首先我们看第一步 inputs是模型的输入数据,对chatgpt来说输入就是一个单词或者句子,input embedding是对输入的一种预处理,它把输入的单词或句子转换成一个向量,这一步是NLP算法中一个重要的课题,前面我们描述过任何难以用传统数据结构描述的对象都可以用向量来表示,当一个词被转换成多维空间的向量时,我们就能通过...
"--max_length_cot", type=int, default=256, help="maximum length of output tokens by model for reasoning extraction" ) parser.add_argument( "--max_length_direct", type=int, default=32, help="maximum length of output tokens by model for answer extraction" ) parser.add_argument( "--api...
( "--max_seq_len", type=int, default=512, help="The maximum sequence length.", ) parser.add_argument( "--learning_rate", type=float, default=1e-3, help= "Initial learning rate (after the potential warmup period) to use.", ) parser.add_argument("--weight_decay", type=float, ...
1 token is approximately 4 characters or 0.75 words for English text. One limitation to keep in mind is that your text prompt and generated completion combined must be no more than the model’s maximum context length (for most models this...
By understanding the mechanisms, applications, and challenges of RLHF, we can make well-informed decisions on how to leverage this technology for maximum impact and ROI. 感觉,写的怎么样?其实打一眼看上去,还是可以的。至少这要比一个纯小白写出来的,更加有逻辑性,解释了最基本的如同,what,why,how的...
拆解来看,Prompt基本组成其实包括指令(Instruction)、输入数据(Input Data)、背景信息(Context)以及输出指示器(Output Indicator),这些构成了提示词的核心要素,对于设计有效的AI交互至关重要。 1、指令(Instruction):指令直接告诉模型用户希望执行的具体任务;2、输入数据(Input Data):输入数据是模型需要处理的具体信息;3、...
1 token is approximately 4 characters or 0.75 words for English text. One limitation to keep in mind is that your text prompt and generated completion combined must be no more than the model's maximum context length (for most models this is 2048 tokens, or about 1500 words). Check outour...
您可以尝试新的gpt-3.5-turbo-16k模型,它的上下文大小为16384个令牌(相比之下,您似乎使用的gpt-3....
The average tenure (length of customer relationship) is about 32.37 months. The average monthly charge is approximately $64.76. The average total charges are approximately $2279.73. 3.Churn Analysis: The number of customers who have not churned is significantly higher than those who have. ...
Input Data(输入数据):模型处理的具体数据。例如,在翻译任务中,提供要翻译的英文句子。 Output Indicator(输出指示):指示期望的输出类型或格式。例如,在文本生成任务中,指定输出为一段文字。 CRISPE 框架 Capacity and role(能力和角色):定义模型应扮演的角色,如专家、创意作家或喜剧演员。 Insight(洞察):提供模型理...