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en_ph_sm
placingholocaust/en_ph_sm
en_ph_sm is a token classification model from placingholocaust. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as mit.
This is a spaCy model trained as part of the placingholocaust spaCy project. Training and evaluation code, along with the dataset, can be found at the following URL: Placingholocaust SpaCy Project
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Access
- Public
- Created
- Apr 3, 2024
- Updated
- May 7, 2024
- SHA
- 79fbfd87
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Model card
From the Hugging Face model README
Placing the Holocaust spaCy Model - Sm
This is a spaCy model trained as part of the placingholocaust spaCy project. Training and evaluation code, along with the dataset, can be found at the following URL: Placingholocaust SpaCy Project
Model Performance
| Metric | Value |
|---|---|
| Precision | 94.1 |
| Recall | 89.2 |
| F-Score | 91.6 |
Performance per Label
| Label | Precision | Recall | F-Score |
|---|---|---|---|
| BUILDING | 94.7 | 90.2 | 92.4 |
| COUNTRY | 97.6 | 94.6 | 96.1 |
| DLF | 92.4 | 86.4 | 89.3 |
| ENV_FEATURES | 86.6 | 81.2 | 83.8 |
| INT_SPACE | 93.8 | 85.9 | 89.6 |
| NPIP | 92.7 | 86.4 | 89.4 |
| POPULATED_PLACE | 94 | 90.6 | 92.3 |
| REGION | 84.4 | 68.4 | 75.6 |
| SPATIAL_OBJ | 96 | 90 | 92.9 |
Meta Information
- lang: en
- name: pipeline
- version: 0.0.0
- spacy_version: >=3.7.4,<3.8.0
- description:
- author:
- email:
- url:
- license:
- spacy_git_version: bff8725f4
- vectors: {'width': 0, 'vectors': 0, 'keys': 0, 'name': None, 'mode': 'default'}
- labels: {'tok2vec': [], 'spancat': ['POPULATED_PLACE', 'BUILDING', 'DLF', 'INT_SPACE', 'SPATIAL_OBJ', 'COUNTRY', 'NPIP', 'ENV_FEATURES', 'REGION']}
- pipeline: ['tok2vec', 'spancat']
- components: ['tok2vec', 'spancat']
- disabled: []
- performance: {'spans_sc_f': 0.9201378393, 'spans_sc_p': 0.938694955, 'spans_sc_r': 0.9023002134, 'tok2vec_loss': 11.3818280365, 'spancat_loss': 1865.0317707062}
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Languages
- en
- Created
- Apr 3, 2024
- Updated
- May 7, 2024