Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-MiniLM-L6-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/msmarco-MiniLM-L6-v3 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-MiniLM-L6-v3") 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-MiniLM-L6-v3 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-MiniLM-L6-v3") model = AutoModel.from_pretrained("sentence-transformers/msmarco-MiniLM-L6-v3") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
L-6 -> L6 d00c428 verified
Add exported openvino model 'openvino_model_qint8_quantized.xml' d273900 verified
Add new SentenceTransformer model with an openvino backend 466f55b verified
Add new SentenceTransformer model with an openvino backend e56fe64 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 266107c verified
Add exported ONNX model 'model_qint8_avx512.onnx' cfc6d39 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 1ef75db verified
Add exported ONNX model 'model_qint8_arm64.onnx' 1eeb211 verified
Add exported ONNX model 'model_O4.onnx' a25b574 verified
Add exported ONNX model 'model_O3.onnx' d915d6a verified
Add exported ONNX model 'model_O2.onnx' 8a73fbc verified
Add exported ONNX model 'model_O1.onnx' e6f37b7 verified
Add new SentenceTransformer model with an onnx backend 40550bb verified
Add TF weights 195276c
Update README.md ac2807e
Add new SentenceTransformer model. c343792
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