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Multimodal Models

Performance Evaluation Visual and Textual Processing Capabilities Visual and Textual Understanding Image Processing Reasoning Integration Data Processing Applications Contextual Understanding Text and Image Processing GPT-4o Image and Text Processing Integration of Text and Images Image Generation Pixtral 12B Vision Language Models Visual Understanding Vision-Language Tasks Visual and Textual Data Processing Nova Family Video Generation Visual Capabilities Context Windows Model Performance Training Data Input Processing Text Use Cases MM1 GPT-4 Turbo with Vision Vision Capabilities Vision Analysis Nova 2 Models Scalability Expertise Visual Data Processing Evaluation Methods Visual Perception Contextual Capabilities GLM-4.6V Qwen2.5-VL-7B AI in Media Vision-Language Models Visual Language Models Knowledge Acquisition Early-Fusion Architecture Training Challenges Chameleon Model Language Understanding Image and Text Inputs Language Processing Input/Output Handling Input Formats Future Developments Image and Video Processing Gemini Updates