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September 29, 2025
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DeepSeek

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Text DeepSeek v2.5DeepSeek V3
SOTA
Open Source
Unravel the mystery of AGI with curiosity
DeepSeek website
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Overview

DeepSeek is an AI tool capable of supercharged reasoning, designed for long-term strategies to solve complex problems. This open-source model is specially designed to function effectively in various domains such as arithmetic, math, coding, and reasoning.

DeepSeek provides a web-based experience, along with an open API, offering users the ability to incorporate its learning and reasoning capabilities into their applications.

The model supports a generous context length, suitable for comprehensive interactions or tasks requiring significant context. DeepSeek is ranked highly on major model leaderboards, demonstrating its robust performance and effectiveness.

What sets DeepSeek apart is its capability to deliver impressive results for a variety of tasks, from simple knowledge retrieval and reasoning to complex mathematical problem-solving and coding tasks.

Its API offers cost-effective pricing for AI services, making it a viable choice for developers and businesses looking to leverage AI capabilities. DeepSeek is compatible with OpenAI APIs, enabling seamless integration with existing AI systems or platforms.

Moreover, DeepSeek makes its research and models available for open-source contributions, further driving advances in the field.

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Releases

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DeepSeek v3.2
Sep 29, 2025
Introduced DeepSeek Sparse Attention (DSA) for more efficient long-context handling.

API cost reduced by ~50% compared to V3.1.

Improved benchmarks in math/reasoning (e.g., AIME up), with small trade-offs in some knowledge tasks.

Both deepseek-chat and deepseek-reasoner models upgraded to V3.2 weights.

Added native support/optimizations for Chinese accelerators (Huawei Ascend, Cambricon, Hygon) alongside Nvidia GPUs.
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