Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
Transformers
English
distilbert
fill-mask
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/multi-qa-distilbert-dot-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/multi-qa-distilbert-dot-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/multi-qa-distilbert-dot-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/multi-qa-distilbert-dot-v1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/multi-qa-distilbert-dot-v1") model = AutoModelForMaskedLM.from_pretrained("sentence-transformers/multi-qa-distilbert-dot-v1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Add exported openvino model 'openvino_model_qint8_quantized.xml'
Verified signatureaf530b1
-
Add new SentenceTransformer model with an openvino backend
Verified signature5d82c4a -
Add new SentenceTransformer model with an openvino backend
Verified signaturee02cb38 -
Add exported ONNX model 'model_qint8_avx512_vnni.onnx'
Verified signature76f85e6 -
Add exported ONNX model 'model_qint8_avx512.onnx'
Verified signature4a056bf -
Add exported ONNX model 'model_quint8_avx2.onnx'
Verified signature01d9150 -
Add exported ONNX model 'model_qint8_arm64.onnx'
Verified signatureb4839e8 -
Add exported ONNX model 'model_O4.onnx'
Verified signature9d059a4 -
Add exported ONNX model 'model_O3.onnx'
Verified signature309c072 -
Add exported ONNX model 'model_O2.onnx'
Verified signature0af3b4b -
Add exported ONNX model 'model_O1.onnx'
Verified signature88442f5 -
Add new SentenceTransformer model with an onnx backend
Verified signaturec87b204
-
Add "dot" similarity function
Verified signaturef603705
-
Adding `safetensors` variant of this model (#3)
Verified signature- Adding `safetensors` variant of this model (bc2e795d49249a84e7dda2881ed5c6f7621ca145)25598ad
-
Update Sentence Transformers metadata (#2)
Verified signature- Update Sentence Transformers metadata (58b0962eef12aa3090c986fe04a01050701d0252)7f54fe3
-
Update README.md (#1)
- Update README.md (114cecba0b2700598bf19fce0cdebf02c41a0782) Co-authored-by: Loïck BOURDOIS <lbourdois@users.noreply.huggingface.co>9c9137c
-
upload
99c2d7a -
initial commit
ecfbec8