PrismML: Isuzuma ry'ahazaza ha moderi nini z'ururimi zikorera ku bikoresho ubwabyo

#Quasa #QUA #prismml

PrismML ni ikigo cy'ubushakashatsi ku bwenge bw'ubukorano (AI) gifite icyicaro muri Leta Zunze Ubumwe za Amerika (gifite inkomoko ikomeye muri Caltech), cyibanda ku kibazo cy'ingenzi: uko hakongerwa ubwenge muri moderi hatongerewe ingano yazo cyangwa urusobe rw'imikorere yazo. Igisubizo cyacyo ni moderi zibumbiyemo amakuru menshi cyane mu mwanya muto kandi zagabanyirijwe ingano ku rugero rwo hejuru, zitanga umusaruro mwiza zikoresha ububiko, ingufu n'ubushobozi bwo kubara bike cyane.

Igicuruzwa cyabo cy'ibanze, Bonsai 27B, ni modeli ifite ibipimo ngengamikorere miliyari 27, iboneka mu buryo bwa 1-bit (3.9 GB gusa) no mu buryo bukoresha indangagaciro eshatu (5.9 GB). Ibi bituma modeli y'uru rwego ikorera kuri telefoni zigezweho na mudasobwa zigendanwa ubwazo — ibintu bitashobokaga mbere hakoreshejwe moderi zisanzwe zigumana ubusobanuro bwose bw'imibare. PrismML ivuga ko uburyo bwa 1-bit bukoresha ububiko bukubye 14× munsi, bukora vuba ku rugero rwa 8×, kandi bugakoresha ingufu zikubye 5× munsi ugereranyije na moderi gakondo za 16-bit, bugakomeza kandi gushyigikira gutekereza mu byiciro byinshi, guhamagara ibikoresho, uruhererekane rw'imirimo ikorwa na porogaramu zikorana ubwigenge, no gusobanukirwa amakuru yo mu bwoko butandukanye.

Ihame shingiro ry'iki kigo ni “ubwinshi bw'ubwenge bubumbiye mu mwanya muto” — kongera uko bishoboka kose ubwenge bufite akamaro kuri buri biti aho kongera gusa umubare w'ibipimo ngengamikorere. Ubu buryo bugamije gukemura icyarimwe ibibazo bibiri bikomeye: moderi nini zidashobora kujya mu bikoresho bwite, n'ingufu nyinshi cyane zikenerwa n'ibigo binini cyane bibika bikanatunganya amakuru, ku rugero rudashobora gukomeza kwihanganirwa.

PrismML ibereye cyane abategura porogaramu, abakora ibikoresho by'ikoranabuhanga, abashakashatsi n'ibigo bifuza AI ifite ubushobozi buhambaye ikorera ku bikoresho byabo, irinda neza ibanga ry'amakuru, ifite igihe gito cyo gutinda gusubiza kandi ikoresha ingufu neza cyane.

Iby'ingenzi

• Kugabanya ingano ku rwego mpuzamahanga hakoreshejwe 1-bit n'indangagaciro eshatu (moderi zo mu muryango wa Bonsai).
• Bonsai 27B ikorera kuri telefoni ikoresha ~4 GB gusa.
• Iterambere rikomeye mu gukoresha ububiko, mu muvuduko no mu gukoresha ingufu neza.
• Ishyigikira gutekereza, gukoresha ibikoresho n'ubushobozi bwo gutunganya amakuru yo mu bwoko butandukanye ku gikoresho ubwacyo.
• Ishingiro rikomeye ry'ubushakashatsi rikomoka muri Caltech.

Ibishobora gukenera kwitabwaho

• Kubera ko ari ikoranabuhanga rishya ugereranyije n'andi, ubufasha butangwa na porogaramu n'ibikoresho bikorana na ryo, hamwe n'ibikoresho byo kunonosora moderi hakurikijwe imirimo yihariye, biracyaguka.
• Kugeza ubu, umusaruro mwiza kurusha iyindi ugaragara kuri telefoni na mudasobwa zigendanwa bigezweho kandi bifite ubushobozi bwo ku rwego rwo hejuru.

Umwanzuro rusange: inyenyeri 4.6/5

PrismML iri guteza imbere rumwe mu nzego z'ingenzi cyane zirimo gushakishwamo iterambere muri AI muri iki gihe — gutuma moderi nini zishobora gukoreshwa mu buryo bufatika ku bikoresho bya buri munsi. Mu kwibanda ku bwinshi bw'ubwenge bubumbiye mu mwanya muto aho kwibanda ku ngano gusa, iki kigo kirafasha mu buryo bufatika kuvana AI ifite ubushobozi buhambaye kuri seriveri zo kuri interineti ikayegereza ibikoresho ikoreshwaho.

Nawe bona igihembo cya QUA utanga isuzuma kuri Quasa.io!

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