Text Ranking
sentence-transformers
PyTorch
JAX
ONNX
Safetensors
OpenVINO
Transformers
English
roberta
text-classification
text-embeddings-inference
Instructions to use cross-encoder/quora-roberta-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use cross-encoder/quora-roberta-base with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("cross-encoder/quora-roberta-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/quora-roberta-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("cross-encoder/quora-roberta-base") model = AutoModelForSequenceClassification.from_pretrained("cross-encoder/quora-roberta-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported onnx model 'model_qint8_avx512.onnx' 05bc6d5 verified
Add exported onnx model 'model_quint8_avx2.onnx' 447258f verified
Add exported onnx model 'model_qint8_arm64.onnx' aadab6c verified
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Add exported onnx model 'model_O3.onnx' 8d31fd6 verified
Add exported onnx model 'model_O2.onnx' 5c61da1 verified
Add exported onnx model 'model_O1.onnx' e3a907f verified
Add new CrossEncoder model d29c931 verified
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Update README.md f9eba1e verified
Adding `safetensors` variant of this model (#1) 11fb4c7 verified
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