can I use task = "retrieval.query" with transformers library?
#92
by
k0rruptt
- opened
hi, I would like to use task = "retrieval.query" lora adapter but I am not sure if I can with transformers or if I must use sentence transformers instead.
I had embedded my initial documents with transformers library - not sure if that also means that I have to go back and embed my documents with sentence transformers.
all help appreciated ty!
Hi @k0rruptt , yes you can use retrieval.query like this:
from transformers import AutoModel
model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True)
embeddings = model.encode('some text', task="retrieval.query")
if you used transformers without specifying a task it means you haven't used any adapters
k0rruptt
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closed