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gliner_multi-v2.1-openvino
juampahc/gliner_multi-v2.1-openvino
gliner_multi-v2.1-openvino is a token classification model from juampahc. Use it when you need labels on individual words, such as names. It is set up for gliner. The card lists the license as apache-2.0.
GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NER models, which are l…
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At a glance
- Task
- Token Classification
- Library
- gliner
- License
- apache-2.0
- Access
- Public
- Created
- Nov 15, 2024
- Updated
- Feb 12, 2025
- SHA
- f2eb2199
Base models
Model card
From the Hugging Face model README
About
GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NER models, which are limited to predefined entities, and Large Language Models (LLMs) that, despite their flexibility, are costly and large for resource-constrained scenarios.
This is the OpenVINO's Intermediate Representation version with fp16 compression and without it.
Links
- Paper: https://arxiv.org/abs/2311.08526
- Repository: https://github.com/urchade/GLiNER
Installation
WIP
Usage
Do you need to deploy? Please check my github: https://github.com/juampahc/skyresh
I will update the model card asap.
WIP
- Task
- Token Classification
- Library
- gliner
- License
- apache-2.0
- Languages
- multilingual
- Created
- Nov 15, 2024
- Updated
- Feb 12, 2025