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spacy-ner-lean
thefishhh/spacy-ner-lean
spacy-ner-lean is a machine learning model from thefishhh. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a custom NER model trained using spaCy. It was trained for 2000 iterations or until the NER loss dropped below 0.5.
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Public
Updated Sep 6, 2024
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3.9 MB
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At a glance
- Access
- Public
- Created
- Sep 6, 2024
- Updated
- Sep 6, 2024
- SHA
- 851c9a99
Model card
From the Hugging Face model README
Custom spaCy NER Model
This is a custom NER model trained using spaCy. It was trained for 2000 iterations or until the NER loss dropped below 0.5.
Usage
import spacy
from huggingface_hub import snapshot_download
# Download the model
model_path = snapshot_download(repo_id='thefishhh/spacy-ner-lean')
# Load the model
nlp = spacy.load(model_path)
# Use the model
doc = nlp('Your text here')
for ent in doc.ents:
print(ent.text, ent.label_)
- Created
- Sep 6, 2024
- Updated
- Sep 6, 2024