| { |
| "lang":"en", |
| "name":"scibert_ScienceIE", |
| "version":"0.0.0", |
| "description":"", |
| "author":"", |
| "email":"", |
| "url":"", |
| "license":"", |
| "spacy_version":">=3.1.1,<3.2.0", |
| "spacy_git_version":"ffaead8fe", |
| "vectors":{ |
| "width":0, |
| "vectors":0, |
| "keys":0, |
| "name":null |
| }, |
| "labels":{ |
| "transformer":[ |
|
|
| ], |
| "ner":[ |
| "MATERIAL", |
| "PROCESS", |
| "TASK" |
| ] |
| }, |
| "pipeline":[ |
| "transformer", |
| "ner" |
| ], |
| "components":[ |
| "transformer", |
| "ner" |
| ], |
| "disabled":[ |
|
|
| ], |
| "_sourced_vectors_hashes":{ |
|
|
| }, |
| "performance":{ |
| "ents_f":0.9907457812, |
| "ents_p":0.9891304348, |
| "ents_r":0.9923664122, |
| "ents_per_type":{ |
| "MATERIAL":{ |
| "p":1.0, |
| "r":0.994269341, |
| "f":0.9971264368 |
| }, |
| "PROCESS":{ |
| "p":0.9847328244, |
| "r":0.9923076923, |
| "f":0.9885057471 |
| }, |
| "TASK":{ |
| "p":0.9777777778, |
| "r":0.9887640449, |
| "f":0.9832402235 |
| } |
| }, |
| "transformer_loss":3702.4945985015, |
| "ner_loss":2165.816607101 |
| }, |
| "requirements":[ |
| "spacy-transformers>=1.0.3,<1.1.0" |
| ] |
| } |