Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-roberta-base-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/msmarco-roberta-base-v3 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-roberta-base-v3") 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/msmarco-roberta-base-v3 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-roberta-base-v3") model = AutoModel.from_pretrained("sentence-transformers/msmarco-roberta-base-v3") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 428e41c verified
Add new SentenceTransformer model with an openvino backend d7d8cd6 verified
Add new SentenceTransformer model with an openvino backend 8be6aa5 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' e3c31bd verified
Add exported ONNX model 'model_qint8_avx512.onnx' b277746 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 46252a2 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 6888b6b verified
Add exported ONNX model 'model_O4.onnx' fdf59f4 verified
Add exported ONNX model 'model_O3.onnx' 63114cc verified
Add exported ONNX model 'model_O2.onnx' 2a89067 verified
Add exported ONNX model 'model_O1.onnx' d9a4d7b verified
Add new SentenceTransformer model with an onnx backend d43c7dc verified
Add TF weights 80e7e11
Update README.md dd53b61
Add new SentenceTransformer model. ac4f901
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