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[VLM] Abstract out multi-modal data parsing in merged processor #11620

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merged 9 commits into from
Dec 30, 2024

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@DarkLight1337 DarkLight1337 commented Dec 30, 2024

This PR abstracts out the logic of parsing input multi-modal data and converting them into HF processor inputs.

This corresponds to the plugin-based abstraction we have in the original code. Once we migrate all models to the merged multi-modal processor, we will deprecate multi-modal plugins and instead ask developers to modify the data parser to support additional modalities for a model (by overriding BaseMultiModalProcessor._get_data_parser).

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Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
@DarkLight1337 DarkLight1337 changed the title [VLM] Abstract out parsing of multi-modal data [VLM] Abstract out multi-modal data parsing for processor Dec 30, 2024
@DarkLight1337 DarkLight1337 changed the title [VLM] Abstract out multi-modal data parsing for processor [VLM] Abstract out multi-modal data parsing in merged processor Dec 30, 2024
vllm/model_executor/models/qwen2_vl.py Outdated Show resolved Hide resolved
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@mergify mergify bot added the ci/build label Dec 30, 2024
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
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LGTM!

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