Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:502912
loss:MarginMSELoss
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use PaDaS-Lab/xlm-roberta-base-msmarco with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use PaDaS-Lab/xlm-roberta-base-msmarco with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("PaDaS-Lab/xlm-roberta-base-msmarco") sentences = [ "how to get rid of an iron mark", "Quick Answer. A good remedy for removing shiny iron scorch marks from fabric is to use hydrogen peroxide with ammonia. Other options for removing shiny scorch marks include laundry detergent, bleach or vinegar, but it depends on how quickly the scorch is remedied. Keep Learning.", "Largely due to declining sales, in 2006, Tommy Hilfiger sold his company for $1.6 billion, or $16.80 a share, to Apax Partners, a private investment company. In March 2010, Phillips-Van Heusen, owner of Calvin Klein, bought the Tommy Hilfiger Corporation for $3 billion.", "You need to heat continuous until it turns to a paste. Use this simple mixture by rubbing it right onto the soleplate. Now, make sure that the iron is unplugged before cleaning it. After rubbing the mixture, with the help of a nice, clean cloth wipe the unsightly scorch marks off your iron. 5 people found this useful." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Download .gitattributes from PaDaS-Lab/xlm-roberta-base-msmarco: direct link, hf CLI and curl.
- Browser
- Download file 1.57 kB
-
https://huggingface.co/PaDaS-Lab/xlm-roberta-base-msmarco/resolve/cd02f4c38b71baa0dc6b3fcdd86a3b6bd407ef55/.gitattributes
- Command line
-
hf download hf://PaDaS-Lab/xlm-roberta-base-msmarco@cd02f4c38b71baa0dc6b3fcdd86a3b6bd407ef55/.gitattributes
-
curl -L -o .gitattributes https://huggingface.co/PaDaS-Lab/xlm-roberta-base-msmarco/resolve/cd02f4c38b71baa0dc6b3fcdd86a3b6bd407ef55/.gitattributes
1.57 kB
| *.7z filter=lfs diff=lfs merge=lfs -text | |
| *.arrow filter=lfs diff=lfs merge=lfs -text | |
| *.bin filter=lfs diff=lfs merge=lfs -text | |
| *.bz2 filter=lfs diff=lfs merge=lfs -text | |
| *.ckpt filter=lfs diff=lfs merge=lfs -text | |
| *.ftz filter=lfs diff=lfs merge=lfs -text | |
| *.gz filter=lfs diff=lfs merge=lfs -text | |
| *.h5 filter=lfs diff=lfs merge=lfs -text | |
| *.joblib filter=lfs diff=lfs merge=lfs -text | |
| *.lfs.* filter=lfs diff=lfs merge=lfs -text | |
| *.mlmodel filter=lfs diff=lfs merge=lfs -text | |
| *.model filter=lfs diff=lfs merge=lfs -text | |
| *.msgpack filter=lfs diff=lfs merge=lfs -text | |
| *.npy filter=lfs diff=lfs merge=lfs -text | |
| *.npz filter=lfs diff=lfs merge=lfs -text | |
| *.onnx filter=lfs diff=lfs merge=lfs -text | |
| *.ot filter=lfs diff=lfs merge=lfs -text | |
| *.parquet filter=lfs diff=lfs merge=lfs -text | |
| *.pb filter=lfs diff=lfs merge=lfs -text | |
| *.pickle filter=lfs diff=lfs merge=lfs -text | |
| *.pkl filter=lfs diff=lfs merge=lfs -text | |
| *.pt filter=lfs diff=lfs merge=lfs -text | |
| *.pth filter=lfs diff=lfs merge=lfs -text | |
| *.rar filter=lfs diff=lfs merge=lfs -text | |
| *.safetensors filter=lfs diff=lfs merge=lfs -text | |
| saved_model/**/* filter=lfs diff=lfs merge=lfs -text | |
| *.tar.* filter=lfs diff=lfs merge=lfs -text | |
| *.tar filter=lfs diff=lfs merge=lfs -text | |
| *.tflite filter=lfs diff=lfs merge=lfs -text | |
| *.tgz filter=lfs diff=lfs merge=lfs -text | |
| *.wasm filter=lfs diff=lfs merge=lfs -text | |
| *.xz filter=lfs diff=lfs merge=lfs -text | |
| *.zip filter=lfs diff=lfs merge=lfs -text | |
| *.zst filter=lfs diff=lfs merge=lfs -text | |
| *tfevents* filter=lfs diff=lfs merge=lfs -text | |
| tokenizer.json filter=lfs diff=lfs merge=lfs -text | |