DeepSeek’s Origin Story & How to Run R1 Locally

DeepSeek’s Origin Story & How to Run R1 Locally

January 29, 2025

As DeepSeek’s new reasoning model shakes up the AI landscape, two major questions emerge: Who’s behind this groundbreaking innovation, and what’s their secret? Researchers are racing to uncover the answers. Meanwhile, here’s a quick guide on running R1 locally via LM Studio.

AI Insights

?? DeepSeek’s Origin: The Unlikely Story of R1

?? ChatGPT Goes to Washington: OpenAI’s New Government Partnership

?? How to Run DeepSeek R1 Locally

?? The Unexpected Winners of the DeepSeek Shakeup

?? 5 AI Tools to Boost Your Productivity


DeepSeek’s Unlikely Origin Story

DeepSeek’s founder,?Liang Wenfeng, didn’t set out to build an AI empire—he was simply obsessed with numbers. At 40? he has become one of AI’s biggest names, yet his journey started with a passion for mathematics and a knack for algorithmic stock market analysis.

“People may think there’s some hidden business logic behind this, but it’s mainly driven by curiosity,” says Liang.

Despite having limited funding, outdated Nvidia chips, and just 20 months of development, Liang’s team rivaled OpenAI’s breakthroughs. Even Mark Chen, OpenAI’s Chief Research Officer, acknowledged DeepSeek’s achievements, noting how they independently discovered some of the same key ideas that led to OpenAI’s own advancements.


ChatGPT’s Government Expansion

ChatGPT has officially introduced a tailored version for the U.S. government. This initiative aims to help agencies integrate AI securely and efficiently,. Over?90,000 federal, state, and local government users?have sent 18 million messages?through the platform.

Key Benefits:

?? Self-hosting for enhanced security ?? Compliance with government regulations ?? AI-powered efficiency for agencies


How to Run DeepSeek R1 Locally

A step-by-step guide using LM Studio

1?? Download LM Studio – Select your operating system and install the software.

2?? Open LM Studio and go to the ‘Discover’ tab.

3?? Find & Download ‘DeepSeek R1 Distill QU 7B’ or ‘DeepSeek R1 D Llama’.

4?? Locate the Model under ‘My Models’ and select it.

5?? Start Chatting – Click ‘New Chat’, enter your prompt, and hit Send!

6?? Wait for a Response – The model will generate detailed reasoning.


Who Benefited from DeepSeek’s Disruption?

While DeepSeek’s emergence rattled U.S. tech giants, a few unexpected winners surfaced:

?? Apple: Initially criticized for its slow AI adoption, Apple’s reliance on third-party AI now looks like a strategic advantage. Instead of pouring billions into proprietary models, Apple can simply integrate open-source AI like R1.

?? Meta: Since DeepSeek aligns with Meta’s open-source AI vision, the company remains unscathed and could even benefit from the shakeup.

?? Venture Capitalists: Investors believe R1’s release could spur faster AI innovation in the U.S. Garry Tan (Y Combinator President) predicted that “a thousand flowers will bloom” from this disruption.

?? AWS & Cloud Providers: With R1 offering strong performance at a lower cost, enterprise clients are eager to integrate it into their workflows.


AI Tools to Supercharge Your Productivity

? Bulletpen: AI that turns spoken thoughts into polished writing.

? Nowadays: An AI assistant that books venues and negotiates deals for corporate events.

? Lido: Extract data from PDFs (invoices, contracts) and turn them into clean spreadsheet tables.

? Omakase AI: Instantly convert your website into an AI-driven retail experience.

? Sense: Organizes resources and updates across apps for smarter search functionality.


?? AI & Tech News You Should Know

?? Alibaba’s Qwen2.5-Max beats DeepSeek’s V3 and Meta’s Llama 3.1 in AI benchmarks.

Alibaba has recently unveiled its latest artificial intelligence model, Qwen 2.5-Max, which the company claims surpasses leading models such as DeepSeek's V3 and Meta's Llama 3.1 in various benchmark tests.

Key Highlights:

  • Performance Benchmarks: In evaluations like Arena-Hard, LiveBench, LiveCodeBench, and GPQA-Diamond, Qwen 2.5-Max demonstrated superior performance compared to DeepSeek V3.
  • Model Architecture: Qwen 2.5-Max employs a Mixture-of-Experts (MoE) architecture, which enhances its ability to handle diverse tasks by routing different inputs to specialized expert networks within the model.
  • Training Data: The model was trained on an extensive dataset exceeding 20 trillion tokens, aiming to improve its understanding and generation of human-like text.

This development comes amid a competitive surge in the AI industry, with companies striving to advance their models' capabilities. DeepSeek's recent releases, including the V3 and R1 models, have notably impacted the tech sector, prompting rapid responses from competitors.

Alibaba's announcement underscores the dynamic and fast-evolving nature of AI research, highlighting the ongoing efforts by major tech firms to push the boundaries of artificial intelligence.

?? MiniMax introduces a powerful text-to-video model with smoother transitions.

MiniMax has recently introduced an advanced AI-driven text-to-video model that significantly enhances the quality of generated videos, particularly in terms of realism and smooth transitions. This development represents a notable advancement in AI-generated video content.

Key Features:

  • Smooth Transitions: The model excels in creating seamless transitions between frames, resulting in fluid and natural motion throughout the video.
  • High-Quality Output: By leveraging cutting-edge AI models, MiniMax ensures that each video produced boasts rich visuals and engaging storytelling, enhancing the overall viewing experience.
  • Realism: The AI's capability to generate lifelike videos from text prompts allows for the creation of content that closely mirrors real-world scenarios, making the output more relatable and impactful.

User Experience:

Users have reported that MiniMax's platform is user-friendly, allowing for the easy creation of videos by inputting text prompts. The system processes these prompts to generate high-resolution videos with smooth transitions and realistic motion, making it accessible for users without extensive technical expertise.

This innovation by MiniMax is poised to significantly impact content creation, offering creators a powerful tool to produce high-quality video content efficiently.


?? SBinfowaves gears up to virtual teams for AI development.


Until next time, Alexander M. Orlando

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