How to use sergeyzh/rubert-tiny-sts with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sergeyzh/rubert-tiny-sts") sentences = [ "Это счастливый человек", "Это счастливая собака", "Это очень счастливый человек", "Сегодня солнечный день" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
How to use sergeyzh/rubert-tiny-sts with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForPreTraining tokenizer = AutoTokenizer.from_pretrained("sergeyzh/rubert-tiny-sts") model = AutoModelForPreTraining.from_pretrained("sergeyzh/rubert-tiny-sts")
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