两种数据集的结果一致,下面以 BioS 为例,展示一个样例条目:Anya Briar Forger was born on October 2, 1996. She spent her early years in Princeton, NJ. She received mentorship and guidance from faculty members at MIT. She completed her education with a focus on Communications. She had a professional role at Meta Platforms. She was employed in Menlo Park, CA.
下面介绍用 FastGpt + Oneapi + Gemma:2b + M3E + Mongo + Pg + Ollama-webui 搭建的本地知识库,系统运行环境为 centos7,cpu 4核,内存 16G。
向量数据库在构建基于大语言模型的行业智能应用中扮演着重要角色。大模型虽然能回答一般性问题,但在垂直领域服务中,其知识深度、准确度和时效性有限。为了解决这一问题,企业可以利用向量数据库结合大模型和自有知识资产,构建垂直领域的智能服务。
例如,最新的吵的沸沸扬扬的ruozhi吧数据也还不错的COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning,提供了一个高质量的中文数据集。
2024年世界人工智能大会(WAIC)期间,复旦大学金融科技研究院、国泰君安证券股份有限公司、达观数据有限公司以及上海燧原科技股份有限公司共同签署了战略合作协议,共同推进基于国产算力的金融行业大模型的研发与应用。现场,达观知识库V5.