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This repo contains the BERT-Topic classifier of the work [Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining](https://arxiv.org/pdf/2410.08102).
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For topic and label:
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'activity': 0, 'education': 1, 'entertainment': 2, 'finance': 3, 'health': 4, 'business and industrial ': 5, 'infrastructure': 6, 'literature and art': 7, 'nature': 8, 'others': 9, 'law and government': 10, 'networking': 11, 'technology': 12
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