PrismML Ongororo: Ramangwana reMamodheru Makuru eMutauro Anoshanda Pamidziyo

#Quasa #QUA #prismml

PrismML ikambani yekutsvakurudza nezveAI iri muU.S. (ine midzi yakasimba kuCaltech) inonyanya kutarisa dambudziko rinokosha: kuwedzera ungwaru hwemamodheru pasina kuwedzera ukuru hwawo kana kuoma kwawo. Mhinduro yavo mamodheru ane ungwaru hwakawanda hwakarongedzwa munzvimbo duku zvikuru, akadzvanywa zvakanyanya, anoita basa nemazvo achishandisa ndangariro, simba nezviwanikwa zvekuverenga zvishoma zvikuru.

Chigadzirwa chavo chikuru, Bonsai 27B, imodheru ine maparamita mabhiriyoni 27 inowanikwa mushanduro ye1-bit (3.9 GB chete) neyeshanduro yemakoshi matatu (5.9 GB). Izvi zvinoita kuti modheru yakakura kudai ishande yakananga panharembozha dzakangwara nemakombiyuta anotakurika — chinhu chaimbotadza kuitwa nemamodheru enguva dzose anoshandisa nhamba dzisina kuderedzerwa kunyatsorurama kwadzo. PrismML inoti shanduro ye1-bit inoshandisa ndangariro shoma zvakapetwa 14×, inoshanda nekukurumidza zvakapetwa 8×, uye inoshandisa simba shoma zvakapetwa 5× kana ichienzaniswa nemamodheru akajairika e16-bit, ichiri kukwanisa kufunga nematanho akawanda, kudana maturusi, kuita mabasa kuburikidza nevamiririri veAI vanozviitira mabasa, uye kunzwisisa mashoko ari mumhando dzakasiyana.

Pfungwa huru inotungamirira kambani iyi ndeye “kuwanda kweungwaru munzvimbo duku” — kuwedzera ungwaru hunobatsira pabiti rimwe nerimwe pane kungowedzera uwandu hwemaparamita. Nzira iyi ine chinangwa chekugadzirisa matambudziko makuru maviri panguva imwe chete: mamodheru makuru asingakwani pamidziyo yemunhu, uye simba rakawandisa rinodiwa nenzvimbo huru dzemakombiyuta anochengeta nekugadzirisa mashoko, risingagoni kuramba richipiwa kwenguva refu.

PrismML yakakodzera vagadziri vezvirongwa zvemakombiyuta, vagadziri vemidziyo yemakombiyuta, vatsvakurudzi, nemakambani anoda AI ine simba inoshanda pamidziyo yavo, ichichengetedza zvakavanzika zvakasimba, ichipindura pasina kunonoka kukuru, uye ichishandisa simba nemazvo zvikuru.

Zvinonyanya Kukosha

• Kudzvanya kwe1-bit nekwemakoshi matatu kuri padanho repamusoro pasi rose (mhuri yeBonsai).
• Bonsai 27B inoshanda panharembozha ichingoda ~4 GB chete.
• Kuvandudzika kukuru pakushandiswa kwendangariro, kumhanya, nekushandiswa kwesimba nemazvo.
• Inotsigira kufunga, kushandisa maturusi, uye kugona kubata mashoko emhando dzakasiyana pamudziyo wacho.
• Hwaro hwakasimba hwekutsvakurudza hunobva kuCaltech.

Zvingada Kufungwa Nezvazvo

• Sezvo iyi iri tekinoroji ichiri itsva, rutsigiro rwezvirongwa nemidziyo inoshanda nayo pamwe nematurusi ekunyatsogadzirisa mamodheru zvichiri kuwedzera.
• Parizvino, migumisiro yakanakisisa iri kuonekwa pamidziyo yemazuva ano yemhando yepamusoro yenharembozha nemakombiyuta anotakurika.

Mutongo Wakazara: nyeredzi 4.6/5

PrismML iri kuendesa mberi imwe yenzvimbo dzinokosha zvikuru dziri kufambira mberi muAI pari zvino — kuita kuti mamodheru makuru akwanise kushandiswa pamidziyo yemazuva ose. Nekunyanya kutarisa kuwanda kweungwaru munzvimbo duku pane kungotarisa ukuru chete, kambani iyi iri kubatsira kufambisa AI ine simba kubva kumakombiyuta ari kure anowanikwa neindaneti ichiuya pamidziyo inoshandiswa nevanhu, nenzira ine pundutso.

Wanawo mubayiro weQUA nekunyora ongororo paQuasa.io!

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