LMMs-Lab
AI & ML interests
Feeling and building the multimodal intelligence.
[2024-10] 🔥🔥 We present
LLaVA-Critic
, the first open-source large multimodal model as a generalist evaluator for assessing LMM-generated responses across diverse multimodal tasks and scenarios.[2024-10] 🎬🎬 Introducing
LLaVA-Video
, a family of open large multimodal models designed specifically for advanced video understanding. We're open-sourcing LLaVA-Video-178K, a high-quality, synthetic dataset for video instruction tuning.[2024-08] 🤞🤞 We present
LLaVA-OneVision
, a family of LMMs developed by consolidating insights into data, models, and visual representations.[2024-06] 🧑🎨🧑🎨 We release
LLaVA-NeXT-Interleave
, an LMM extending capabilities to real-world settings: Multi-image, Multi-frame (videos), Multi-view (3D), and Multi-patch (single-image).[2024-06] 🚀🚀 We release
LongVA
, a long language model with state-of-the-art video understanding performance.
Older Updates (2024-06 and earlier)
[2024-06] 🎬🎬 The
lmms-eval/v0.2
toolkit now supports video evaluations for models like LLaVA-NeXT Video and Gemini 1.5 Pro.[2024-05] 🚀🚀 We release
LLaVA-NeXT Video
, a model performing at Google's Gemini level on video understanding tasks.[2024-05] 🚀🚀 The
LLaVA-NeXT
model family reaches near GPT-4V performance on multimodal benchmarks, with models up to 110B parameters.[2024-03] We release
lmms-eval
, a toolkit for holistic evaluations with 50+ multimodal datasets and 10+ models.