Instructions to use beki/en_spacy_pii_distilbert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use beki/en_spacy_pii_distilbert with spaCy:
!pip install https://huggingface.co/beki/en_spacy_pii_distilbert/resolve/main/en_spacy_pii_distilbert-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("en_spacy_pii_distilbert") # Importing as module. import en_spacy_pii_distilbert nlp = en_spacy_pii_distilbert.load() - Notebooks
- Google Colab
- Kaggle
Download meta.json from beki/en_spacy_pii_distilbert: direct link, hf CLI and curl.
- Browser
- Download file 1.32 kB
-
https://huggingface.co/beki/en_spacy_pii_distilbert/resolve/main/meta.json
- Command line
-
hf download hf://beki/en_spacy_pii_distilbert/meta.json
-
curl -L -o meta.json https://huggingface.co/beki/en_spacy_pii_distilbert/resolve/main/meta.json
1.32 kB
| { | |
| "lang":"en", | |
| "name":"spacy_pii_distilbert", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.4.1,<=3.8.2", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "DATE_TIME", | |
| "LOC", | |
| "NRP", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9542229703, | |
| "ents_p":0.9530385872, | |
| "ents_r":0.9554103008, | |
| "ents_per_type":{ | |
| "LOC":{ | |
| "p":0.9765889346, | |
| "r":0.9701126453, | |
| "f":0.9733400173 | |
| }, | |
| "PER":{ | |
| "p":0.9695455151, | |
| "r":0.9757880617, | |
| "f":0.9726567723 | |
| }, | |
| "ORG":{ | |
| "p":0.8995199651, | |
| "r":0.908139663, | |
| "f":0.9038092628 | |
| }, | |
| "DATE_TIME":{ | |
| "p":0.9189212854, | |
| "r":0.9294190577, | |
| "f":0.9241403601 | |
| }, | |
| "NRP":{ | |
| "p":0.9720291027, | |
| "r":0.9707734539, | |
| "f":0.9714008725 | |
| } | |
| }, | |
| "transformer_loss":611.5485249757, | |
| "ner_loss":560.0188104431 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.8,<1.2.0" | |
| ] | |
| } |