Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-roberta-base-v2 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-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-roberta-base-v2") 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-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-roberta-base-v2") model = AutoModel.from_pretrained("sentence-transformers/nli-roberta-base-v2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 5bd3fc7 verified
Add new SentenceTransformer model with an openvino backend eb3dff9 verified
Add new SentenceTransformer model with an openvino backend 41e9799 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 3ab0b55 verified
Add exported ONNX model 'model_qint8_avx512.onnx' b923dd9 verified
Add exported ONNX model 'model_quint8_avx2.onnx' e17025a verified
Add exported ONNX model 'model_qint8_arm64.onnx' f5623db verified
Add exported ONNX model 'model_O4.onnx' 26f1ead verified
Add exported ONNX model 'model_O3.onnx' 91c784e verified
Add exported ONNX model 'model_O2.onnx' f7dddc7 verified
Add exported ONNX model 'model_O1.onnx' f15a1ef verified
Add new SentenceTransformer model with an onnx backend dae0ab3 verified
Add TF weights 64c0737
Joao Gante commited on
Update README.md d1bf3ce
Add new SentenceTransformer model. 3292e6b
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upload flax model 182d40b
allow flax 24e7fe2
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