Instructions to use pandma/es_billy with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use pandma/es_billy with spaCy:
!pip install https://huggingface.co/pandma/es_billy/resolve/main/es_billy-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("es_billy") # Importing as module. import es_billy nlp = es_billy.load() - Notebooks
- Google Colab
- Kaggle
Download meta.json from pandma/es_billy: direct link, hf CLI and curl.
- Browser
- Download file 3.77 kB
-
https://huggingface.co/pandma/es_billy/resolve/main/meta.json
- Command line
-
hf download hf://pandma/es_billy/meta.json
-
curl -L -o meta.json https://huggingface.co/pandma/es_billy/resolve/main/meta.json
3.77 kB
| { | |
| "lang":"es", | |
| "name":"billy", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.5.2,<3.6.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "BILLING_PERIOD_END", | |
| "BILLING_PERIOD_START", | |
| "BILL_OWNER", | |
| "COMPANY_NAME", | |
| "CUPS", | |
| "DIRECTION", | |
| "DISCOUNT_TOTAL", | |
| "END_CONTRACT", | |
| "ENERGY_P1_PRICE", | |
| "ENERGY_P2_PRICE", | |
| "ENERGY_P3_PRICE", | |
| "FISCAL_DIRECTION", | |
| "IBAN", | |
| "NIF", | |
| "POWER_EXCESSES_P1", | |
| "POWER_EXCESSES_P2", | |
| "POWER_EXCESSES_P3", | |
| "POWER_P1_PRICE", | |
| "POWER_P2_PRICE", | |
| "POWER_P3_PRICE", | |
| "POWER_P4_PRICE", | |
| "POWER_P5_PRICE", | |
| "POWER_P6_PRICE", | |
| "REACTIVE_P1", | |
| "REACTIVE_P2", | |
| "REACTIVE_P3", | |
| "TOP_GAS_PRICE", | |
| "TOP_GAS_TOTAL", | |
| "TOTAL_IMPORTE" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":1.0, | |
| "ents_p":1.0, | |
| "ents_r":1.0, | |
| "ents_per_type":{ | |
| "COMPANY_NAME":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "BILLING_PERIOD_START":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "BILLING_PERIOD_END":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "FISCAL_DIRECTION":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "BILL_OWNER":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "NIF":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "END_CONTRACT":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "IBAN":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "CUPS":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P1_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P2_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P3_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P4_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P5_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_P6_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ENERGY_P1_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ENERGY_P2_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ENERGY_P3_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "TOTAL_IMPORTE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "DIRECTION":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "TOP_GAS_PRICE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "TOP_GAS_TOTAL":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_EXCESSES_P1":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_EXCESSES_P2":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "POWER_EXCESSES_P3":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "DISCOUNT_TOTAL":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "REACTIVE_P1":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "REACTIVE_P2":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "REACTIVE_P3":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "transformer_loss":15.8151034156, | |
| "ner_loss":263.8699297876 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.2.4,<1.3.0" | |
| ] | |
| } |