qdrant / qdrant/fastembed

[Model]: jinaai/jina-clip-v2

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Dominant language
Python
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Description

Which model would you like to support?

Hi,
Fastembed currently supports the version 1 of the model, is it possible to support the new version?
https://huggingface.co/jinaai/jina-clip-v2

What are the main advantages of this model?

Improvement over version 1. Technical report: https://arxiv.org/pdf/2412.08802

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the existing jina-clip-v1 support in the fastembed repository and compare its integration with the jinaai/jina-clip-v2 model page and linked technical report. Done means the new model version is supported alongside version 1 and its behavior is covered by the repository's relevant checks.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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