AI大模????5ä¸??³é?????ï¼????æ½??¨å??¨å?ºæ????è¦????¹å?³æ³¨ï¼?????模大???????þ=???³ç??æ¯?ä¸????¸é?½è?½å??大模??ï¼?

?????¨æ??è¿?ä¸???èµ?????交æ?è¿?ç¨?ä¸????ä»????°é?¨å????èµ????¨ä?大模???¸å?³ç????ä¸??³é?????ä¸?å­??¨ä?äº???æ­§ï???????å¸?????对è?äº????è°?è°???ä»???认è???

???????ä¸?ï¼?????ºæ???????ä»???è¦????¹å?³æ³¨??æ½??¨å??¨å?ºæ???

????寻æ?¾å¤§æ¨¡å???¶ä»£??????åº??¨ã??????å¸??ºä¸­å¯»æ?¾å¤§æ¨¡å???½å?°å?ºæ?????¹å??ºæ??????ºä?以å??ºæ????线æ?§å?????³â????ä¹??·æ??å·²ç??½å????äº?????å¾??´å¥½????ä½?äº?å®?ä¸?ï¼?以å???æ¯?次æ?????©æ?°æ??ç»??½å¸¦?¥ä?ä¸?äº???????????产å??å½¢æ?????½å?°å?ºæ??????ä»??为ï??¸å?äº?对ä?????产å????èµ??½ï?大模???´å¤§??ä»·å?¼æ??许å?¨ä?å¸??©æ??ä»?§£?³ä?äº?ä¹?????æ³?解å?³ç?????ï¼?????????±ä????????????¹é?¢ç????????æ³?解å?³ç?????ï¼???å°±å??移å?¨ä???ç½???????级å??¨é?½æ???¨æ?°ç???¶ä»£??????????ï¼???ä¸????PCäº???ç½?è¿?移è??¥ç????

?????³ä?AI大模????äº?ä¸??³é????? | ?½å??计ç??? src=

?????¨ç?å¾?大模????ä¸??½å?°ç??è¿?ç¨?ä¸????ä»??å¿?è¿?äº??²è???æ¯????????ä»»ä?ä¸?项æ????????ä¸??½å?°é?½ä????è¹´è??å°±ç??ï¼?并ä????¨å????èµ????³å??£æ?·ï?è¿?ä¸???????大模??ï¼?ä¸?ä¸???å°±ç?´æ?¥äº§???¶å?¥ã???¨è?ä¸??ç¨?ä¸??大模???½å?°ç???????é¢?????å®???ä¸??´å??¥è?????ä»???º«å¿???????????å°±å????ä»?¸¸å¸¸å???°ç??ä¸??¥è?ï¼???å½?ä¸?项æ?????????????ï¼???ä»??å¾?ä¼?é«?ä¼°å???????å½±å??ï¼???ä½?ä¼°å????¿æ??å½±å???????¨æ??????è¿?åºþ?º¢å¥?ä¹???ï¼???ä»??å¾???对æ???????½å?°å?????äº??²è???

?????¨æ?¥å????寻æ??I??????¨å??¨å?ºæ?????¹æ?论æ???ä¹?ï¼???ä¸????ä»?·²ç»?ç»??ºä?寻æ??Iæ½??¨è?½å?°å?ºæ?????¹æ?论ï?è¿???ä¸???èµ?è¿°ã??ä»?å°±ä?ä¸??????????????è¡¥å???¢è???

?????¨ä??????¥å??ä¸???¨æ??ä»??????ä¸?ä»·å?¼ç??大å????????°æ???·å???¾åº¦??两个维度对å?ºæ???è¡?äº?????ï¼?并æ???ºå?äº?ä¸??????¸è??è¨?ï¼??¸å?äº?BATç­?äº???ç½?巨头ä¸?ç§?大è?é£?ç­?????é¢???巨头??è¨?ï¼?ï¼?æ½??¨æ?ºä????½æ?´å??°æ?¥è????¿å°¾?ºæ????

?????³ä?AI大模????äº?ä¸??³é????? | ?½å??计ç??? src=

?????£ä?对ä???ç¬??象é????ï¼??³â??å°????ºæ???????¿å°¾?ºæ????象é????ç¬??象é???³â??å¼??¾å?ºæ???????¿å°¾?ºæ????象é???¥è?ï¼???±»?ºæ?????´å¥½??æ½??¨æ?¹å???????ä»??为æ???äº?象é?????????¨ä?ï¼?

????ç¬??象é??????å°??????¹æ?§æ???³ç???¸å?äº?模å???½å????è¨?ï¼??°æ???·å???½å???´é??è¦?ï¼?æ¸?????è¡?ä¸?è¯??????¥æ????ä¼????´å¼º??è¯?è¯???????对ä?ä¸?ä¸???¾æ?§ç???ºæ???¥è?ï¼?大模??????è¯?è¯????´é?????¨è?ç±»å?ºæ??¸­ï¼???è¢???½ä?ä¸???????ä¸???º§???°ç??åº??¨å???????½æ??ç»????ç«?äº???ï¼??þ@??å°±æ??è¢?¤§æ¨¡å????????????é£??©ï?????¸´å¸??ºä???类产??????è´¨å??ç«?äº???????ç»?º§???°ç???????¾ç?¶å¹¶ä¸?容æ????

?????³ä?AI大模????äº?ä¸??³é????? | ?½å??计ç??? src=

???????äº?ï¼?大模????主è???ä¹????þ@?¨ä?????解å?³é???????ç¡?º¦ï¼?

?????¸å???è¨?ï¼?????解å?³å???¹é???????ç¡?º¦??许æ??¤§æ¨¡å??å¸þ=?¥ç????ä¸??£ä???è¦?????????????为æ??论æ??¤§æ¨¡å??è¿????ºæ????模å??ï¼?ä¾??¶æ???ºä?ç»?计å?æ¡??¶ï????¶æ??æ³?å½»å?解å??I?½å????ä¸???§£???§é???ï¼?è¿?å°±æ???³ç??å®??¨ä?äº?对ä?corner case???????ºæ????½å?°ä??§ä???常å????????为æ??´¨ä¸??¥è?ï¼?è¿????ä¸???????ä¼þ>???????ï¼??¨è?ç±»å?ºæ??¸­98ï¼?????ç¡?º¦??95ï¼?????ç¡?º¦å¹¶æ²¡????´¨å·?????

?????£ä?ï¼??¤ä???????ç¡?º¦ä¹?å¤?ï¼?大模????æ½???è¿??¨ä?????¹é?¢å???

????ç¬??ï¼?大模????»¥å¸??©æ??ä»?§£?³ä?äº?æ­¤å????æ³?解å?³ç?????¹é?????è¿??¨ä???ä¸?·²??讨è?ï¼?è¿???ä¸???èµ?è¿°ã??

????ç¬??ï¼?大模??????å½»å??¹å??ITå¼?????å¼?ï¼?????????产å??????????ç¨?åºþ:???¨å?å¤????????ºæ??¸­ï¼?客æ?·ç????æ±??½ç?¶å¤§ä½?类似ï¼?ä½?ä»??¶å??¨ç??ä¸?å®???å·??ï¼?æ¯?å¦?客æ?·è??º«??ä¸??¡æ?ç¨?ä¸???ï¼?????T建è???侧é???¹ä???ç­?ç­???è¿?å°±å??´å?¨ä¸ºè¿?äº?客æ?·è?è¡?IT?½å??建è????¶å??ï¼?ä¼?产ç??大é????å®??¶å??å·¥ä?ï¼?使å?IT??????è§?模æ??åº?大æ?????£ã??????大模?????½å?°ï???ç»???·ç???°æ????å°???»¥??è¿???件ç??模å??¥å?¥å¤§æ¨¡å??ï¼???ç«????´ä?交ä???»¥?´æ?¥é??è¿????¶è?è¨????¹å??¥å??°ï?è¿?å°±æ???³ç??ä¸?äº?????è½?»¶????????ç¨?åºþ=????大å???????

?????³ä?AI大模????äº?ä¸??³é????? | ?½å??计ç??? src=

???????ä¸?ï¼?????模大???????þ=???³ç??æ¯?ä¸????¸é?½è?½å??大模??ï¼?

??????è¿?????èµ?????交æ?ä¸????ä»????°ä?ä¸?ä¸???常æ????????è§??¹ï?????大模???¸å?³ç????å¸?ä¼?è¶??¥è?å¤?ï¼??¨å????èµ????´è?ä¸?认为æ¯?家å???¸é?½å??»¥??大模????

???????¨æ??ä»????¥ï????µå¹¶??å¦?大å????³ã????建ä?ä¸?¥½??大模??ä»??¶æ??诸å?å£???ï¼??????ä¸???äº?ï¼?

????èµ???????è¿??????¾è????è§???ä¸?ä¸??????ä¼????¨ç?¥ï?è®??ä¸?ä¸??¾äº¿???°ç??大模??ï¼???è¦????¾å?GPU?¡ï?æ¯?å¼???ä¸?ï¼??£å°±???³ç????建é??群ç??????°±????ä¸??°æ?°äº¿???????¥ã??å¦???è®????????亿å???°ç??模å??ï¼?????è¦????¡é??群ã??å¾??¾ç?¶ï?è¿??¹é?¢ç?????¥å¹¶ä¸????ä¸??????½æ??å®????»å????????ä¸?ï¼??¨è?ç»?è¿?ç¨?ä¸??äº?äº?èµ?æº???è°??¨ä?ä¼?æ¶???大é????????

????å·¥ç????½å??ï¼?????å¤???对ä?GPTç³»å??模å??????究å?ºç?主è??ºä?Open AI?³ä?Instruct GPT??ä¸?ç¯?论æ??????PT-3??Instruce GPT??以å????????¸­ï¼?Open AI对ä?GPT??????????¨å?æº???ï¼???ä¸??????表ç??论æ??ä¸?¡¨è¿°é??常è?ç»?ï¼???????GPT模å??????è·??????¨ç???°æ???????ä¹?ç­?ç­???ä½?ä»?è¾¾è???模å??å¼?å§?ï¼?code-davinci-002,2022å¹?1å·þ@?³ï?ï¼?GPTç³»å??èµ°å??äº????????çº????????¥è?ï¼?Open AIæ­¤å??å·²ç????äº?å®???主è???è·???£ä?为ä?ä¹??¶ä????????¶è?没æ??å®??°å??¨æ??ä¹?ä¸???å¤??»ï??¶ä¸­ä¸?ä¸???è¦???????å°±å?¨ä?ï¼?Open AIä¸????å®????°æ??·¥ç¨??¹é?¢ç??ä¿¡æ???æ¯?å¦?å¦?ä½??·å???°æ????°æ???ç»?????ä¹?????ï¼????·æ?????°æ¨¡??ä¸??ç­?????以ï??½ç?¶æ¨¡????º«å¹¶æ²¡???£ä?强ç??å£???ï¼?ä½????ä½?è®????å¤????°æ????????????常å???å·¥è?ºæ??å·§ç??ï¼?ä¹?å°±æ????ä»??常æ???°ç??å·¥ç????½å????

?????????ï¼?大模????å¸þ=?¥ç????????¹³æ°?????è¶??¿æ???þ??让å?ºæ????模å???¶ä»£é¢??????©å?è¢?¿«??é¢?è¦?ï¼?

??????ä»??为ï?并ä?ä¼???

????ä»??????åºþ

????ç¬??å±?????FT???°æ????fine-tuneï¼??¶ä¸­SFT?°æ??°±???£ä????对ã???¨è?ä¸??ç¨?ä¸??模å??ä¹?å¾????¶å?并ä?????ä¸??ä¸???æ·±å?¥ç?¥è?ï¼??????ç§??´ç???人类????????ç­?模å????¨è?ä¸??ç¨?ä¸????ä»???è¦??????对ç???°é??å¾?å¾?ä¸?ä¼?å¾?大ã???¹æ????ä»?º§ä¸?è°?????ç»???ï¼?è®??ä¸?ç§??¨æ?°ç???½å??ï¼??ºæ???????è¦????¡çº§???????对ã??

????ç¬??å±????¨é?è®????è¿?ç¨?ä¸??????大é??????è¡?ä¸???è¯???对模??è¿?è¡?è¿?ä¸?æ­¥å?°è?ç»????¨è?ä¸??ç¨?ä¸??为ä?使å?模å?????¡è?é¢?????è¡?ä¸??¥è?ï¼???ä»???è¦?????对å?é¢???大é????è¯???è¿?è¡?è®??ï¼????¶è???è¦?ä¿?è¯???????è¯?????è´¨é??ï¼??þ@?????·ä?å½±å??模å???¸é?????????

??????模å???¸é???ä»???è¦?ä¸?å®?ä½?????è¡?ä¸??°æ?????¹æ????ä»?º§ä¸?è°?????ç»???ï¼???è¦????¶ä½¿?¨ä?述两ç§??¹å?ï¼????½å?¨æ??大模?????¸é?????è¡?ä¸?模å????è¿?ç¨?ä¸??·å?æ¯?è¾?好ç????????è¿?å°±æ???³ç????模å???¸é?????è¿?ç¨?ä¾??¶ä?对è?ä¸??°æ????大é??????æ±???

??????å¾??¾ç?¶ï?并ä????ä¸??ä¸???è¡?ä¸?è¯????½æ??????·å??????¨æ??ä»???????¥å??ä¸????è¿?ä¸????å½?ç»?为ä????ºæ????¾æ?§â???????ï¼?è¯þA??¥å????AI大è??µ·?¶ä»£???°å?ç½?????ï¼?ï¼?è¿?????ä»??ä½?ç®?è¦???è¿°ã??

?????¨å??¾å?ºæ??¸­ï¼???模å???¸é???????è¦????°æ????»¥??è¿??????段è?·å????????ç»??????°å?´ç??æ¶?è´¹ç?µå???????è¡????ºæ?¥ç????ç§?åº????æ¯?å¦????ºä???????è½?»¶???ºè?½é?³ç?ä¸???è½?»¶ç­?ç­???è¿?äº????½æ???¸å??????å¼??¾å?ºæ??????使ç?¨è??使ç?¨æ??ä¸?º§?????°æ???´æ?¥æ?æ·??¨ä?产å??ç»?ç«??????°ã??

?????¨å????ºæ??¸­ï¼??°æ?????¹å?ç±»å?????ºæ??深度ç»?å®?ï¼???模å???¸é???????è¦????°æ???容æ???·å?ï¼??°æ????æ¸???æ¯?模å???½å????º«?´é??è¦???2B????2G?????´é???ä¸???å¾?å¤?ç»???èµ???????å°????ºæ????ï¼?æ¯?å¦??»ç???????²ã???¿æ???å·¥ä?ç­?ç­????¨è?ç±»å?ºæ??¸­ï¼??°æ???????¹å?ç±»å?????ºæ??深度ç»?å®???ï¼?以è?³ä?对ä??°è??¥è???¥è??°æ???·å???¾åº¦å¾?大ï???ä¸??¾ä»¥?¨ç???¶é?´å????建起??客æ?·ä??´ç??ä¿¡ä»»?³ç³»ï¼????°æ???·å???½å????æ¸???ä¼??¿â??????¸»å¯¼ï?å°?模å???¶ä»£??é¢??????©ç?¨å¤§æ¨¡å??å®??°â??????è¿?»£????æ¦????´é???

???????äº?ï¼????¶æ?¥æ??大模?????????ºæ???°æ???????¸æ??ä½?ä¼??¿ï?

?????¨æ??ä»??论大模å??对è?ä¸?èµ??½ç???¶å??ï¼?天ç?¶å°±?????¸å??为ä?大模????????è¢???½å????两类??ä½???ä»??为ï????¶æ?¥æ??大模????ä¼?å¤??????ºæ???°æ???????¸æ???´æ??ç¨?缺æ?§ï??¶ç?äº?ä¼??¿è?³å??¥è???以ä???ä¸??¹é???

????ç¬??ï¼?????åºþ???¿ã??

??????ä»??为ï??½ç?¶ç????大模??ä»?å¤?äº?????模大???????¶æ?ï¼?ä½??????¶é?´ç???¨ç§»ï¼?å¿?å°???ç»?大å??°å???????ºç?äº?ï¼?大模????ç»?ä»?å°???·¨å¤´ç??游æ????è¿?å°±æ???³ç??ï¼???ç»???»¥???©ç??大模??并ä?å¤???

?????¨è?ä¸??¶æ?ï¼?大模??????å·²ç?建ç?èµ·ä??????????????????诸å?å£???ï¼?è¯?è¯?????ä¹?ä¸??????¨è?ç§????µä?ï¼?对ä???ä¸??¹å???????客æ?·æ?¥è?ï¼?å¯?å¸???äº?大模????????对å?¶è?è¡?模å???????¸é?????è®???????å®???????

????è¿?????»¥å¼??¥ä?ä¸????¨é©¾é©¶è?ä¸???ä¾?å­?è¿?è¡?ç±»æ?????DAS???¶ä»£ï¼?Mobileye??????¨ç??ç»?大é?¨å????份é?ï¼?è¿?å°±æ???³ç??å®???è¦????¶æ???¡å?¨ç??诸å???主æ?ºå??ï¼?ä¸?论æ???主è?ä¸?è¿????è§?ä¸??½é?¾ä»¥??对æ?ä¸?¸»?ºå??????æ±?è¿?è¡????¶æ??????????????»¥è¯´ï?æ­£å??为å?¨ä?ä¸?ä¸??¶æ???强å?¿ï?导è??obileye?¨è???å¹´é??æ¸?å¼?å¾???

????æ­¤æ?¶ï?对ä????¶æ?¥æ??大模???????´è?ä¸??ºæ???????¸è??è¨?ï¼?两个?¢é????????å±?äº????¸å???¨ç??èµ?æº?è°?åºþ

?????³ä?AI大模????äº?ä¸??³é????? | ?½å??计ç??? src=

????ç¬??ï¼?è¿?»£??????ä¼??¿ã???¨å?©ç?¨å¤§æ¨¡å??è¿?è¡????¸é???å¾??°è?ä¸?模å????è¿?ç¨?ä¸??大模????è¡?ä¸?模å??ä¹??´æ????¨ä?å®?ç¨?åºþ>?????þ@????????ä¹?å°±æ???ï¼?å½??ºç?大模??è¿?è¡??????´æ?°å??ï¼?å¦???ä¸?对è?ä¸?模å??è¿?è¡????°ç??è¿?»£ï¼?????产ç???????????½ä???è¿??¥ç?±ä?大模??????级è????å·?????对ä????¶æ?¥æ??大模???????´è?ä¸??ºæ???????¸è??è¨?ï¼??¨è¿­ä»£æ?????¹é?¢å?·æ?????¾ä??¿ã??

????ç¬??ï¼?å·????ç«?äº???ä¼??¿ã????ä¸??¥ç?常è???èµ?????èµ·ç??è¯?ï¼???å½????????¸é?½å?????¶ï?å°±æ???³ç?????½æ²¡?????¸ç??æ­£å?????????¨æ?????¶æ?ï¼?ä¸?ä¸??????ºæ??¸­??ä¸??????¸ç?±ä?对ä?大模?????¥å??ç¨?åºþ@???¥å?¥é??åºþ????ï¼??¶äº§??ç«?äº?????对æ????½ä???????????ä½?ä»??¿è??¥ç??ï¼??¨æ??ç»????ºç????家大模å????????????²¡??代差?????µä?ï¼?大模??对ä?è¡?ä¸??¼å???å½±å????è¶?äº?å¼±å?????³æ??ç»?????????许æ??¤§æ¨¡å????????ç»?ç«??è´¹è??ï¼?ä½??????????¨å??ä¸?ä¸?并ä?ä¸?å®?ä¼?????????对ä????¶æ?¥æ??大模???????´è?ä¸??ºæ???????¸è??è¨?ï¼?å°?ä¸???è¦??¢å???è´¨å??ç«?äº????????

?³é?????读ï? AI大模??

责任���??�nbsp;RF12607
精彩?¨è??
??è½½æ?´å?
?¨é?¨è?è®