Incamake
Kontode itandukanye itanga inyandiko-yujuje ubuziranenge mugukuramo imyifatire yururimi ruto, rudakomeye rwururimi ruva murwego runini, rukomeye. Yongerera ibyo umuhanga azi kandi abikunda babuze, kugabanya gusubiramo nibisohoka.
Decoding itandukanye ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Iyo imvugo y'ururimi itoye ijambo rikurikira, itanga amahirwe hejuru yamagambo yayo. Gutandukanya ibintu bitandukanye (byatangijwe na Li n'abandi muri 2022) bikoresha moderi ebyiri murwego rumwe: 'umuhanga' munini na 'amateur' muto. Aho kwizera impuguke zishoboka, itanga amanota buri mukandida ikimenyetso cyerekana itandukaniro riri hagati yimpuguke-y’impuguke n’abakunzi. Tokens abahanga batonesha ariko abikunda ntabwo bazamurwa; amagambo rusange moderi zombi zikunda (nka 'the' cyangwa interuro zisubirwamo) zirahagarikwa, kubera ko abikunda nabo babakunda. Akayunguruzo gashobora kubanza guta ibimenyetso umuhanga abona ko bidashoboka, bityo itandukaniro ntirishobora guteza ubuswa. Igisubizo kirasobanutse neza, gihuje, kandi ntigisubirwamo inyandiko ndende-ndende kuruta umururumba cyangwa nucleus sampling, nta mahugurwa y'inyongera asabwa.
Ubushishozi
Amanota yibanze ni log p_expert (ikimenyetso) ukuyemo inshuro coefficient inshuro p_amateur (ikimenyetso). Kuberako amateur asangiye amakosa yinzobere (gutonesha ibimenyetso byinshi-byihuta, gusubiramo, gusubiramo gusubiramo), gukuramo log-probabilite bihagarika ubwo buryo bwo gutsindwa mugihe cyo kubika ubumenyi bwinzobere. Inzitizi yo guhuza n'imihindagurikire y'ikirere igumya gusa ibimenyetso hejuru y'agace (alpha) k'impuguke zo hejuru zishoboka, bikabuza itandukaniro ryo kongera amagambo adasanzwe, adahuye.
Kumenya Kudatandukanya
Kontode itandukanye itanga inyandiko-yujuje ubuziranenge mugukuramo imyifatire yururimi ruto, rudakomeye rwururimi ruva murwego runini, rukomeye. Yongera ibyo umuhanga azi kandi abikunda babuze, kugabanya gusubiramo nibisohoka. Decoding Itandukanye ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Decoding itandukanye nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha igishushanyo mbonera cya Decoding yerekana, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Kubyara inkuru ndende, idasubirwamo cyangwa ingingo ikomeza aho nucleus sampling igenda ijya mumuzinga
Guhuza impuguke ya 65B hamwe na 1.5B yikinira kugirango utezimbere ibisekuruza byafunguye neza neza
Kugabanya gusubiramo kwangirika mugusubiramo hamwe nibisubizo byibiganiro
Gukora nkibishingiro bya DoLa-yuburyo bwo kwigereranya no gutandukanya ibintu bifatika
Uburyo bwo Gushyira mu bikorwa
Decoding itandukanye mu myitozo
Kubyara inkuru ndende, idasubirwamo cyangwa ingingo ikomeza aho nucleus sampling igenda ijya mumuzinga.
Kubyara inkuru ndende, idasubirwamo cyangwa ingingo ikomeza aho nucleus sampling igenda ijya mumuzinga Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Decoding itandukanye mu myitozo
Guhuza impuguke ya 65B hamwe na 1.5B yikinira kugirango utezimbere ibisekuruza byafunguye neza neza.
Guhuza impuguke ya 65B hamwe nabakunzi ba 1.5B kugirango batezimbere ibisekuru bitarangiye nta guhuza neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Decoding itandukanye mu myitozo
Kugabanya gusubiramo kwangirika mugusubiramo hamwe nibisubizo byibiganiro.
Kugabanya gusubiramo kwangirika mu ncamake hamwe n’ibisubizo by’ibiganiro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Decoding itandukanye mu myitozo
Gukora nkibishingiro bya DoLa-yuburyo bwo kwigereranya no gutandukanya ibintu bifatika.
Gukora nkibishingiro byuburyo bwa DoLa-butandukanye no kugereranya na salusiyo yo hasi Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.