Shypd.aiThe largest open index of AI toolsMultimodal-GPT is an open-source AI tool for training multimodal chatbots using visual and language instructions. It leverages the OpenFlamingo model to create visual instruction data and supports various vision and language tasks.
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Multimodal-GPT is an open-source project designed for training advanced multimodal chatbots capable of understanding and responding to both visual and language instructions. Built upon the OpenFlamingo model, it facilitates the creation of diverse visual instruction data by integrating open datasets from sources like VQA, Image Captioning, Visual Reasoning, Text OCR, and Visual Dialogue. The tool also enhances its language model component through training with language-only instruction data. This joint training approach significantly boosts the model's overall performance. Key features include support for various vision and language instruction data, parameter-efficient fine-tuning with LoRA, and the ability to tune vision and language simultaneously for complementary improvements. It's ideal for researchers and developers looking to build sophisticated conversational AI systems.
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