Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
albert
feature-extraction
Instructions to use sentence-transformers/paraphrase-albert-base-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/paraphrase-albert-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/paraphrase-albert-base-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/paraphrase-albert-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/paraphrase-albert-base-v2") model = AutoModel.from_pretrained("sentence-transformers/paraphrase-albert-base-v2", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' f033d86 verified
Add new SentenceTransformer model with an openvino backend 750e500 verified
Add new SentenceTransformer model with an openvino backend 25431cb verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' aa8ebbc verified
Add exported ONNX model 'model_qint8_avx512.onnx' f79e77a verified
Add exported ONNX model 'model_quint8_avx2.onnx' 35fc4f9 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 0b14493 verified
Add exported ONNX model 'model_O4.onnx' adda6d5 verified
Add exported ONNX model 'model_O3.onnx' 0cf740a verified
Add exported ONNX model 'model_O2.onnx' a75c086 verified
Add exported ONNX model 'model_O1.onnx' abf7b7e verified
Add new SentenceTransformer model with an onnx backend a3713d0 verified
Add TF weights ba7fa0a
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Update README.md 8c3cf39
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