DeepSeek VL: Towards Real World Vision LanguageUnderstanding This is the transformers version of Deepseek VL, a foundation model for Visual Language Modeling. Table of Contents DeepSeek VL: Towards Real World Vision LanguageUnderstanding Table of Contents Model Details Model Sources How to Get Started with the Model Training Details Training Data Training Pipeline Training Hyperparameters Evaluation Citation Model Card Authors Model Details Deepseek VL was introduced by the DeepSeek AI team. It is a vision language model (VLM) designed to process both text and images for generating contextually relevant responses. The model leverages LLaMA as its text encoder, while SigLip is used for encoding images. The abstract from the paper is the following: We present DeepSeek VL, an open source Vision Language (VL) Model designed for real world vision and language understanding applications. Our approach is structured around three key dimensions: We strive to ensure our data is diverse, scalable, and extensively covers real world scenarios including web screenshots, PDFs, OCR, charts, and knowledge based content, aiming for a comprehensive representation of practical contexts. Further, we cr…
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