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360 Tech Engineering
360 Tech Engineering
Jun 25, 2023 · Artificial Intelligence

Visual Capability as a Fundamental Requirement for AGI and the SEEChat Multimodal Dialogue Model

The article reviews why visual ability is essential for artificial general intelligence, compares native multimodal and expert‑stitching integration approaches, details the architectures of models such as KOSMOS‑1, PALM‑E, Flamingo, BLIP‑2, LLAVA, miniGPT‑4, and introduces the SEEChat project that fuses CLIP vision encoders with chatGLM6B via a projection layer, presenting its training pipeline, experimental results, and future directions.

AGIModel FusionSEEChat
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Visual Capability as a Fundamental Requirement for AGI and the SEEChat Multimodal Dialogue Model