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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:
Suggest some low parameter local llm to get relevant tag for markdown notes.
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For efficient markdown note tagging and organization, lightweight local LLMs combined with VS Code offer the most practical solution 2. Here's a comprehensive guide on implementing this approach.
The most efficient setup combines LM Studio or Ollama for running lightweight models locally 4. These tools provide:
For markdown note tagging specifically, DeepSeek-R1 8B offers an excellent balance of performance and resource usage 4. This distilled model
Cosa dice l'opinione pubblica e la stampa sulla lite alla casa Bianca tra Trump e Zslesky
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A heated confrontation between US President Donald Trump and Ukrainian President Volodymyr Zelenskyy erupted in the Oval Office on February 28, 2025, leading to widespread reactions from global leaders, media outlets, and the public 1. The meeting, which was meant to focus on a potential US-Ukraine minerals deal, devolved into a shouting match that ended with Zelenskyy's abrupt departure from the White House.
The confrontation centered around Trump and Vice President JD Vance accusing Zelenskyy of being "disrespectful" toward the United States 2. Trump delivered what appeared to
Fammi un sesoconto completo dei fatti in Italiano
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Un durissimo scontro verbale si è verificato il 28 febbraio 2025 nello Studio Ovale tra il presidente americano Donald Trump e il presidente ucraino Volodymyr Zelensky, culminato con l'interruzione dell'incontro e l'annullamento della prevista conferenza stampa congiunta 1
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La tensione è esplosa quando Trump ha accusato Zelensky di "mettersi in una pessima posizione" e di "non avere le carte in mano" per un accordo di pace. Il presidente ucraino ha risposto seccamente: "Non sono venuto qui per giocare a carte" 1. Trump ha poi