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fr_arches_ner_trf
a-menu/fr_arches_ner_trf
fr_arches_ner_trf is a token classification model from a-menu. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-nc-2.0.
French model trained to recognize named entities from archaeological reports.
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Repo size
851 MB
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Other448 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-nc-2.0
- Access
- Public
- Created
- Jan 24, 2024
- Updated
- Jan 24, 2024
- SHA
- 7990770e
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Model card
From the Hugging Face model README
French model trained to recognize named entities from archaeological reports.
| Feature | Description |
|---|---|
| Name | fr_arches |
| Version | 0.0.0 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | transformer, ner, entity_punctuation_removal |
| Components | transformer, ner, entity_punctuation_removal |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | 21 archaeological reports from the Inrap. |
| License | cc-by-nc 2.0 |
| Author | Institut national de recherches archéologiques préventives |
Label Scheme
<details> <summary>View label scheme (15 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | CHRONOLOGIE, DECOR, EDIFICE, ESPECE, GPE, ID, LIEUDIT_SITE, LOC, MATERIAU, MOBILIER, ORG, PERSONNE, PEUPLE_CULTURE, STRUCTURE, TECHNIQUE_STYLE |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 82.31 |
ENTS_P | 80.33 |
ENTS_R | 84.39 |
TRANSFORMER_LOSS | 218923.98 |
NER_LOSS | 51779.36 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-nc-2.0
- Languages
- fr
- Created
- Jan 24, 2024
- Updated
- Jan 24, 2024