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...In practice, this enables tasks like “find that small red icon next to the chart and describe it” where both the linguistic reference and the visual region are ambiguous without fine spatial reasoning.

DeepSeek-V4.1-Flash-1017 is an open-weight multimodal AI model developed by DeepSeek, designed for advanced reasoning, coding, agentic workflows, and visual understanding. As an updated version of DeepSeek-V4.1-Flash, it delivers improved performance across complex problem-solving, software engineering, autonomous task execution, and image-based reasoning. The model features 763 billion parameters and supports a context window of up to 1 million tokens, enabling it to process extensive...

DeepSeek-V4.1-Flash is an open-weight multimodal AI model developed by DeepSeek, designed for advanced reasoning, software engineering, agentic workflows, and long-context processing. Built on a Mixture-of-Experts (MoE) architecture with 763 billion total parameters, including a 552-billion-parameter backbone, the model combines high-performance intelligence with efficient inference through selective parameter activation. It supports a context window of up to 1 million tokens, enabling...