Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
Rust
ONNX
Safetensors
OpenVINO
Transformers
English
bert
feature-extraction
text-embeddings-inference
Instructions to use sheldonrobinson/all-MiniLM-L6-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sheldonrobinson/all-MiniLM-L6-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sheldonrobinson/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 sheldonrobinson/all-MiniLM-L6-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sheldonrobinson/all-MiniLM-L6-v2") model = AutoModel.from_pretrained("sheldonrobinson/all-MiniLM-L6-v2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' (#87) fa97f6e 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
Add new SentenceTransformer model with an onnx backend (#83) bc57282 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
Update Sentence Transformers metadata (#46) 1a31085 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