Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-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/msmarco-roberta-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-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/msmarco-roberta-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-roberta-base-v2") model = AutoModel.from_pretrained("sentence-transformers/msmarco-roberta-base-v2") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 0873277 verified
Add new SentenceTransformer model with an openvino backend eb920bc verified
Add new SentenceTransformer model with an openvino backend 9759840 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 311cd60 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 818491a verified
Add exported ONNX model 'model_quint8_avx2.onnx' c437888 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 47c8b00 verified
Add exported ONNX model 'model_O4.onnx' acc1cae verified
Add exported ONNX model 'model_O3.onnx' 5728b91 verified
Add exported ONNX model 'model_O2.onnx' 385bf64 verified
Add exported ONNX model 'model_O1.onnx' 9f0e0ff verified
Add new SentenceTransformer model with an onnx backend 0612860 verified
Add TF weights b23dfbc
Update README.md 5703c16
Add new SentenceTransformer model. 669b432
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