9 江骏 探索MakerSuite与PaLM API：解锁大语言模型的力量.pdf

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1、探索 MakerSuite 与 PaLM API解锁大语言模型的力量江骏Google Developer Expert(Machine Learning)字节跳动 火山引擎上海 ShanghaiGeminiGemini with BardEnglish OnlyWhat Well Cover TodayWhats a LLM?01Prototyping:Intro to MakerSuite LLMs for Chat02Moving to code:Intro to the PaLM APIPaLM for TextPaLM for ChatPaLM for Embeddings03Gett

2、ing Hands On:Building with MakerSuite&PaLM API04.What is an LLM?0.020.030.90.010.0LLMs ExplainedDogsRainDropsFishWindandcatsrainingItsRoses are red,Violets are blue,Sugar is sweet,LLMs ExplainedRoses are red,Violets are blue,Sugar is sweet,LLMs Explainedfor(var i=0;i 10;i+)for(var i=0;i 10;i+)Modern

3、 LLMs arelarge.Classic Natural Language Problems LLMs ExplainedEntity extractionClassificationSummarizationSentiment AnalysisTranslationExplain this joke:“I used to be addicted to soap,but Im clean now.”Model:The joke is a pun on the word clean.It has two meanings:Model:User:The joke is funny becaus

4、e it is unexpected.The listener expects the speaker to be talking about the first meaning of clean,but they are actually talking about the second meaning.This creates a surprise and a laugh.To be free of dirt or other unwanted substances.To be free of addiction.LLMs ExplainedModel:1.*Build a volcano

5、.*This is a classic science fair project that is both fun and educational.You can learn about the science of volcanoes,earthquakes,and plate tectonics.2.*Make a solar oven.*This is a great project to learn about renewable energy and how to harness the power of the sun.You can use your solar oven to

6、cook food,dry fruit,or even melt chocolate.3.*Create a 3D printer.*This is a more challenging project,but it is also very rewarding.You can learn about 3D printing technology and design your own custom objects.4.*Build a robot.*This is a great project for those who are interested in engineering and