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This PR adds support for the ChemBench4K dataset (Hugging Face), a large-scale benchmark designed for chemical reaction understanding, molecular reasoning, and multimodal scientific QA. The dataset provides approximately 4,000 curated chemistry-related, enabling more comprehensive evaluation of LLMs in chemistry and AI4Science domains.