Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/distilroberta-base-msmarco-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/distilroberta-base-msmarco-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/distilroberta-base-msmarco-v1") 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/distilroberta-base-msmarco-v1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/distilroberta-base-msmarco-v1") model = AutoModel.from_pretrained("sentence-transformers/distilroberta-base-msmarco-v1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' e88c675 verified
Add new SentenceTransformer model with an openvino backend ca1caec verified
Add new SentenceTransformer model with an openvino backend 52f0455 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' f2f3721 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 673f779 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 1f50b69 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 030fc44 verified
Add exported ONNX model 'model_O4.onnx' bfb3b5b verified
Add exported ONNX model 'model_O3.onnx' e9c5f40 verified
Add exported ONNX model 'model_O2.onnx' f2ab625 verified
Add exported ONNX model 'model_O1.onnx' 79c9909 verified
Add new SentenceTransformer model with an onnx backend c1cbd41 verified
Add TF weights b625c1f
Joao Gante commited on
Update README.md b4d64d9
Update README.md e8a4b70
Add new SentenceTransformer model. 8e60d33
nreimers commited on