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gliner_finetuned_v1.1
yasin9999/gliner_finetuned_v1.1
gliner_finetuned_v1.1 is a machine learning model from yasin9999. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for gliner. The card lists the license as apache-2.0.
This is a GLiNER model fine-tuned for named entity recognition.
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At a glance
- Library
- gliner
- License
- apache-2.0
- Model type
- gliner
- Access
- Public
- Created
- Apr 13, 2025
- Updated
- Apr 13, 2025
- SHA
- 7bc8666d
Datasets
Model card
From the Hugging Face model README
Model Card for gliner_finetuned_v1.1
This is a GLiNER model fine-tuned for named entity recognition.
Model Details
- Model Type: gliner
- Max Sequence Length: 768
- Base Model: unknown
Intended Use
This model is designed to recognize and extract named entities from text.
Training Data
This model was trained on a custom dataset.
Performance
Performance metrics and evaluation results should be included here.
Limitations
The model may not perform well on text significantly different from its training data.
Usage
from gliner import GLiNER
model = GLiNER.from_pretrained("yasin9999/gliner_finetuned_v1.1")
entities = model.predict_entities(
"Your text here",
["PERSON", "DATE_TIME", "ADDRESS", "PHONE_NUMBER", "EMAIL"],
threshold=0.5
)
- Library
- gliner
- Type
- gliner
- License
- apache-2.0
- Languages
- en
- Created
- Apr 13, 2025
- Updated
- Apr 13, 2025