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all-mpnet-base-v2-openvino-8bit
AIFunOver/all-mpnet-base-v2-openvino-8bit
all-mpnet-base-v2-openvino-8bit is a sentence similarity model from AIFunOver. Use it when you need a score for how close two texts are. It is set up for sentence-transformers. The card lists the license as apache-2.0.
This model is a quantized version of sentence-transformers/all-mpnet-base-v2 and is converted to the OpenVINO format. This model was obtained via the nncf-quantization space with optimum-intel.
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At a glance
- Task
- Sentence Similarity
- Library
- sentence-transformers
- License
- apache-2.0
- Model type
- mpnet
- Access
- Public
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024
- SHA
- 8ceafd67
Base models
Model card
From the Hugging Face model README
This model is a quantized version of sentence-transformers/all-mpnet-base-v2 and is converted to the OpenVINO format. This model was obtained via the nncf-quantization space with optimum-intel.
First make sure you have optimum-intel installed:
pip install optimum[openvino]
To load your model you can do as follows:
from optimum.intel import OVModelForFeatureExtraction
model_id = "AIFunOver/all-mpnet-base-v2-openvino-8bit"
model = OVModelForFeatureExtraction.from_pretrained(model_id)
- Task
- Sentence Similarity
- Library
- sentence-transformers
- Type
- mpnet
- License
- apache-2.0
- Languages
- en
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024