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 ...

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.

Jan 23, 2025 · DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without supervised 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 30, 2025 · DeepSeek-R1 is a perfect example of this scaling law, demonstrating why accelerated computing is critical for the demands of agentic AI inference. As models are allowed to iteratively “think” through the problem, they create more output tokens and longer generation cycles, so model quality continues to scale.

DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks. To support the research community, we have open-sourced DeepSeek-R1-Zero, DeepSeek-R1, and six dense models distilled from DeepSeek-R1 based on Llama and Qwen.

Jan 21, 2025 · DeepSeek-R1 is an open-source reasoning model developed by DeepSeek, a Chinese AI company, to address tasks requiring logical inference, mathematical problem-solving, and real-time decision-making.

deepseek-ai / DeepSeek-R1 Public. Notifications You must be signed in to change notification settings; Fork 7.9k; Star 62.1k. Code; Issues 162; Pull requests 31; Actions; Projects 0; Security; Insights; Files main. Breadcrumbs. DeepSeek-R1 / DeepSeek_R1.pdf. Copy …

Jul 25, 2024 · 🛠️ DeepSeek-R1: Technical Highlights. 📈 Large-scale RL in post-training. 🏆 Significant performance boost with minimal labeled data. 🔢 Math, code, and reasoning tasks on par with OpenAI-o1. 📄 More details: https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf