microbiology
microbiology1k-mya-qaretrieval
microbiology1k-mya-qaretrieval
Deduplicated copy of kornwtp/microbiology1k-mya-qaretrieval,
part of the SEA-BED data-quality work.
Source dataset: kornwtp/microbiology1k-mya-qaretrieval
Deduplicated on: 2026-09-17
Task type: qa_retrieval
Splits: train
What changed
Kept in this dataset's ORIGINAL schema -- same columns, same nesting, same extra fields (ids, titles, answers) -- so it is a drop-in replacement for the source repo. Documents differing only in… See the full description on the dataset page: https://huggingface.co/datasets/puttatidam/microbiology1k-mya-qaretrieval.Burmese-Microbiology-1K
Burmese-Microbiology-1K
Min Si Thu, min@globalmagicko.com
Microbiology 1K QA pairs in Burmese Language
Purpose
Before this Burmese Clinical Microbiology 1K dataset, the open-source resources to train the Burmese Large Language Model in Medical fields were rare.
Thus, the high-quality dataset needs to be curated to cover medical knowledge for the development of LLM in the Burmese language
Motivation
I found an old notebook in my box. The book was… See the full description on the dataset page: https://huggingface.co/datasets/jojo-ai-mst/Burmese-Microbiology-1K.microbiology1k-mya-qaretrievalref: https://huggingface.co/datasets/jojo-ai-mst/Burmese-Microbiology-1K
africa-synth-microbiology-culture-sensitivity-senegal
Microbiology Culture & Sensitivity | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: culture_language - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-microbiology-culture-sensitivity-senegal.microbiology-qa-dataset
🦠 微生物医学QA完整数据集 v2.1 (增强版)
📊 数据集概览
指标
数值
总数据量
308,971 条
训练集
278,073 条
验证集
15,448 条
测试集
15,450 条
文件大小
~330 MB
📁 数据来源
1. LLM生成的教科书QA (15,487条)
高质量专业医学问答，使用Qwen-Plus从权威医学教材中提取：
热病桑福德抗微生物治疗指南: 3,350条
临床微生物学手册(上): 3,789条
临床微生物学手册(下): 3,876条
哈里森感染病学: 4,472条
2. CSV微生物报告分析QA (22,842条) ✨增强版
来自9,990份真实微生物检测报告：
物种鉴定与丰度分析
病原体检测与临床建议
菌群多样性评估
增强处理: 去重1,183条 + 问题多样化(Qwen-Plus生成5种表述变体)
3. 过滤的开源医学数据 (270,642条)… See the full description on the dataset page: https://huggingface.co/datasets/xingqiang/microbiology-qa-dataset.microbiologyevents