A toy example to use the model with hf transformers
#62
by
AliKhajegiliM
- opened
Hi team, thanks for releasing this model — it looks promising!
I’m trying to use jinaai/jina-embeddings-v4 via the Hugging Face Transformers library for extracting embeddings from text. However, I couldn’t find a working toy example in the model card or repo.
Here’s what is available on HF, which is not sufficient to make the model work:
from transformers import AutoModel
model = AutoModel.from_pretrained("jinaai/jina-embeddings-v4", trust_remote_code=True, torch_dtype="auto")
Could you please share a minimal example (including tokenizer and any special pooling logic or how to specify the adapters etc.) showing how to extract text/image embeddings properly?
Appreciate your help!
