[VLM][Bugfix] Pass processor kwargs properly on init #13516
Merged
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This PR fixes an issue where multi-modal processors using custom HF processors failed to be initialized with kwargs from
model_config.mm_processor_kwargs. I added theinit_processormethod toInputContextto help ensure that those kwargs are being forwarded correctly.To avoid regressions, all model-specific processor tests now check that the result is the same regardless of whether the kwargs are passed during initialization or during inference (see
kwargs_on_initparam).Other changes/fixes:
build_model_context.cached_xxx_from_configconvenience methods for constructing HF tokenizers and processors frommodel_config.cached_get_xxxconvenience methods tovllm.transformers_utils.tokenizerandvllm.transformers_utils.processor.min_dynamic_patchfor InternVL-based models.