| { | |
| "lang":"de", | |
| "name":"GPTNERMED_GottBERT", | |
| "version":"1.0.0", | |
| "description":"GottBERT-based model of the GPTNERMED German NER model for medical entities.", | |
| "author":"Johann Frei", | |
| "email":"[email protected]", | |
| "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":{ | |
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| "ents_p":0.9173764906, | |
| "ents_r":0.9150382328, | |
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| "p":0.9520333681, | |
| "r":0.9364102564, | |
| "f":0.9441571872 | |
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| "Dosis":{ | |
| "p":0.9382889201, | |
| "r":0.8979865772, | |
| "f":0.9176954733 | |
| }, | |
| "Diagnose":{ | |
| "p":0.8461538462, | |
| "r":0.9022082019, | |
| "f":0.8732824427 | |
| } | |
| }, | |
| "transformer_loss":313.6635558275, | |
| "ner_loss":503.0602104092 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.9,<1.2.0" | |
| ] | |
| } |