However, DeepSeek-R1-Zero encounters challenges such as endless repetition, poor readability, and language mixing. To address these issues and further enhance reasoning performance, we introduce DeepSeek-R1, which incorporates cold-start data before RL. DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks.

🎉 DeepSeek-R1 is now live and open source, rivaling OpenAI's Model o1. Available on web, app, and API. Click for details. Free access to DeepSeek-V3. Experience the intelligent model. DeepSeek-V3 achieves a significant breakthrough in inference speed over previous models.

Jan 29, 2025 · DeepSeek R1 is now available in the model catalog on Azure AI Foundry and GitHub, joining a diverse portfolio of over 1,800 models, including frontier, open-source, industry-specific, and task-based AI models. As part of Azure AI Foundry, DeepSeek R1 is accessible on a trusted, scalable, and enterprise-ready platform, enabling businesses to seamlessly integrate advanced AI while meeting SLAs ...

DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without super-vised fine-tuning (SFT) as a preliminary step, demonstrates remarkable reasoning capabilities. Through RL, DeepSeek-R1-Zero naturally emerges with numerous powerful and intriguing reasoning behaviors.

Jan 22, 2025 · DeepSeek-R1 achieves performance comparable to OpenAI-o1-1217 on reasoning tasks. To support the research community, we open-source DeepSeek-R1-Zero, DeepSeek-R1, and six dense models (1.5B, 7B, 8B, 14B, 32B, 70B) distilled from DeepSeek-R1 …

DeepSeek-R1 is a first-generation reasoning model trained using large-scale reinforcement learning (RL) to solve complex reasoning tasks across domains such as math, code, and language. The model leverages RL to develop reasoning capabilities, which are further enhanced through supervised fine-tuning (SFT) to improve readability and coherence.

Experience DeepSeek-R1, a breakthrough in AI reasoning capabilities, achieving exceptional performance in mathematics, programming, and complex problem-solving through innovative reinforcement learning.

6 days ago · In this article, you learn about DeepSeek-R1 and how to use them. DeepSeek-R1 excels at reasoning tasks using a step-by-step training process, such as language, scientific reasoning, and coding tasks. It features 671B total parameters with 37B active parameters, and 128k context length.

Jan 30, 2025 · DeepSeek-R1 is an open model with state-of-the-art reasoning capabilities. Instead of offering direct responses, AI models like DeepSeek-R1 perform reasoning through the chain-of-thought method to generate the best answer.

Jan 31, 2025 · DeepSeek-R1, a powerful large language model featuring reinforcement learning and chain-of-thought capabilities, is now available for deployment via Amazon Bedrock and Amazon SageMaker AI, enabling users to build and scale their generative AI applications with minimal infrastructure investment to meet diverse business needs.