Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-distilbert-base-v4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/msmarco-distilbert-base-v4 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-distilbert-base-v4") 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-distilbert-base-v4 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-distilbert-base-v4") model = AutoModel.from_pretrained("sentence-transformers/msmarco-distilbert-base-v4", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 19f0f4c verified
Add new SentenceTransformer model with an openvino backend 8f5b31e verified
Add new SentenceTransformer model with an openvino backend 088548d verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 57ab6f1 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 2eb2ca5 verified
Add exported ONNX model 'model_quint8_avx2.onnx' c030edf verified
Add exported ONNX model 'model_qint8_arm64.onnx' a0005e9 verified
Add exported ONNX model 'model_O4.onnx' 40b67e1 verified
Add exported ONNX model 'model_O3.onnx' 34e4548 verified
Add exported ONNX model 'model_O2.onnx' ce14788 verified
Add exported ONNX model 'model_O1.onnx' 87f19d8 verified
Add new SentenceTransformer model with an onnx backend 7d05f2d verified
Add TF weights 62b7490
Joao Gante commited on
Update README.md 6b5553b
Add new SentenceTransformer model. 135c273
nreimers commited on
upload b87a1fc
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