How to use sergabrr/tourrf-e5-large-en-ru-v5-tuned with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("sergabrr/tourrf-e5-large-en-ru-v5-tuned") model = AutoModelForMultimodalLM.from_pretrained("sergabrr/tourrf-e5-large-en-ru-v5-tuned")
How to use sergabrr/tourrf-e5-large-en-ru-v5-tuned with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sergabrr/tourrf-e5-large-en-ru-v5-tuned") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
