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Catching up on the weird world of LLMs
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Marks
Author(s):
Simon Willison
Location
Reis River Ranch
Date
jul Sun 30
Days Raw Files
Start
16:10
First Raw Start
15:51
Duration
00:25:00
Offset
0:18:58
End
16:35
Last Raw End
16:51
Chapters
00:00
0:12:44
Total cuts_time
39 min.
https://pretalx.northbaypython.org/nbpy-2023/talk/L8HPBK
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Large Language Models are the engines that power AI tools like ChatGPT, Bing and Bard. They are deeply weird, often frustrating and undeniably fascinating pieces of technology. This talk will attempt to summarize everything I've learned about them over the past year: how they are built, what they can do, what they can't do and how we can best tame them and use them to solve interesting problems. LLMs don't have to be large: I'll talk through the latest developments in openly licensed models you can run on your own devices, including on your phone and even in your web browser. I'll also discuss their as-yet unconquered security flaws, and the bewildering ethical implications of how they are trained and what they can damage.
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