Datasets:
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The AnesBench Datasets Collection comprises three distinct datasets: AnesBench, an anesthesiology reasoning benchmark; AnesQA, an SFT dataset; and AnesCorpus, a continual pre-training dataset. This repository pertains to AnesCorpus. For AnesBench and AnesQA, please refer to their respective links: https://huggingface.co/datasets/MiliLab/AnesBench and https://huggingface.co/datasets/MiliLab/AnesQA.
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The AnesBench Datasets Collection comprises three distinct datasets: AnesBench, an anesthesiology reasoning benchmark; AnesQA, an SFT dataset; and AnesCorpus, a continual pre-training dataset. This repository pertains to AnesCorpus. For AnesBench and AnesQA, please refer to their respective links: https://huggingface.co/datasets/MiliLab/AnesBench and https://huggingface.co/datasets/MiliLab/AnesQA.
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### AnesCorpus
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**AnesCorpus** is a large-scale, domain-specific corpus constructed for **Continuous Pre-training (CPT)** in the field of anesthesiology. It is built from two primary sources:
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- **Domain-specific filtering** from large-scale corpora such as [FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb), using keyword-based heuristics.
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- **PubMed research articles** related to anesthesiology, processed through rigorous cleaning and formatting to ensure high relevance and quality.
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| Language | Rows | Tokens |
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| English | ~1.59M | ~3B |
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| Chinese | ~593K | ~0.2B |
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This curated dataset provides a rich foundation for pretraining language models to understand anesthesiology-related concepts, terminology, and clinical context.
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