Instructions to use willem640/grc_grammateus_classifier_documentary_greberta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use willem640/grc_grammateus_classifier_documentary_greberta with spaCy:
!pip install https://huggingface.co/willem640/grc_grammateus_classifier_documentary_greberta/resolve/main/grc_grammateus_classifier_documentary_greberta-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("grc_grammateus_classifier_documentary_greberta") # Importing as module. import grc_grammateus_classifier_documentary_greberta nlp = grc_grammateus_classifier_documentary_greberta.load() - Notebooks
- Google Colab
- Kaggle
| { | |
| "lang":"grc", | |
| "name":"grammateus_classifier_documentary_greberta", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.8.7,<3.9.0", | |
| "spacy_git_version":"4b65aa7", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "textcat":[ | |
| "Epistolary Exchange", | |
| "Objective Statement", | |
| "Recording of Information", | |
| "Transmission of Information" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "textcat" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "textcat" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "cats_score":0.9470167007, | |
| "cats_score_desc":"macro F", | |
| "cats_micro_p":0.9491525424, | |
| "cats_micro_r":0.9491525424, | |
| "cats_micro_f":0.9491525424, | |
| "cats_macro_p":0.952328937, | |
| "cats_macro_r":0.9433497537, | |
| "cats_macro_f":0.9470167007, | |
| "cats_macro_auc":0.9931490193, | |
| "cats_f_per_type":{ | |
| "Epistolary Exchange":{ | |
| "p":0.9482758621, | |
| "r":0.9482758621, | |
| "f":0.9482758621 | |
| }, | |
| "Objective Statement":{ | |
| "p":0.9230769231, | |
| "r":1.0, | |
| "f":0.96 | |
| }, | |
| "Recording of Information":{ | |
| "p":0.962962963, | |
| "r":0.8965517241, | |
| "f":0.9285714286 | |
| }, | |
| "Transmission of Information":{ | |
| "p":0.975, | |
| "r":0.9285714286, | |
| "f":0.9512195122 | |
| } | |
| }, | |
| "transformer_loss":19.2871525723, | |
| "textcat_loss":8.5650548864 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.3.9,<1.4.0", | |
| "spacy>=3.8.7,<3.9.0" | |
| ] | |
| } |