Hello and welcome back to our daily exploration of the technology universe. It's great to have you with us for another day of discoveries in future technologies! 🤖

The machines are humming, and we've got some electrifying content for you:

📰 Daily Technology News: Oracle Empowers HR Software with Generative AI and More!

🧠 Deeptech ThinkTank: Introducing vLLM: A Game-Changing Open-Source Library

💡 Recommendations: Digital Health Today 360 with Dan Kendall

🚀 Startup Spotlight: Today’s startups are changing the world!

🖼️ Today's AI image pick: McDonalds on the moon 🌙

You can support us and our mission to spread knowledge and news about deeptech tremendously by sharing it with just 1 friend 🙂 Thank you very much!

📰 Daily Technology News

🧠 Deeptech ThinkTank

Introducing vLLM: A Game-Changing Open-Source Library

The University of California, Berkeley, has developed vLLM, an open-source library that addresses the computational inefficiency of large language models (LLMs). LLMs, such as GPT-3, have transformed natural language understanding but face challenges due to their slow performance and resource-intensive training. The vLLM library offers a simpler, faster, and cost-effective alternative for LLM inference and serving. By introducing the concept of PagedAttention, which optimizes memory usage, the library achieves throughput levels 24 times higher than HuggingFace Transformers without modifications. It also enables efficient memory sharing during parallel sampling, reducing memory usage by 55% and increasing throughput by 2.2 times.

Key Takeaways

• vLLM is an open-source library developed to address the computational inefficiency of large language models.

• The library utilizes the PagedAttention mechanism to optimize memory usage and achieve significantly higher throughput.

• vLLM seamlessly integrates with popular HuggingFace models and supports parallel sampling, reducing memory usage and increasing throughput.
  

For more details, click here

💡 Recommendations

Digital Health Today 360 with Dan Kendall

Dan Kendall’s podcast explores the intersection of healthcare and technology. It features in-depth interviews with industry leaders, entrepreneurs, and innovators who are driving the digital transformation of healthcare. Through engaging conversations, Dan and his guests discuss various topics such as artificial intelligence, telemedicine, digital therapeutics, health data privacy, and patient empowerment. The podcast aims to provide insights into the latest trends, challenges, and opportunities in the rapidly evolving field of digital health. Listeners can expect to gain a better understanding of how technology is reshaping healthcare delivery, improving patient outcomes, and revolutionizing the healthcare industry as a whole.

Check it out on Apple Podcasts or Spotify

🚀 Startup Spotlight

Engage Al: Use Al to write insightful comments on Linkedin. (here)

LogMeOnce: An AI-powered password manager and identity theft protection tool. (here)

🖼️ Today's AI image picks: McDonalds on the moon 🌙

See more from the deck (here)

✨Enter the Deeptech spotlight: Get featured in the Machine Mind newsletter!

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Exiting the Network: Until our next Data Exchange

As we embark on yet another data-packed journey, let us not forget the promise of progress and the ever-expanding horizons of the deeptech world. Our mission remains the same - to decode the mysteries of the cyber realm and translate them into tangible insights that will guide us toward a better tomorrow.

So, let's power up our circuits, buckle up for an electrifying ride and make our mark on the digital frontier.

Thanks for plugging in - until our next data exchange!

Robert & Nino

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