This Day in AI Brand
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- DeepSeek-VL is an open-source Vision-Language (VL) Model optimized for real-world applications, focusing on diverse, scalable data covering practical scenarios like web screenshots, PDFs, OCR, charts, and knowledge-based content. It uses a hybrid vision encoder for efficient high-resolution image processing and maintains strong language abilities through an effective VL pretraining strategy.
- The model is designed to improve user experience in practical applications by creating a use case taxonomy from real user scenarios and fine-tuning with an instruction tuning dataset. This approach leads to superior performance as a vision-language chatbot, achieving state-of-the-art or competitive results across various visual-language benchmarks while preserving robust language-centric benchmark performance.
- DeepSeek-VL is available in both 1.3B and 7B model sizes, made publicly accessible to encourage further innovation. It demonstrates its effectiveness across a wide range of tasks including chatbot functionality, language modeling, multimodal deep learning, OCR, and visual question answering, among others.
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