config defaults to FA2, code snippet in README shows explicit argument in `from_pretrained`

change example code's default to FA2

update readme regarding FA2

make flash attention usage configurable from user code

correct the paper reference (#25)

Update README.md (#14)

Update README

Update README

Update README

Update README

Update README

chore(root): Initial files upload.

initial commit