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sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
Transformers
English
electra
text-classification
Instructions to use cross-encoder/qnli-electra-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use cross-encoder/qnli-electra-base with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("cross-encoder/qnli-electra-base") query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Transformers
How to use cross-encoder/qnli-electra-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("cross-encoder/qnli-electra-base") model = AutoModelForSequenceClassification.from_pretrained("cross-encoder/qnli-electra-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add new CrossEncoder model 92d8e71 verified
Add exported onnx model 'model_qint8_avx512_vnni.onnx' c36d4e6 verified
Add exported onnx model 'model_qint8_avx512.onnx' 3900fbb verified
Add exported onnx model 'model_quint8_avx2.onnx' b8d21b5 verified
Add exported onnx model 'model_qint8_arm64.onnx' c6170ee verified
Add exported onnx model 'model_O4.onnx' e6dde07 verified
Add exported onnx model 'model_O3.onnx' 9e524f8 verified
Add exported onnx model 'model_O2.onnx' 0fffcbe verified
Add exported onnx model 'model_O1.onnx' acc0716 verified
Add new CrossEncoder model f89cf01 verified
Update model metadata 3ff4852 verified
Update README.md af84d54 verified
Adding `safetensors` variant of this model (#1) ec89c1d verified
Update README.md 4d70c22
up e46c24c
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