Shypd.aiThe largest open index of AI toolsUForm is an open-source multimodal AI tool for content understanding and generation across multilingual texts and images, with video support coming soon. It offers multimodal embeddings and generative models that are up to 5x faster than OpenAI CLIP and LLaVA.
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UForm is a pocket-sized multimodal AI library designed for efficient content understanding and generation. It features tiny embedding models for fast search across visual and textual content in over 20 languages, offering 64-dimensional Matryoshka-style embeddings. The generative models support conversational AI, chat use-cases, fast image captioning, and Visual Question Answering (VQA). UForm's custom pre-trained transformer models are highly portable, running on various platforms from servers to smartphones, and come with native ONNX support. It boasts 2-4x faster inference speeds than competitors and supports quantization-aware down-casting of embeddings for memory efficiency without significant recall loss.
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