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", device_map="auto") - 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
Joao Gante commited on
Update README.md 156a360
Update README.md f8542ca
Add new SentenceTransformer model. 550088c
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