Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-roberta-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/nli-roberta-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-roberta-base") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use sentence-transformers/nli-roberta-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-roberta-base") model = AutoModel.from_pretrained("sentence-transformers/nli-roberta-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' a029864 verified
Add new SentenceTransformer model with an openvino backend 4e9d843 verified
Add new SentenceTransformer model with an openvino backend eea7402 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' da4b9ce verified
Add exported ONNX model 'model_qint8_avx512.onnx' 7497dc7 verified
Add exported ONNX model 'model_quint8_avx2.onnx' d5d2de0 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 46d2624 verified
Add exported ONNX model 'model_O4.onnx' c09a6ea verified
Add exported ONNX model 'model_O3.onnx' 6bc270f verified
Add exported ONNX model 'model_O2.onnx' c1081a3 verified
Add exported ONNX model 'model_O1.onnx' 5abe25e verified
Add new SentenceTransformer model with an onnx backend 7b8664d verified
Add TF weights ba3a8b8
Update README.md 156a360
Update README.md f8542ca
Add new SentenceTransformer model. 550088c
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