Why is the StyleTTS2 fine-tuned checkpoint file size larger than the original?
#3
by
umerahsan
- opened
The original checkpoint file for StyleTTS2 is around 771 MB, but after fine-tuning, the checkpoint size increases significantly eg vokan it’s around 2.04 GB. The model parameters and inference code remain unchanged, so what causes this increase in file size?
Hi, Those may have optimizer states for various modules inside this net. I've seen the original author of STTS sometimes removing those to make the weights smaller.
2.04GB is very natural.
Korakoe
changed discussion status to
closed
Hi, Yes the fine-tuned files do have optimizer states. I appreciate your reply. Thank you!