Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/stsb-roberta-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/stsb-roberta-large with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/stsb-roberta-large") 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/stsb-roberta-large with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/stsb-roberta-large") model = AutoModel.from_pretrained("sentence-transformers/stsb-roberta-large", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 5531ea6 verified
Add new SentenceTransformer model with an openvino backend fcf8ea1 verified
Add new SentenceTransformer model with an openvino backend 8a22369 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' cf15544 verified
Add exported ONNX model 'model_qint8_avx512.onnx' ea39992 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 5e08388 verified
Add exported ONNX model 'model_qint8_arm64.onnx' b45deb5 verified
Add exported ONNX model 'model_O4.onnx' 1e1933d verified
Add exported ONNX model 'model_O3.onnx' 4ea0eb7 verified
Add exported ONNX model 'model_O2.onnx' 2245acd verified
Add exported ONNX model 'model_O1.onnx' 0f5e3ce verified
Add new SentenceTransformer model with an onnx backend 59fc731 verified
Add TF weights b6cd868
Joao Gante commited on
Update README.md 6275fe2
Update README.md dbd18b8
Add new SentenceTransformer model. 5a39ea1
nreimers commited on
upload flax model 2db5260
allow flax 1525ef2
upload 1bbe943
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