add no max seq len limit to README

remove redundant model registration

switch automodel for automodelforseqclass

switch automodel for automodelforseqclass and ensure correct broadcast in loss computation

switch automodel for automodelforseqclass

remove locally saved tokenizer

remove locally saved tokenizer

remove locally saved tokenizer

fix architecture diagram

Delete outputs/architecture.png

fix architecture diagram

Delete outputs/architecture.png

small formatting fix

swap log for log 2 in entropy computation

Delete outputs/ridge_epistemic.png

Delete outputs/ridge_aleatoric.png

Delete outputs/neutral_scatters.png

Delete outputs/fear_scatters.png

Delete outputs/f1_rejection_epistemic.png

Delete outputs/confusion_matrix.png

Delete outputs/admiration_scatters.png

Add "encoder" to V2 README

fix hf space link

add HF Space UI & API url

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

fix self.config.return_dict

Update README.md

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

UPDATE EmCoder TO V2

Delete outputs/workflow.png

Delete outputs/ridge_epistemic.png

Delete outputs/ridge_aleatoric.png

Delete outputs/f1_rejection_epistemic.png

Delete outputs/epistemic_unc_scatter.png

Delete outputs/architecture.png

Delete outputs/aleatoric_unc_scatter.png

Delete README.md

Delete configuration_emcoder.py

Delete modeling_emcoder.py

Delete tokenizer.json

Delete tokenizer_config.json

Delete train_state.json

Delete train_config.json

Delete thresholds.json