鉴于信息过载,此论文提出了一个大型语言模型,可以更好地存储、组合和推理科学知识。例如,一个经过训练的模型可能发现不同研究之间的潜在联系。 2. 训练数据 训练数据:4800万篇论文、教科书、讲义,数百万种化合物和蛋白质,科学网站,百科全书等等。 数据集 specialized tokens tokens specialized tokens prompt...
Large language models (LLMs) are a type of machine learning model that learn statistical patterns over text, such as predicting the next words in a sequence of text. Both general purpose and task鈥恠pecific LLMs have demonstrated potential across diverse applications. Science and medicine have ...
https://www.technologyreview.com/2022/11/18/1063487/meta-large-language-model-ai-only-survived-three-days-gpt-3-science/ (2023). Owens, B. How Nature readers are using ChatGPT. Nature https://www.nature.com/articles/d41586-023-00500-8 (20 February 2023). Griliches, Z. Hybrid corn: ...
On August 29, the world's first professional, multimodal large language model (LLM) for the field of lunar science has been released at the China International Big Data Industry Expo.8月29日，一名观众在观看月球科学多模态专业大模型介绍。图片来源：新华社 【知识点】月球是距离地球最近的星球，研究...
2022-11 HELM Stanford Holistic Evaluation of Language Models 2022-11 BLOOM BigScience BLOOM: A 176B-Parameter Open-Access Multilingual Language Model 2022-11 Galactica Meta Galactica: A Large Language Model for Science 2022-12 OPT-IML Meta OPT-IML: Scaling Language Model Instruction Meta Learn...
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientifc Research SciEval 是一个基于科学原则设计的多层次评估基准,结合静态和动态数据,全面评估大型语言模型在基础知识、知识应用、科学计算和研究能力四个维度的科学研究能力。 SciEval: A Multi-Level Large Language Model Evaluation Ben...
Large Language Model Use Cases for Data Science Large language models are used in numerous data science applications. Their ability to process and interpret vast amounts of text data have made them an indispensable part of many data science workflows. Here are four ways these models are being us...
Named for the southern sky constellation, INDUS (stylized in all caps) is a comprehensive suite of large language models supporting five science domains. Credit: NASA Collaborations with private, non-federal partners through Space Act Agreements are a key component in the work done by NASA's Inte...
According to Liu Jianzhong, a researcher at the Institute of Geosciences, the model is correct more than 80 percent of the time.Working things out faster helps scientists learn more quickly and get ready for harder missions(任务) in the future. Using big AI models for moon science can also ...
BLOOM, BigScience Large Open-Science Open-Access Multilingual Language Model; CM, causally masked; CTLR, Conditional Transformer Language Model; GLaM, Generalist Language Model; GLIDE, Guided Language to Image Fiddusion for Generation and Editing; ...