Re:A look at Apple’s new Transformer-powered predictive text...
by cztomsik on Monday September 18, 2023 @05:40AM
(#37554095)
It is very common for small models, and sometimes even 7B model gets stuck.
There was an article/paper showing that GPTs (whole family) quickly get confident in looping if there is anything loop-like in the window. So basically, as soon as it loops once, it will never get out of it.
Note that sometimes loops are desired, like with docstring in the code, always starting before the function definition, and other structural things.
There was an article/paper showing that GPTs (whole family) quickly get confident in looping if there is anything loop-like in the window. So basically, as soon as it loops once, it will never get out of it.
Note that sometimes loops are desired, like with docstring in the code, always starting before the function definition, and other structural things.