Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
Rust
ONNX
Safetensors
OpenVINO
Transformers
English
bert
feature-extraction
Eval Results
text-embeddings-inference
Instructions to use sentence-transformers/all-MiniLM-L6-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/all-MiniLM-L6-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2") 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/all-MiniLM-L6-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/all-MiniLM-L6-v2") model = AutoModel.from_pretrained("sentence-transformers/all-MiniLM-L6-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Remove deprecated (SEB) evaluation results section c9745ed verified
Add new SentenceTransformer model with an openvino backend ea78891 verified
Add new SentenceTransformer model with an openvino backend 20e618a verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' d83dd37 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 03b2402 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 5641a78 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 6e61aff verified
Add exported ONNX model 'model_O4.onnx' 1c82ace verified
Add exported ONNX model 'model_O3.onnx' b686aaf verified
Add exported ONNX model 'model_O2.onnx' 119db08 verified
Add exported ONNX model 'model_O1.onnx' b9db1e8 verified
Delete onnx/model.onnx ce0dbbf verified
Adding `safetensors` variant of this model (#53) 46605de verified
Several small spelling errors in README (#48) 44eb404 verified
Rust weights addition (#5) c21050a
adding training dataset 717413c
add training dataset 7464051
Update README.md 6123922
adding training datasets 1f04b00
Add TF weights 3746fd5
Joao Gante commited on