How to use GeorgeCU/Giga-Embeddings-instruct-3B-0826-ft with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("GeorgeCU/Giga-Embeddings-instruct-3B-0826-ft", trust_remote_code=True) 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 GeorgeCU/Giga-Embeddings-instruct-3B-0826-ft with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("GeorgeCU/Giga-Embeddings-instruct-3B-0826-ft", trust_remote_code=True, device_map="auto")
