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We know that AI is rapidly growing. do we have any large language models (LLMs) to process images, pdf documents directly (fine-tune approach) for text generation tasks?

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Yes, there are open multimodal LLMs that you can fine-tune yourself, like LlaVa, NextGPT, IDEFICS or SPHINX.

Closed multimodal LLMs like GPT-4v don't offer a way to fine-tune them yet.

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