Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/msmarco-MiniLM-L12-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-L12-v3 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/msmarco-MiniLM-L12-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-L12-v3 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/msmarco-MiniLM-L12-v3") model = AutoModel.from_pretrained("sentence-transformers/msmarco-MiniLM-L12-v3", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 30a6658 verified
Add new SentenceTransformer model with an openvino backend 0e8141a verified
Add new SentenceTransformer model with an openvino backend 8ed13c5 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' fb38012 verified
Add exported ONNX model 'model_qint8_avx512.onnx' fb6a097 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 18f0a11 verified
Add exported ONNX model 'model_qint8_arm64.onnx' fdc6624 verified
Add exported ONNX model 'model_O4.onnx' 24333ee verified
Add exported ONNX model 'model_O3.onnx' e60d6da verified
Add exported ONNX model 'model_O2.onnx' 5510d15 verified
Add exported ONNX model 'model_O1.onnx' 8030830 verified
Add new SentenceTransformer model with an onnx backend 010fadc verified
Add TF weights 0ff694e
Joao Gante commited on
Update README.md 1d51375
Add new SentenceTransformer model. c167544
nreimers commited on
upload flax model 94e0887
allow flax 0869185
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