[ao][sparsity] README for data sparsifier lightning callbacks (#81813)
The README contains instructions on using the lightning callbacks to sparsify the
model during and post training.
Test Plan: None
Pull Request resolved: https://github.com/pytorch/pytorch/pull/81813
Approved by: https://github.com/z-a-f
