juampahc/gliner_multi-v2.1-openvino

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