Update README.md

Update README.md

fix add-own-model bug, less nice but its late, updated markdown,

Add OLM model as example. Fix func name typo

Add model dict & set up instructions

adding model card link direct in app.py

Update displayed text for link to paper

linking to model card for arXiv paper to demo association

Update paper link

Update app.py

updated for parity with ICML version

examples without occupations for gender nudge. break down directions more.

simplify text more. Update DAG image

Text more brief. Update image w css attempt

rem job from date exmple. fix bug not masking capitalized pronouns.

update gitignore

striping spaces from pipeline pred, to unable scoring roberta preds

More typo and document fixes

Typo and document fixes

reordering markdown for readability

importing right random. making imports prettier

Support user-added models, return n-fit, doc improvement, rand output display text

fig narrower, clean up text, rem overlapping plot label

Update app.py

rem n_fit, add descript, both plots same row

adding torch

add requirements

works on vs code...

initial commit