Text Ranking
sentence-transformers
PyTorch
JAX
ONNX
Safetensors
OpenVINO
Transformers
English
roberta
text-classification
text-embeddings-inference
Instructions to use cross-encoder/qnli-distilroberta-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use cross-encoder/qnli-distilroberta-base with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("cross-encoder/qnli-distilroberta-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-distilroberta-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("cross-encoder/qnli-distilroberta-base") model = AutoModelForSequenceClassification.from_pretrained("cross-encoder/qnli-distilroberta-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add new CrossEncoder model f4467c3 verified
Add exported onnx model 'model_qint8_avx512_vnni.onnx' 0df4fbc verified
Add exported onnx model 'model_qint8_avx512.onnx' 85eafa5 verified
Add exported onnx model 'model_quint8_avx2.onnx' 2378036 verified
Add exported onnx model 'model_qint8_arm64.onnx' a7a6e99 verified
Add exported onnx model 'model_O4.onnx' 304e2c0 verified
Add exported onnx model 'model_O3.onnx' af4c4e2 verified
Add exported onnx model 'model_O2.onnx' 089ecc3 verified
Add exported onnx model 'model_O1.onnx' 32e17a6 verified
Add new CrossEncoder model c6dfd89 verified
Update model metadata a373058 verified
Update README.md a32ac11 verified
Adding `safetensors` variant of this model (#1) 0b2d947 verified
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upload flax model 19d40bf
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up 315f711
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