PrismML: Tlhahlobo — Bokamoso ba Dimotlolo tse Kgolo tsa Puo tse Sebetsang Disebedisweng

#Quasa #QUA #prismml

PrismML ke khamphani ya dipatlisiso tsa AI e thehilweng U.S. (e nang le metso e matla Caltech) e tsepamisitseng maikutlo phephetsong ya bohlokwa: ho atisa bohlale ba dimotlolo ntle le ho eketsa boholo kapa ho rarahana ha tsona. Tharollo ya bona ke dimotlolo tse peteditsweng haholo, tse nang le bohlale bo bongata bo bokeletsweng sebakeng se senyenyane, tse sebetsang hantle haholo empa di sebedisa memori, matla le bokgoni ba ho etsa dipalo tse fokolang haholo.

Sehlahiswa sa bona se ka sehloohong, Bonsai 27B, ke motlolo o nang le dipharamitha tse 27 bilione, o fumanehang ka mefuta ya 1-bit (3.9 GB feela) le ternary (5.9 GB). Sena se dumella motlolo wa boholo bona ho sebetsa ka kotloloho ho di-smartphone le dilaptop — e leng ntho e neng e sa kgonehe pele ka dimotlolo tse tlwaelehileng tse sebedisang boemo bo felletseng ba ho nepahala. PrismML e bolela hore mofuta wa 1-bit o sebedisa memori e fokolang ka 14×, o sebetsa ka potlako ka 8×, mme o sebedisa matla a fokolang ka 5× ha o bapiswa le dimotlolo tse tlwaelehileng tsa 16-bit, empa o ntse o tshehetsa ho beha mabaka ka mehato e mengata, ho bitsa disebediswa, ditsamaiso tsa mosebetsi tsa di-agent, le ho utlwisisa mefuta e mengata ya tlhahisoleseding.

Filosofi ya motheo ya khamphani ke “tekanyo ya bohlale bo bokeletsweng” — ho eketsa bohlale bo molemo ka ho fetisisa ho bit ka nngwe ho e na le ho eketsa feela palo ya dipharamitha. Mokgwa ona o ikemiseditse ho rarolla mathata a mabedi a maholo ka nako e le nngwe: dimotlolo tse kgolo tse sa lekaneng disebedisweng tsa motho ka mong, le ditlhoko tsa matla tsa ditsi tse kgolo haholo tsa data tse ke keng tsa tswellwa pele ka nako e telele.

PrismML e loketse bahlahisi ba mananeo, baetsi ba disebediswa tsa khomphutha, bafuputsi le dikhamphani tse batlang AI e matla e sebetsang disebedisweng tsa bona, e nang le tshireletso e matla ya lekunutu, tieho e nyenyane le tshebediso e baballang matla haholo.

Dintlha tsa Bohlokwa

• Ho petetsa ka 1-bit le ternary ha maemo a lefatshe (lelapa la Bonsai).
• Bonsai 27B e sebetsa difonong ka ~4 GB feela.
• Dintlafatso tse kgolo tshebedisong ya memori, lebelong le ho baballeng matla.
• E tshehetsa ho beha mabaka, ho sebedisa disebediswa le bokgoni ba ho sebetsana le mefuta e mengata ya tlhahisoleseding sesebedisweng ka bosona.
• Motheo o matla wa dipatlisiso o tswang Caltech.

Dintlha tse ka Hlokang ho Elwa Hloko

• Kaha ke theknoloji e batlang e le ntjha, tshehetso ya tikoloho ya yona ya theknoloji le disebediswa tsa ho lokisa dimotlolo ka botlalo di ntse di atoloha.
• Hajwale diphetho tse ntle ka ho fetisisa di bonwa disebedisweng tsa sejwalejwale tsa mehala le dilaptop tsa maemo a hodimo.

Kahlolo ka Kakaretso: dinaledi tse 4.6/5

PrismML e sutumelletsa pele o mong wa meedi ya bohlokwa ka ho fetisisa ho AI hona jwale — ho etsa hore dimotlolo tse kgolo di sebedisehe disebedisweng tsa letsatsi le letsatsi. Ka ho tsepamisa maikutlo tekanyong ya bohlale bo bokeletsweng ho e na le boholo feela, khamphani e thusa ho tlosa AI e matla marung ho e isa disebedisweng tse haufi le mosebedisi ka tsela e nang le moelelo.

Le wena fumana moputso wa QUA ka ho ngola tlhahlobo ho Quasa.io!

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