How to use astanguyen/jina-code-static-256 with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("astanguyen/jina-code-static-256") embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everybody."]) print(embeddings.shape)
How to use astanguyen/jina-code-static-256 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("astanguyen/jina-code-static-256") 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]
https://huggingface.co/astanguyen/jina-code-static-256/resolve/main/tokenizer.json
hf download hf://astanguyen/jina-code-static-256/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/astanguyen/jina-code-static-256/resolve/main/tokenizer.json
