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UniREdit-Bagel

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This PR enhances the model card for UniREdit-Bagel, which is associated with the paper UniREditBench: A Unified Reasoning-based Image Editing Benchmark.

Changes include:

• Adding pipeline_tag: image-to-image to correctly categorize the model for image editing tasks on the Hugging Face Hub.
• Specifying library_name: transformers as the model uses components compatible with the Hugging Face transformers library (e.g., Qwen2Tokenizer, Qwen2ForCausalLM architectures found in config files, and transformers_version).
• Adding explicit links to the project page and the GitHub repository.
• Integrating a descriptive introduction, key highlights, and relevant images from the GitHub README.
• Including a sample usage section with the inference code snippet directly from the GitHub README to provide immediate guidance.
• Adding the correct BibTeX citation and contact information.

Please review and merge these improvements to enhance the model's discoverability and usability.