CASE EVIDENCE / A RECORD
Juexiao Zhou, Bin Zhang, Xiuying Chen et al. (King Abdullah University of Science and Technology / Southern University of Science and Technology) 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T18:17:12.971643+00:00。
原始记录：AutoBA: Automated Multi-Omic Bioinformatics Analysis Agent Powered by DeepSeek LLM 67B Chat
Chinese Brief
Juexiao Zhou, Bin Zhang, Xiuying Chen et al. (King Abdullah University of Science and Technology / Southern University of Science and Technology) 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T18:17:12.971643+00:00。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕研究分析和报告生成的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：AutoBA is an autonomous AI agent for conventional multi-omic bioinformatics analysis (WGS, RNA-seq, scRNA-seq, ChIP-seq, spatial transcriptomics). DeepSeek LLM 67B Chat is one of the explicitly supported LLM backends (c…
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：The agent generates complete, step-by-step bioinformatics analysis plans and executes them locally. Validated by expert bioinformaticians across whole genome sequencing, RNA-seq, single-cell RNA-seq, ChIP-seq, and spati…
DeepSeek LLM 67B (V1) 在该案例中承担研究分析和报告生成相关的生成、分析、编排或实现角色。 原始资料写作：DeepSeek LLM 67B Chat serves as the reasoning backbone for the AutoBA agent, enabling it to understand bioinformatics data variations, autonomously design analysis pipelines, and generate executable step-by-step plans. …
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：AutoBA supports multiple LLM backends (GPT-4, deepseek-coder, etc.); deepseek-llm-67b-chat is one of several supported options rather than the sole model. No published ablation comparing deepseek-llm-67b-chat against ot…