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* Add support for Phi4ForCausalLMV. * Fix Phi-4 vision parity (correcting SigLIP2 patch-kernel export layout) and matching HF NaFlex resize behavior in mtmd. * Rename contants + fix tokenizer label * Clean-ups. * Fix GGUF export. * Set tokenizer.ggml.pre explicitly. * Default vocab name rather than forcing it. * Clean-ups. * Fix indent. * Fix subscriptable error. * remov overcomplicated code path * Clean-ups. --------- Co-authored-by: Xuan Son Nguyen <son@huggingface.co>