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:
# pip install -U transformers accelerate # 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", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Download pytorch_model.bin from sentence-transformers/paraphrase-multilingual-mpnet-base-v2: direct link, hf CLI and curl.
- Browser
- Download file 1.11 GB
-
https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2/resolve/main/pytorch_model.bin
- Command line
-
hf download hf://sentence-transformers/paraphrase-multilingual-mpnet-base-v2/pytorch_model.bin
-
curl -L -o pytorch_model.bin https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2/resolve/main/pytorch_model.bin
1.11 GB
- Xet hash:
- bb6d2e68031c42de7e9785d0bb47b5bff188aa77d67e106ded4aaca013732271
- Size of remote file:
- 1.11 GB
- SHA256:
- 29d10eabb079d11355d4405789dd9d43e229ccbc47bc2581d0639edaa1721380
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