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Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

unum-cloud.github.io/uform/

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Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

unum-cloud.github.io/uform/

Topics

neural-network clustering multi-lingual pytorch transformer openai image-search pretrained-models representation-learning clip semantic-search bert multimodal vector-search language-vision contrastive-learning huggingface-transformers cross-attention openclip llava

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License

Apache-2.0 license
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1.2k stars

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Releases 38

Release v3.1.2 Latest
Jun 21, 2025
+ 37 releases

Contributors 20

+ 6 contributors

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