Incamake
Skeleton-y-Ibitekerezo (SoT) nubuhanga bwihuse kandi bwa decoding ibanza gusaba icyitegererezo cyururimi kwerekana skeleti ngufi yibisubizo, hanyuma ikagura buri ngingo muburyo bubangikanye. Nibyingenzi kuko irashobora guca urukuta-isaha yubukererwe bwibisubizo birebire hafi 2x utarinze kwitoza icyitegererezo.
Skeleton-y-Ibitekerezo Parallel Decoding ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Ururimi runini rusanzwe rutanga ikimenyetso kimwe icyarimwe, igisubizo kirekire rero kiratinda gusa kuberako buri jambo ritegereza rimwe mbere yaryo. Skeleton-y-Igitekerezo, yatangijwe nabashakashatsi bo muri Tsinghua na Microsoft muri 2023, ivugurura imirimo. Ihamagarwa ryambere risaba icyitegererezo kuri terse skeleton: urutonde rufite numero 3 kugeza 10 kumutwe, buri jambo rito. Icyiciro cya kabiri cyo guhamagara noneho cyagura ingingo yose yigenga kandi icyarimwe, kuko ingingo ntizishingiye kuri mugenzi we. Kwaguka byashizwe hamwe mubisubizo byanyuma. Kuberako intambwe yo kwaguka gahoro ikora muburyo bubangikanye, ubukererwe bwaragabanutse cyane kubibazo ibisubizo bisanzwe bibora mubice byigenga, nkurutonde rwinama cyangwa kugereranya amahitamo.
Ubushishozi
SoT ikoresha iyo myanzuro ya decoder ihujwe nubukererwe, ntabwo buri gihe iba ibarwa: icyifuzo kimwe akenshi gisiga GPU idakoreshwa. Kwiruka kwaguka nkicyiciro gikomeza ibyuma bikora kandi bigahuzagurika kuri buri gisekuru. Hamwe na moderi ya API, kwaguka gutangwa nkibisabwa hamwe; hamwe nicyitegererezo cyaho, basangiye icyiciro kimwe imbere. Icyiciro cya skeleton cyongeweho kigufi hejuru, bityo net yihuta ikura hamwe nuburebure bwibisubizo n'umubare w'ingingo zigenga.
Kumenya Skeleton-y-Igitekerezo Kuringaniza Decoding
Skeleton-y-Ibitekerezo (SoT) nubuhanga bwihuse kandi bwa decoding ibanza gusaba icyitegererezo cyururimi kwerekana skeleti ngufi yibisubizo, hanyuma ikagura buri ngingo muburyo bubangikanye. Nibyingenzi kuko irashobora guca urukuta-isaha yubukererwe bwibisubizo birebire hafi 2x utarinze kwitoza icyitegererezo. Skeleton-y-Ibitekerezo Parallel Decoding ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Skeleton-y-Ibitekerezo Parallel Decoding 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 Skeleton-y-Ibitekerezo Parallel Decoding igishushanyo mbonera, 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
Kwihutisha ikiganiro gisubiza 'mpa inama 8 zo kugabanya ibiciro byigicu' mugura inama umunani zose icyarimwe.
Umukiriya-wunganira umufasha kubyara ibyiciro byinshi byuburyo bwo gukemura ibibazo hamwe nubukererwe buke.
Gutanga igisubizo cyo kugereranya (ibyiza nibibi byibicuruzwa bibiri) aho buri sasu ryuzuyemo icyarimwe.
Inyuma ya sisitemu itanga ibice byigenga kugirango uzamure imikoreshereze ya GPU mugihe kirekire.
Uburyo bwo Gushyira mu bikorwa
Skeleton-y-Igitekerezo Iringaniza Decoding mu myitozo
Kwihutisha ikiganiro gisubiza 'mpa inama 8 zo kugabanya ibiciro byigicu' mugura inama umunani zose icyarimwe.
Kwihutisha ikiganiro gisubiza 'mpa inama 8 zo kugabanya ibiciro byigicu' mugura inama umunani zose icyarimwe Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Skeleton-y-Igitekerezo Iringaniza Decoding mu myitozo
Umukiriya-wunganira umufasha kubyara ibyiciro byinshi byuburyo bwo gukemura ibibazo hamwe nubukererwe buke.
Umufasha-wumukiriya utanga ibyiciro byinshi byuburyo bwo gukemura ibibazo hamwe nubukererwe buke bwibisubizo Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Skeleton-y-Igitekerezo Iringaniza Decoding mu myitozo
Gutanga igisubizo cyo kugereranya (ibyiza nibibi byibicuruzwa bibiri) aho buri sasu ryuzuyemo icyarimwe.
Gutanga igisubizo cyo kugereranya (ibyiza nibibi byibicuruzwa bibiri) aho buri sasu ryujujwe icyarimwe Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zumusaruro hamwe nibiciro byamakosa mugihe.
Skeleton-y-Igitekerezo Iringaniza Decoding mu myitozo
Inyuma ya sisitemu itanga ibice byigenga kugirango uzamure imikoreshereze ya GPU mugihe kirekire.
Inyuma ya sisitemu yo gutangiza ibice byigenga byigenga kugirango uzamure imikoreshereze ya GPU mugihe cyigihe kirekire-Amakipe asanzwe abona umusaruro mwiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.