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
LLaVA-OneVision-1.5: Fully Open Frame...
SEP 2025

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

models
[03]
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
LongVT: Incentivizing "Thinking with ...
NOV 2025

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

models
[04]
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
OpenMMReasoner: Pushing the Frontiers...
NOV 2025

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

models

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