Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
xlm-roberta
feature-extraction
text-embeddings-inference
Eval Results
Instructions to use sentence-transformers/paraphrase-multilingual-mpnet-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-multilingual-mpnet-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/paraphrase-multilingual-mpnet-base-v2") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use sentence-transformers/paraphrase-multilingual-mpnet-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/paraphrase-multilingual-mpnet-base-v2") model = AutoModel.from_pretrained("sentence-transformers/paraphrase-multilingual-mpnet-base-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Add evaluation results for model sentence-transformers/paraphrase-multilingual-mpnet-base-v2 revision 79f2382ceacceacdf38563d7c5d16b9ff8d725d6
#16 opened 3 months ago
by
Samoed
Request: DOI
#15 opened 6 months ago
by
mehrdaddashti
Update README.md
#13 opened 10 months ago
by
piyushsinghpasi
Training datasets used for Danish, Swedish and Spanish languages
1
#12 opened over 1 year ago
by
cgjoshi
Is a new version supporting a larger maximum sentence limit (256 or 512) possible in the future?
🤝 2
6
#10 opened over 2 years ago
by
lamhieu
Default tokenization differs between sentence_transformers and transformers version
#6 opened over 2 years ago
by
jokokojote
Model card: Language?
4
#4 opened almost 3 years ago
by
stevens11951
Which is the paraphrase training dataset used for the teacher model?
1
#2 opened over 3 years ago
by
yuricampbell