Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-distilroberta-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-distilroberta-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-distilroberta-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-distilroberta-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-distilroberta-base-v2") model = AutoModel.from_pretrained("sentence-transformers/nli-distilroberta-base-v2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' ca91999 verified
Add new SentenceTransformer model with an openvino backend bfe05f4 verified
Add new SentenceTransformer model with an openvino backend 8c83f08 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 54f709b verified
Add exported ONNX model 'model_qint8_avx512.onnx' 3837d13 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 4ea64f7 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 7e52a60 verified
Add exported ONNX model 'model_O4.onnx' 2ec877d verified
Add exported ONNX model 'model_O3.onnx' 2d7e310 verified
Add exported ONNX model 'model_O2.onnx' 69e53e2 verified
Add exported ONNX model 'model_O1.onnx' ff180c9 verified
Add new SentenceTransformer model with an onnx backend c4178ac verified
Add TF weights ee9754a
Joao Gante commited on
Update README.md 15c5294
Add new SentenceTransformer model. f5bb7ca
nreimers commited on
upload flax model 7857100
allow flax 065c3ac
upload 4239244
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