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[WIP] standardize processors for vLLM #37915

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What does this PR do?

Part of #37780. The design was tested on different model types:

Llava: simple VLM and standard for most new models
Pixtral: uses row/col special tokens in between image embeddings
SmolVLM: has complex processing and uses several row/col patches per image
Qwen2VL: output pixel shapes are non-standard

@github-actions github-actions bot marked this pull request as draft May 1, 2025 13:04
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github-actions bot commented May 1, 2025

Hi 👋, thank you for opening this pull request! The pull request is converted to draft by default. The CI will be paused while the PR is in draft mode. When it is ready for review, please click the Ready for review button (at the bottom of the PR page). This will assign reviewers and trigger CI.

@zucchini-nlp zucchini-nlp marked this pull request as ready for review May 1, 2025 13:04
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