metadata
library_name: intextus
tags:
- late-interaction
- colbert
- onnx
- onnxruntime
- text-embeddings
intextus/colbertv2.0-onnx
This repository contains the ONNX version of colbert-ir/colbertv2.0 exported specifically for the intextus accelerated C++ late-interaction engine.
Model Details
- Base Model:
colbert-ir/colbertv2.0 - Output Embedding Dimension: 128
- Opset Version: 18
- Exported using: PyTorch ONNX Dynamo Exporter
Usage with Intextus
from intextus import LateInteractionEncoder
model = LateInteractionEncoder("intextus/colbertv2.0-onnx")
q = model.encode_queries("What is late interaction?")
d = model.encode_docs("ColBERT uses late interaction with token-level representation.")