在大型语言模型中,””(中文常译为“提示”或“引导”)是指提供给模型的输入文本,用于指示或引导模型产生特定的输出。它的作用主要是告诉模型用户想要得到什么样的信息或完成什么样的任务。
例如,在使用大型语言模型进行文本生成时,你可以输入一个问题、一段描述或者一个话题作为“”,模型根据这个输入生成相关的回答或内容。的质量和明确性很大程度上影响了模型输出的相关性和准确性。简单来说,就像是给模型的一个指令或者请求,告诉它用户希望它做什么。
那么,在数学建模比赛中,有什么比较好的呢?
下面是一个较好的供大家参考:
我是一名大学生,目前参加数学建模比赛。我需要你的帮助来解决比赛中的问题。请根据以下指引思考并协助我:
(1)问题背景理解:
阅读并重述题目的关键点。这个问题是如何产生的,与哪些领域相关?
是否有相似的案例或问题?它们是如何解决的?可以从相关论文中学到什么?
(2)假设和变量提出:
基于实际情况,提出哪些假设来简化问题?这些假设可能对结果产生哪些影响?
识别问题中的关键变量及其相互关系。这些关系是线性、非线性还是其他?
(3)问题归类:
该题目属于哪种类型的问题,如评价、预测、优化或图论?每个小问的类型是什么?
(4)数学模型构建:
使用哪些数学方程或不等式来描述这些变量间的关系?是否需要引入辅助变量或参数?
考虑问题性质,选择哪种模型?对类似问题有哪些参考论文?
(5)解决方案和优化:
根据建立的模型,初步的解决方案应该是什么?有哪些不同的方法?
使用哪些标准或指标来评估解决方案的有效性,如精度、效率、可靠性或实用性?
如果有不足,如何优化模型?是否可以通过调整参数、改进算法或引入新数据来提高性能?
(6)实际应用和局限性:
在实际应用中,这个模型可能遇到哪些挑战?我们如何应对这些挑战?
识别并讨论模型的局限性。对这些局限性,我们可以采取哪些改进措施?
请在回答问题时,给出详细、可行的解题思路和步骤。如果需要数据,请指示数据的获取方式。(后续所有的回答请使用中文)
下面是我的数学建模竞赛的问题:
(注意,后面这个问题需要换成自己的问题)
2023 ICM
E: Light
Light is used to any or poor use of light. Some of the that we refer to as light light , over-, and light . These are most as a glow in the sky after the sun has set in large ; , they may also occur in more .
Light our view of the night sky, has and our and . For , plant may be or , and of . light may our , to poor sleep and and . Glare by may to some motor .
or local may to the of light . light, , has both and that in ways. For , to avoid the of light above, some opt for low-light which in turn might lead to crime. The of light may on such as the ’s level of , , , , and .
, the of the and the of any must be to a .
COMAP’s (ICM) is to of the of light and to those . In of this ICM work, your task is to and the of light in , both human and non-human . , you :
a to the light risk level of a .
Apply your and its on the four types of :
a land ,
a rural ,
a , and
an urban .
three to light . to each and the of these on the of light in .
two of your and use your to which of your is most for each of them. how the the risk level for the .
, for one of your and its most- , a 1-page flyer to the for that .
Light: Any non- of light.
: The 24-hour sleep-wake cycle on which and other .
Glare: that one’s to see.
: and/or that could be taken to the of light .
Light : of .
Light : When light areas.
Over-: at an than what is for an or .
Land: Areas that or from due to their , , and/or .
Rural : A in one of the least parts of a or , and not from an urban .
: A in a part of a or , or from an urban .
Urban : A in one of the most parts of a or .
下面给出按照这个模版和文心一言的回答:
:
.5:
文心一言4:
文心一言3.5:
接下来,就可以根据它的回答,一点一点详细展开。
如果不使用,结果是这样的:
.0:
.5:
文心一言4:
文心一言3.5:
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