Incamake
Nucleus (top-p) hamwe na top-k icyitegererezo ni uburyo bwa decoding uburyo bwongeramo uburyo bwo kugenzura ibyanditswe muguhagarika ibimenyetso bishobora guhitamo. Ntacyo bitwaye kuko bituma AI yandika yumva ari karemano kandi itandukanye aho gusubiramo cyangwa robot.
Nucleus na Top-k Icyitegererezo ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Ururimi rwicyitegererezo rusohora ikwirakwizwa ryamagambo yose kuri buri ntambwe. Gutoranya biturutse kuri byo birashobora gutoranya ibintu bidasanzwe, ibimenyetso bike-bishoboka; burigihe gufata ikimenyetso cyo hejuru (umururumba) gitanga uduce twinshi, dusubiramo. Top-k icyitegererezo ikosora ibi mugukomeza gusa k ibimenyetso byinshi bishoboka (vuga k = 40), guhindura ibintu, no gutoranya muri byo. Nucleus sampling, yatangijwe na Holtzman n'abandi. muri 2019, ahubwo igumane urutonde ruto rwibimenyetso bifite amahirwe yo guhuriza hamwe arenze igipimo cya p (urugero, 0.9) - 'nucleus'. Inyungu nyamukuru nuko iyi seti igabanuka mugihe icyitegererezo cyizeye kandi cyaguka mugihe kidashidikanywaho, gihuza imbaraga. Byombi bikunze guhurizwa hamwe nubushyuhe bukarishye cyangwa buringaniza ikwirakwizwa mbere yo gutoranya.
Ubushishozi
Itandukaniro rikomeye ryakosowe hamwe no guhuza n'imihindagurikire y'ikirere. Hejuru-k buri gihe ibika neza k ibimenyetso, birashobora kuba bike cyane mugihe amahitamo menshi yumvikana, cyangwa ushizemo imyanda mugihe abashakanye gusa bumvikana. Top-p ibika umubare uhinduka - gusa ibimenyetso bihagije kugirango bipfundikire misa p - bityo igabanya umurizo muremure utizewe mugihe wubaha uburyo bwo gukwirakwiza cyangwa hejuru. Ubushyuhe (mubisanzwe 0.7-1.0) bukuraho logi mbere yuburyo ubwo aribwo bwose: indangagaciro zo hasi zibanda kubishoboka, indangagaciro zo hejuru zirayikwirakwiza.
Kumenya Nucleus na Top-k Gutoranya
Nucleus (top-p) hamwe na top-k icyitegererezo ni uburyo bwa decoding uburyo bwongeramo uburyo bwo kugenzura ibyanditswe muguhagarika ibimenyetso bishobora guhitamo. Ntacyo bitwaye kuko bituma AI yandika yumva ari karemano kandi itandukanye aho gusubiramo cyangwa robot. Nucleus na Top-k Icyitegererezo ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Nucleus na Top-k Icyitegererezo 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 Nucleus na Top-k Igishushanyo mbonera cyerekana, 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
Ibiganiro ukoresheje top-p hafi 0.9 kugirango ukomeze ibisubizo bitandukanye ariko bihuye mubiganiro
Abafasha kwandika buhanga bazamura ubushyuhe na p kugirango bungurane ibitekerezo kubitekerezo bitandukanye
Ibikoresho-byerekana ibikoresho bigabanya ubushyuhe na k kubindi bisobanuro, bikosora neza
Abakoresha API bahuza ibipimo bya top_p na top_k kugirango bagenzure uburyo ibyagezweho byintangarugero
Uburyo bwo Gushyira mu bikorwa
Nucleus na Top-k Gutoranya mubikorwa
Ibiganiro ukoresheje top-p hafi 0.9 kugirango ukomeze ibisubizo bitandukanye ariko bihuye mubiganiro.
Chatbots ukoresheje top-p hafi 0.9 kugirango ibisubizo bisubizwe bitandukanye ariko bihuze mugiganiro Ikipi mubisanzwe ibona ibisubizo byiza iyo isobanuye ibipimo ngenderwaho byimbere, ikomeza inzira yo kuzamura abantu kubibazo, kandi ikurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Nucleus na Top-k Gutoranya mubikorwa
Abafasha kwandika buhanga bazamura ubushyuhe na p kugirango bungurane ibitekerezo kubitekerezo bitandukanye.
Abafasha kwandika bandika bazamura ubushyuhe na p kugirango bungurane ibitekerezo kubitekerezo bitandukanye Amatsinda ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Nucleus na Top-k Gutoranya mubikorwa
Ibikoresho-byerekana ibikoresho bigabanya ubushyuhe na k kubindi bisobanuro, bikosora neza.
Ibikoresho-byerekana ibikoresho bigabanya ubushyuhe na k kubindi bisobanuro, bikosora neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Nucleus na Top-k Gutoranya mubikorwa
Abakoresha API bahuza ibipimo bya top_p na top_k kugirango bagenzure uburyo ibyagezweho byintangarugero.
Abakoresha API bahuza ibipimo bya top_p na top_k kugirango bagenzure uburyo ibyagezweho nicyitegererezo cyamakipe ari Amakipe mubusanzwe abona ibisubizo byiza mugihe asobanura ibipimo byiza byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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.