Sync new model/ code (binary reliability head)

Debug: log reliability_binary flag + reliability_head shape + ckpt info

Robust extraction of positive-class prob from r_probs (any shape)

Handle 1D r_probs shape (batch=1 case)

Switch to binary reliability head; rename probability label to P(positive)

Update default example sequence to insulin preproprotein

Update default example sequence

Update default example sequence

UI polish: logo, human-readable reliability, default ubiquitin sequence

Pin fastapi/starlette to versions compatible with gradio 4.44.1

Point to new ckpt filename (checkpoint.ckpt)

Add rouge-score/anthropic/openai; make deepspeed import optional

Add web.py + cheroot (opendelta transitive deps)

Install tk system lib (opendelta imports turtle)

Install weasel --no-deps too

Install spacy --no-deps to avoid typer conflict with gradio

Add lavis transitive deps (decord, ftfy, spacy, ...)

Initial ProtTale Space

initial commit