fromlangchainimportFewShotPromptTemplateexamples=[{"word":"happy","antonym":"sad"},{"word":"tall","antonym":"short"},]example_formatter_template="""Word:{word}Antonym:{antonym}"""example_prompt=PromptTemplate(input_variables=["word","antonym"],template=example_formatter_template,)few_shot_p...
Students have to quickly find the synonym or antonym (as per your instruction) for each word. Match-Up Activity (10 mins): Hand out worksheets with two columns of words, one for synonyms and one for antonyms. Th...
from langchain_core.prompts import PromptTemplate from langchain_core.prompts import FewShotPromptTemplate examples = [ {"word":"大","antonym":"小"}, {"word":"左","antonym":"右"}, {"word":"上","antonym":"下"} ] example_template = """ 单词:{word} 反义词:{antonym}\\n """ ex...
示例说明:下图展示了APE技术的几个步骤。 Proposal(提议):使用LLM生成初始提示 “write the antonym of the word”。 Scoring(评分):对生成的提示进行评分,评分的依据是提示的对数概率(不同提示分数不一致,有0.26、0.28等) High Score Candidates(高分候选项):保留得分较高的候选提示,丢弃得分较低的提示。例如,得...
1.Proposal(提议):使用LLM生成初始提示 “write the antonym of the word”。 2.Scoring(评分):对生成的提示进行评分,评分的依据是提示的对数概率(不同提示分数不一致,有0.26、0.28等) 3.High Score Candidates(高分候选项):保留得分较高的候选提示,丢弃得分较低的提示。例如,得分为-0.86和-1.08的提示被丢弃,...
[str], int] = lambda x: len(re.split("\n| ", x)) ) FewShotPromptTemplate( example_selector=example_selector, example_prompt=example_prompt, prefix="Give the antonym of every input", suffix="Input: {adjective}\nOutput:", # 这里的input_variables与suffix中的adjective对应 input_variables...
1.Proposal(提议):使用LLM生成初始提示 “write the antonym of the word”。 2.Scoring(评分):对生成的提示进行评分,评分的依据是提示的对数概率(不同提示分数不一致,有0.26、0.28等) 3.High ScoreCandidates(高分候选项):保留得分较高的候选提示,丢弃得分较低的提示。例如,得分为-0.86和-1.08的提示被丢弃,得...
-0.20: give the opposite of the word provided.-0.24: produce an antonymforeach word.-0.24: give the opposite of the word given.-0.24: produce the opposite of the given word.-0.25: choose the antonym of the word given.-0.26: produce antonyms.-0.26:"give the antonym of the word."-0.36...
bash run-improve.sh \ --algo_config gpo.yaml \ --task_config improve-antonym/improve-nplib.yaml \ --path [path/to/pregenerated/space]--gpu specifies the GPU id. Defaults to "auto", which allows the script to automatically select the GPU with lowest memory usage. --version is the ...
with the synonym of every proportional statement. Or vice-versa. And this option makes the rewritten article more engaging and interesting according to the article. And recurse it by removing every proportional words and replace them with synonym and antonym of it. Replace statements with similes ...