LocalLLaMA
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ChatGPT appears to be able to generate music in lilypond notation. It gets the notation, but not the music. You could probably fine tune a model on some lilypond files to get better results.
I tried getting it to write out a simple melody using MIDI note numbers once. I didn't think of asking it for LilyPond format, I couldn't think of a text-based format for music notation at the time.
It was able to produce a mostly accurate output for a few popular children's songs. It was also able to "improvise" a short blues riff (mostly keeping to the correct scale, and showing some awareness of/reference to common blues themes), and write an "answer" phrase (which was suitable and made musical sense) to a prompt phrase that I provided.