Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-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/msmarco-distilroberta-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-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/msmarco-distilroberta-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-distilroberta-base-v2") model = AutoModel.from_pretrained("sentence-transformers/msmarco-distilroberta-base-v2", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 98e874e verified
Add new SentenceTransformer model with an openvino backend d3b78d1 verified
Add new SentenceTransformer model with an openvino backend 0341ad7 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 3cfdda4 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 4f01690 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 773627f verified
Add exported ONNX model 'model_qint8_arm64.onnx' e2a6f8b verified
Add exported ONNX model 'model_O4.onnx' 18687df verified
Add exported ONNX model 'model_O3.onnx' fe0384b verified
Add exported ONNX model 'model_O2.onnx' 12c9040 verified
Add exported ONNX model 'model_O1.onnx' 1f5ab4e verified
Add new SentenceTransformer model with an onnx backend e670604 verified
Add TF weights 77b2842
Joao Gante commited on
Update README.md b9b604d
Add new SentenceTransformer model. 0b7568d
nreimers commited on
upload flax model a963848
allow flax b53107a
upload fe0b665
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