DeepSeek-R1?
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DeepSeek-R1 is an open-source AI model that matches OpenAI's o1 in performance while being 90-95% more cost-effective 1
3. Built on a Mixture-of-Experts (MoE) architecture with 671 billion parameters, the model activates only 37 billion parameters per inference, making it highly efficient
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The model employs a sophisticated MoE architecture DeepSeek-V3 that enables selective parameter activation for each query
62. Key technical specifications include:
The model uses two key algorithms:
DeepSeek-R1 demonstrates impressive performance across various benchmarks 3:
For local deployment, the hardware requirements vary based on model size 51:
Minimum Requirements:
Installation Steps:
# For 8GB VRAM ollama run deepseek-r1 # For 12GB+ VRAM (higher quality) ollama run deepseek-r1:16b-lite-instruct-q5_K_M
DeepSeek-R1 can be accessed through multiple channels:
Web Interface: Available at chat.deepseek.com with "DeepThink" mode
API Access: Through platform.deepseek.com with competitive pricing:
Local Deployment: Available through Hugging Face under MIT license
DeepSeek has released six smaller, distilled versions of R1 for different computational requirements 3:
These distilled models maintain impressive performance, with the 32B and 70B variants matching OpenAI's o1-mini in various benchmarks 43.
While powerful, users should be aware of certain limitations:
The model represents a significant advancement in open-source AI, offering comparable performance to proprietary solutions while maintaining accessibility and cost-effectiveness for the broader AI community 3
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write an outline for a paper about DESIGNING digital twin EXPERIMENTS: COMPARATIVE STUDIES ON A digital twin
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Digital twin experiments require careful design and robust computational infrastructure to ensure accurate comparative studies. The integration of DeepSeek-R1's advanced reasoning capabilities with digital twin simulations enables sophisticated analysis and real-time decision-making 1
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For large-scale digital twin simulations using DeepSeek-R1's 671B parameter model, the following computational specifications are essential 2:
décris toute l'impact négatifs sur la compagnie "tesla" et leur actionnaires, qu'a provoqué "le salut nazi" de musk?
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La controverse du "salut nazi" d'Elon Musk lors de l'inauguration de Donald Trump en 2025 a eu des répercussions significatives sur Tesla et ses actionnaires. L'incident s'est produit lorsque Musk a fait un geste du bras tendu ressemblant au salut nazi lors d'un discours au Capital One Arena 1, suivi de blagues controversées sur les nazis et l'Holocauste sur X
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La situation s'est aggravée quand Musk a publié une série de jeux de mots faisant référence aux dirigeants nazis [(1)-^wrote^-Posts controversés sur X augmentant la
list job vancancies in johannesburg for a glass and aluminium sales rep
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Currently, there are several active job vacancies for glass and aluminium sales representatives in the Johannesburg/Gauteng area, with positions offering varying compensation packages and requirements 2
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Brooke House, a Building Glass Wholesaler based in Midrand, Johannesburg, is urgently seeking sales representatives with the following specifications 2:
Additional opportunities include positions at: