| { | |
| "lang":"de", | |
| "name":"GPTNERMED_gbert", | |
| "version":"1.0.0", | |
| "description":"Gbert-based model of the GPTNERMED German NER model for medical entities.", | |
| "author":"Johann Frei", | |
| "email":"johann.frei@informatik.uni-augsburg.de", | |
| "url":"https://github.com/frankkramer-lab/GPTNERMED", | |
| "license":"", | |
| "spacy_version":">=3.4.1,<3.5.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "Diagnose", | |
| "Dosis", | |
| "Medikation" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9114988438, | |
| "ents_p":0.9022055764, | |
| "ents_r":0.9209855565, | |
| "ents_per_type":{ | |
| "Medikation":{ | |
| "p":0.9348697395, | |
| "r":0.9569230769, | |
| "f":0.9457678662 | |
| }, | |
| "Dosis":{ | |
| "p":0.9231824417, | |
| "r":0.9033557047, | |
| "f":0.9131614654 | |
| }, | |
| "Diagnose":{ | |
| "p":0.8313609467, | |
| "r":0.8864353312, | |
| "f":0.8580152672 | |
| } | |
| }, | |
| "transformer_loss":328.8258853568, | |
| "ner_loss":569.2134757158 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.9,<1.2.0" | |
| ] | |
| } |