How to use XiaSheng/FreeChunk-jina with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("XiaSheng/FreeChunk-jina", trust_remote_code=True) model = AutoModel.from_pretrained("XiaSheng/FreeChunk-jina", trust_remote_code=True)
How to use XiaSheng/FreeChunk-jina with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("XiaSheng/FreeChunk-jina", trust_remote_code=True) sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3]
