Ignore unsupported kwarg in ProcessorMixin call

[yonigozlan]

What does this PR do?

When a processor kwarg that is not supported by any modality is passed to a ProcessorMixin call, it is added to CommonKwargs whether or not it is supported by the ProcessorMixin's CommonKwargs object.
This means that any kwargs passed to a processor call will that is not supported by any modality will still be added to all modality kwargs, which can lead to errors. Example:

from transformers import LlavaProcessor, LlavaForConditionalGeneration
processor = LlavaProcessor.from_pretrained("llava-hf/llava-interleave-qwen-0.5b-hf")
outputs = processor(text="Hello, my dog is cute", return_tensors="pt", test=True)

gives

output_kwargs: {'text_kwargs': {'padding': False, 'return_tensors': 'pt', 'test': True}, 'images_kwargs': {'return_tensors': 'pt', 'test': True}, 'audio_kwargs': {'return_tensors': 'pt', 'test': True}, 'videos_kwargs': {'return_tensors': 'pt', 'test': True}, 'common_kwargs': {'return_tensors': 'pt', 'test': True}}

And a TypeError

After this fix:

Keyword argument test is not a valid argument for this processor and will be ignored.
output_kwargs {'text_kwargs': {'padding': False, 'return_tensors': 'pt'}, 'images_kwargs': {'return_tensors': 'pt'}, 'audio_kwargs': {'return_tensors': 'pt'}, 'videos_kwargs': {'return_tensors': 'pt'}, 'common_kwargs': {'return_tensors': 'pt'}}

Who can review?

@molbap

[molbap]

Just curious, did you try with text/audio processors with overlapping names? No conflict in the handling logic? other than that LGTM! thanks for the fix :)

[yonigozlan]

@molbap Just tested with Wav2Vec2Processor, No handling conflict to report when using padding or other overlapping names as far as I see ;)