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lpd_xl_256

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MIT HAN Lab 749

This PR adds a comprehensive model card for the Locality-aware Parallel Decoding (LPD) model.

It includes:

• Relevant pipeline_tag (unconditional-image-generation) to ensure discoverability on the Hugging Face Hub.
• The library_name (transformers) for seamless loading.
• The license as apache-2.0.
• A direct link to the Hugging Face paper page (huggingface.co/papers/2507.01957).
• Links to the official GitHub repository.
• Key figures, the paper abstract, and a performance table from the GitHub README.
• A basic sample usage snippet for loading the model with transformers.

This will significantly improve the information available to users and enhance the model's discoverability.