Shypd.aiThe largest open index of AI toolsMGM (Mini-Gemini) is an open-source AI framework that supports a range of dense and MoE Large Language Models (LLMs) from 2B to 34B. It enables simultaneous image understanding, reasoning, and generation.
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MGM (Mini-Gemini) is an official repository for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models." This open-source framework supports a series of dense and Mixture-of-Experts (MoE) Large Language Models (LLMs) ranging from 2B to 34B parameters. It is designed to facilitate image understanding, reasoning, and generation concurrently. Built upon the LLaVA framework, MGM also supports LLaMA3-based models. Key features include dual vision encoders for low and high-resolution visual embeddings, patch info mining for detailed region analysis, and an LLM for integrating text with images for both comprehension and generation. The repository provides models, data, and scripts for training and evaluation, making it a comprehensive resource for researchers and developers in multimodal AI.
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