PrismML Uphononongo: Ikamva LeeModeli Ezinkulu Zolwimi Ezisebenza Ngqo Kwizixhobo

#Quasa #QUA #prismml

I-PrismML yinkampani yophando lwe-AI ese-U.S. (eneengcambu ezomeleleyo kwi-Caltech) egxile kumngeni obalulekileyo: indlela yokwandisa ubukrelekrele kwiimodeli ngaphandle kokwandisa ubukhulu bazo okanye ukuntsonkotha kwazo. Isisombululo sayo ziimodeli ezixinene kakhulu nezicinezelwe kakhulu ezisebenza kakuhle ngoxa zisebenzisa inkumbulo, amandla nezixhobo zokubala ezingaphantsi kakhulu.

Imveliso yayo ephambili, i-Bonsai 27B, yimodeli eneeparamitha eziziibhiliyoni ezingama-27 efumaneka kwiinguqulelo ze-1-bit (eziyi-3.9 GB kuphela) nezamanani amathathu (eziyi-5.9 GB). Oku kuvumela imodeli engaka ukuba isebenze ngqo kwiifowuni ezikrelekrele nakwiilaptop — into ebingenakwenzeka ngaphambili ngeemodeli eziqhelekileyo ezisebenzisa ukuchaneka okupheleleyo. I-PrismML ithi inguqulelo ye-1-bit isebenzisa inkumbulo engaphantsi nge-14×, isebenza ngokukhawuleza nge-8×, kwaye isebenzisa amandla angaphantsi nge-5× xa ithelekiswa neemodeli zesiqhelo ze-16-bit, ngoxa isaxhasa ukuqiqa ngamanyathelo amaninzi, ukubiza izixhobo, iinkqubo zomsebenzi eziqhutywa ziiarhente, nokuqonda iintlobo ezininzi zedatha.

Ifilosofi engundoqo yenkampani “kukuxinana kobukrelekrele” — ukwandisa kangangoko ubukrelekrele obuluncedo kwibhithi nganye endaweni yokwandisa nje inani leeparamitha. Le ndlela ijolise ekusombululeni iingxaki ezimbini ezinkulu ngaxeshanye: iimodeli ezinkulu ezingangeni kwizixhobo zobuqu, neemfuno zamandla ezingenakugcinwa ixesha elide zamaziko amakhulu edatha.

I-PrismML ibalungele abaphuhlisi, abavelisi bezixhobo zekhompyutha, abaphandi neenkampani ezifuna i-AI enamandla esebenza kwisixhobo ngokwaso, enokhuseleko olomeleleyo lweenkcukacha zabucala, ukulibaziseka okuncinci nokusetyenziswa kwamandla ngokufanelekileyo kakhulu.

Iimbalasane

• Ucinezelo lwe-1-bit nolwamanani amathathu olukudidi oluphambili ehlabathini (usapho lwe-Bonsai).
• I-Bonsai 27B isebenza kwiifowuni nge-~4 GB kuphela.
• Uphuculo olukhulu ekusetyenzisweni kwenkumbulo, kwisantya nasekusetyenzisweni kwamandla ngokufanelekileyo.
• Ixhasa ukuqiqa, ukusetyenziswa kwezixhobo nokukwazi ukusingatha iintlobo ezininzi zedatha ngqo kwisixhobo.
• Isiseko esomeleleyo sophando esivela kwi-Caltech.

Izinto Ezinokufuna Ukuqwalaselwa

• Njengoko obu buchwepheshe busebutsha noko, inkxaso evela kwinkqubo yobuchwepheshe ebungqongileyo nezixhobo zokulungisa iimodeli ngokweenkcukacha zisanda.
• Ezona ziphumo zibalaseleyo ngoku zibonwa kwizixhobo zala maxesha ezikumgangatho ophezulu zeefowuni neelaptop.

Isigqibo Sisonke: Iinkwenkwezi eziyi-4.6/5

I-PrismML yandisa omnye weyona mida ibalulekileyo kwi-AI ngoku — ukwenza iimodeli ezinkulu zisebenziseke kwizixhobo zemihla ngemihla. Ngokugxila ekuxinaneni kobukrelekrele endaweni yobukhulu nje, inkampani inceda ukususa i-AI enamandla efini iyise kwizixhobo ezikufuphi nabasebenzisi ngendlela enentsingiselo.

Nawe fumana umvuzo we-QUA ngokubhala uphononongo kwi-Quasa.io!

Qalisa: https://quasa.io/projects/prismml