| { | |
| "lang":"en", | |
| "name":"spacy_bert_small_ner", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.5.0,<3.6.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "LOC", | |
| "MISC", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9195615514, | |
| "ents_p":0.9214261575, | |
| "ents_r":0.9177044766, | |
| "ents_per_type":{ | |
| "ORG":{ | |
| "p":0.8857142857, | |
| "r":0.8553318419, | |
| "f":0.8702579666 | |
| }, | |
| "LOC":{ | |
| "p":0.9472834857, | |
| "r":0.9586281981, | |
| "f":0.9529220779 | |
| }, | |
| "MISC":{ | |
| "p":0.8685714286, | |
| "r":0.8242950108, | |
| "f":0.8458542014 | |
| }, | |
| "PER":{ | |
| "p":0.944944415, | |
| "r":0.9690553746, | |
| "f":0.95684803 | |
| } | |
| }, | |
| "transformer_loss":443.0115100189, | |
| "ner_loss":1178.851674284 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.2.2,<1.3.0" | |
| ] | |
| } |