Checkpoint	Feature Mode	Validation Entity F1
`parser_giant_v4_fixed/best.pt`	zero features	`0.0543892926`
this checkpoint	true features	`0.9651912333`
this checkpoint	zero features	`0.9652572991`
this checkpoint	no features (`None`)	`0.8276018305`

bibr's runtime parser should continue passing all-zero token_features, not None, because the feature projection bias is part of the trained forward path.

Files

best.pt - PyTorch state dict for FeatureGatedEncoderCRF
metrics.json - training validation summary
report.txt - per-field validation classification report
tag_config.json - tag metadata from bibr_training.tags

scienceverse/bibr-parser-v4-5-gold

bibr Parser v4.5 Gold

Training

Validation

Files

scienceverse/
bibr-parser-v4-5-gold