GOOGLE ??? AI ????? SPARROW, LAMDA, PATHWAYS

OpenAI?ChatGPT????GPT-3?????“LLMs”??????????????????????

??????????????LaMDA???????????ChatGPT????????????

??????????????LLMs?????????????????Pathways AI????????????PaLM LLMs?????????GPT-3?3??

?????????OpenAI????LLMs????????????????????????????

???????NASDAQ?GOOGL?NASDAQ?GOOG??????????????????????????????????????????????????????????????????????????????????

???????????????????????????????????????????????????

??OpenAI?????ChatGPT????????????????????????????????????????????????ChatGPT???????????????LLMs????

 

??LLMs?GPT-3??????

??????????????????????????????????????????????

????NLP???????????????????????????????????????????????????????????????????????????????????????????????????????????????????????/????????????????????????????????????????

?????????????????????????????????“BERT”??12??????GPT-3?

??GPT-3??????????????????1750????????????GPT-3????

??GPT-3????“GPT-2”???15????????100???????2020????“??NLG”??????170????????10?????GPT-3????????????????????????NLP??????????????“???????”?“SOTA”??????????????GPT-3??1750????????“??”?????80%????????

??????OpenAI???????????????

????????????????????????????ChatGPT??????GPT-3?????LLMs??????????????????

GPT-3??????????????????????????????????????????????????????????????

?????Andrew Mayne? OpenAI??????

??GPT-3?“?????????????????????”?300???????????????????LLMs????????“????????”??????“????????”????????“??????????????????????”——???????????ChatGPT???????????

???????????????????ChatGPT??????????????????GPT-3?????????????????????????????????????ChatGPT?????GPT-3?????????????“GPT-3.5”?

??OpenAI??????LLMs????????????????????????????????????“WebGPT”?????GPT-3 / GPT-3.5?????????????????????

 

BERT??????????????????????LLMs????????“????????”??????2000?????????????????????“???????????????”????????

??BERT????????????????????????????????????????????????????????????????????“????”?BERT????????????????????????????

?????????????BERT?“LaMDA”???????????????????????????????????????——?????????LaMDA?????????????LLMs????GPT-3?????????????????????LaMDA?“????”?

“??????????”?LaMDA??????I/O???????LaMDA??????????????????“???????”???LaMDA?????????????????????????????????????????????????????????

???????????????????LLMs????????????????????????????????????ChatGPT????????LaMDA???????????LaMDA????????????????????????????????????????????????????LaMDA?????????????LaMDA?????????????????????

????LaMDA??1370???????????GPT-3?1750???????????????LLMs????????????????????????????GPT-3?LaMDA???????????????????????????????LaMDA???ChatGPT?????GPT-3???????????????LaMDA??????LLM?????????????????????????????

????LaMDA???“PaLM”?????????PaLM??????? “Pathway ”?????????????2021?10????Pathway?“??????????????????????”?

????????“??????????????????????????????”???????????????????????????????????Pathways???????????????????????????????????????????

???????PaLM? LLMs????Pathways AI????????????????????????????????PaLM?GPT-3????????????????????LaMDA???????????????????“???”?

 

?GPT-3???PaLM?????????????????????LLMs??5400??????GPT-3?3????OpenAI?GPT-3 LLM????????????????80%???????SOTA??????PaLM????“?????????????SOTA????????BIG-bench?????????????”?????????????150???????“????????????????”?

??PaLM??????BIG-bench??????“?????????”?????????????????????????????????

????Beyond the Imitation Game Benchmark ?BIG-bench?????PaLM?????????????????????150?????????????????PaLM?????????????PaLM????Gopher?Chinchilla????????????58????????????

??????????PaLM???????????????????????????????????????????????PaLM 540B 5-shot?????????????????????

 

 

 

Time:2023-02-10 Click:1362

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