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Re:GPT-4 is coming next week – and it will be multimodal, sa... by jerrygenser on Thursday March 09, 2023 @10:01PM (#35089918)
Some of these large models are able to do zero shot learning and perform tasks they weren't explicitly trained on since the training objective is very general.

Being able to perform more advanced types of zero shot learning tasks would be comparable and further the accuracy on those tasks can be evaluated

Re:GPT-4 is coming next week – and it will be multimodal, sa... by dmix on Thursday March 09, 2023 @10:12PM (#35089964)
Any chance this could improve coding LLMs like Co-pilot? Or would that sort of thing be limited to source code feeds (not that Github has a shortage).
Re:GPT-4 is coming next week – and it will be multimodal, sa... by refulgentis on Thursday March 09, 2023 @11:09PM (#35090262)
The next big step for coding LLMs will be context window increases, leaked docs have OpenAI pricing for up to 16K I believe, 4x the current maximum. Now you're talking "write a class" instead of this line and maybe sometimes a method
Re:GPT-4 is coming next week – and it will be multimodal, sa... by williamcotton on Thursday March 09, 2023 @11:29PM (#35090399)
It can already reliably write a todo web browser application.

With 16k and some other techniques, I’m guessing it could write a custom CMS database backed web application.

Re:GPT-4 is coming next week – and it will be multimodal, sa... by flangola7 on Thursday March 09, 2023 @11:48PM (#35090506)
Not 16k, 32k. 8x the current window.
Re:GPT-4 is coming next week – and it will be multimodal, sa... by refulgentis on Friday March 10, 2023 @12:16AM (#35090662)
Nice
Re:GPT-4 is coming next week – and it will be multimodal, sa... by dmix on Friday March 10, 2023 @12:09AM (#35090617)
What is 16k referring to here
Re:GPT-4 is coming next week – and it will be multimodal, sa... by refulgentis on Friday March 10, 2023 @12:19AM (#35090677)
I’ve begun to grok it as “the amount of ram I have to play in before I have to start sharding work”

more literally and correctly, it’s the maximum number of tokens in the input and output, combined, where a token is 4/3 of a word

So we’re shifting from 5K words maximum to 40K (per sibling comment, who pointed out 32K context leaked as well)

Re:GPT-4 is coming next week – and it will be multimodal, sa... by MattRix on Friday March 10, 2023 @01:08AM (#35090985)
A minor correction: a token is 3/4 of a word. ie. it’s slightly smaller than a word, not larger.