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stevenwaterman / musetree

AI Music Generation for the Real World
http://musetree.stevenwaterman.uk/
MIT License
239 stars 33 forks source link

Figure out what truncation does #23

Open stevenwaterman opened 4 years ago

stevenwaterman commented 4 years ago

The Musenet API takes 2 extra parameters that aren't controllable through their frontend - temperature and truncation. The app is set up to change those, but I don't know what they do. Try to figure out what they do and if they're useful re-add them to the generation options

farfromsubtle commented 4 years ago

So from what I have read and in my experience using mrcheeze's implementation, temperature determines how adventurous the model is allowed to get. Where 1 is average and 2 is complete chaos. I know that Open AI said the sweet spot was somewhere between 0.9 and 1.1

I can say this has been useful in the past when you need to break the model out of a loop it has gotten too comfortable with and coax it in a different direction. Choosing a different genre can do this but it is a gradual change where the temperature seemed to be a very drastic and immediate measure.

stevenwaterman commented 4 years ago

Amazing, i will add temperature to the generation options menu + give it a tooltip that explains what it means

stevenwaterman commented 4 years ago

Temperature add 2.4.0