Sentence Similarity
sentence-transformers
Safetensors
Slovak
bert
feature-extraction
dense
Generated from Trainer
dataset_size:137745
loss:CosineSimilarityLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use slovak-nlp/e5-sk-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use slovak-nlp/e5-sk-small with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("slovak-nlp/e5-sk-small") sentences = [ "Mor a epidémia sa očividne vymkli spod kontroly .", "Choroba bola nekontrolovateľná a ohrozovala všetok život .", "Tieto vylúčenia sú určené na iné cieľové skupiny ako obchodné štvrte .", "Autobus National Trust Tour odchádza každý deň o 9:00 z National Trust Information Centre ." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Download tokenizer.json from slovak-nlp/e5-sk-small: direct link, hf CLI and curl.
- Browser
- Download file 4.16 MB
-
https://huggingface.co/slovak-nlp/e5-sk-small/resolve/main/tokenizer.json
- Command line
-
hf download hf://slovak-nlp/e5-sk-small/tokenizer.json
-
curl -L -o tokenizer.json https://huggingface.co/slovak-nlp/e5-sk-small/resolve/main/tokenizer.json
4.16 MB
File too large to display, you can check the raw version instead.