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LLM Inference Speed (Tech Deep Dive)
Manage episode 379027520 series 3514761
Content provided by Daniel Reid Cahn. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Daniel Reid Cahn or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
In this tech talk, we dive deep into the technical specifics around LLM inference.
The big question is: Why are LLMs slow? How can they be faster? And might slow inference affect UX in the next generation of AI-powered software?
We jump into:
- Is fast model inference the real moat for LLM companies?
- What are the implications of slow model inference on the future of decentralized and edge model inference?
- As demand rises, what will the latency/throughput tradeoff look like?
- What innovations on the horizon might massively speed up model inference?
26 episodes
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Manage episode 379027520 series 3514761
Content provided by Daniel Reid Cahn. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Daniel Reid Cahn or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
In this tech talk, we dive deep into the technical specifics around LLM inference.
The big question is: Why are LLMs slow? How can they be faster? And might slow inference affect UX in the next generation of AI-powered software?
We jump into:
- Is fast model inference the real moat for LLM companies?
- What are the implications of slow model inference on the future of decentralized and edge model inference?
- As demand rises, what will the latency/throughput tradeoff look like?
- What innovations on the horizon might massively speed up model inference?
26 episodes
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Similar to Thinking Machines: AI & Philosophy
Redefining AI is the 2024 New York Digital Award winning tech podcast! Discover a whole new take on Artificial Intelligence in joining host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and ...
…
continue reading
BBC Radio 5 live’s award winning gaming podcast, discussing the world of video games and games culture.
…
continue reading
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…
continue reading
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…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Catalyst, a Launch by NTT DATA podcast, puts humans at the front and center of digital transformation. Each week, we feature thought leaders who share their insights on reinventing digital experiences, enhancing customer journeys, and driving innovation in the enterprise. From platform transformation to the latest advancements in AI, our guests delve into the challenges and triumphs of digital transformation, emphasizing the critical role of human ingenuity and leadership. Learn more about L ...
…
continue reading
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…
continue reading
We help founders make something people want.
…
continue reading
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Go offline with the Player FM app!
Go offline with the Player FM app!
