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O0xAA55/
colqwen2-endpoint

Name: colqwen2-endpoint
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colqwen2-endpoint — Hugging Face custom Inference Endpoint repo

Minimal repo for deploying ColQwen2.5 multi-vector embeddings on HF Inference Endpoints.

File	Purpose
`handler.py`	Custom `EndpointHandler` — wraps `ColQwen2_5` from `colpali-engine`.
`requirements.txt`	Python deps.Must satisfy `colpali-engine`'s transformers range.

bash

git add requirements.txt
git commit -m "Fix transformers pin for colpali-engine compatibility"
git push

Then in the HF dashboard: Endpoint → Retry (or redeploy).

ImportError: cannot import name 'ColQwen2_5' from 'colpali_engine.models': you're on a colpali-engine older than 0.3.9. Use colpali-engine==0.3.10 as in this repo's requirements.txt (and see the table at the top of that file for why 0.3.10 specifically).
ResolutionImpossible during install: the endpoint's preinstalled huggingface-inference-toolkit hard-pins transformers==4.51.3. Don't downgrade transformers below that, and don't re-pin peft / accelerate / torch here — the base image already ships compatible versions.
No module named 'colpali_engine': dependency install failed silently or was skipped due to resolver failure. Fix requirements.txt and redeploy.