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gte-base-onnx
kais-radwan/gte-base-onnx
gte-base-onnx is a feature extraction model from kais-radwan. Use it when you need embeddings to search or compare text. It is set up for transformers.
This is a fork from https://huggingface.co/thenlper/gte-base that was optimized using Optimum and ONNX for better performance.
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024
- SHA
- 03be7a27
Model card
From the Hugging Face model README
gte-base
This is a fork from https://huggingface.co/thenlper/gte-base that was optimized using Optimum and ONNX for better performance.
Usage
from transformers import AutoTokenizer
from optimum.onnxruntime import ORTModelForFeatureExtraction
tokenizer = AutoTokenizer.from_pretrained("kais-radwan/gte-base-onnx")
model = ORTModelForFeatureExtraction.from_pretrained("kais-radwan/gte-base-onnx")
- Task
- Feature Extraction
- Library
- transformers
- Type
- bert
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024