Kyle Hill on How ChatGPT works internally

  • Thread starter jedishrfu
  • Start date
  • Tags
    chatgpt
In summary: He also mentions the importance of using diverse training data to avoid biased responses. In summary, Kyle Hill discusses the inner workings of ChatGPT, including the challenges faced by the team and the training and statistical analysis involved in selecting the best responses. He also emphasizes the importance of diverse training data and talks about using temperature settings and related tools to explore GPT models.
  • #1
15,124
9,670
Kyle Hill gets into the internals of how ChatGPT works:

 
  • Like
  • Informative
Likes Demystifier, nsaspook, Tom.G and 2 others
Computer science news on Phys.org
  • #2
Not complaining but I thought we weren't allowed to discuss pop sci in the forum
 
  • #3
Feynstein100 said:
Not complaining but I thought we weren't allowed to discuss pop sci in the forum
There are some PF forums where it may be appropriate, depending on the subject. I haven't watched the video above, but it sounds interesting. Posting videos as sources in the technical Physics and Math forums is almost never a good idea.
 
  • #4
This guy is a more serious if not silly science reporter and has some really good video content. He gets into some of the conceptual and technical challenges faced by the GPT team to make it work well. He cites the GPT-3.5 paper and provides insight into how things are done.
 
  • #5
It's a decent video that gently describes the basics of Large Language Models (LLMs) and how they function. It's not in the PopSci vein of "ChatGPT will end life as we know it!!!"
 
  • Like
Likes Demystifier and jedishrfu
  • #6
As a programmer, this was along the lines of something I wanted to see. I posted an earlier one in another thread where the presenter went through the GPT paper looking for things. But I haven't seen a followup to it.

Kyle is very emphatic when he says GPT is not sentient and that it doesn't know what its generating and then goes to show the extensive training and statistical analysis being used to select the best choice of words which was quite enlightening for me.
 
  • Like
Likes Tom.G
  • #7
Here's another interesting video on using ChatGPT:



The presenter talks about using the temperature setting to change GPT responses and shows some related tools you can use to explore GPT models.
 

Similar threads

7
Replies
212
Views
11K
Replies
8
Views
3K
Replies
3
Views
2K
Replies
3
Views
603
Replies
10
Views
2K
Replies
43
Views
9K
Replies
55
Views
7K
Back
Top