Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/quora-distilbert-multilingual with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/quora-distilbert-multilingual with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/quora-distilbert-multilingual") 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/quora-distilbert-multilingual with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/quora-distilbert-multilingual") model = AutoModel.from_pretrained("sentence-transformers/quora-distilbert-multilingual") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' fbe0616 verified
Add new SentenceTransformer model with an openvino backend 58a5ed6 verified
Add new SentenceTransformer model with an openvino backend 1dc3dbc verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 765406d verified
Add exported ONNX model 'model_qint8_avx512.onnx' 30d642f verified
Add exported ONNX model 'model_quint8_avx2.onnx' 1a51cff verified
Add exported ONNX model 'model_qint8_arm64.onnx' fefa92b verified
Add exported ONNX model 'model_O4.onnx' 2779ecb verified
Add exported ONNX model 'model_O3.onnx' 2ff0f96 verified
Add exported ONNX model 'model_O2.onnx' 6d7c472 verified
Add exported ONNX model 'model_O1.onnx' 67f9078 verified
Add new SentenceTransformer model with an onnx backend 2205a46 verified
Add TF weights 43c541d
Update README.md 483c2ba
Add new SentenceTransformer model. dfed91c
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