gliner2-multi-v1-onnx

25
license:mit
by
lmo3
Other
OTHER
1B params
New
25 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
3GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1GB+ RAM

Code Examples

Installationbashonnx
pip install gliner2-onnx
Installationpythononnx
from gliner2_onnx import GLiNER2ONNXRuntime

runtime = GLiNER2ONNXRuntime.from_pretrained("lmo3/gliner2-large-v1-onnx")

entities = runtime.extract_entities(
    "John works at Google in Seattle",
    ["person", "organization", "location"]
)
# [
#   Entity(text='John', label='person', start=0, end=4, score=0.98),
#   Entity(text='Google', label='organization', start=14, end=20, score=0.97),
#   Entity(text='Seattle', label='location', start=24, end=31, score=0.96)
# ]

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