Incamake
Mamba nicyitegererezo cyubatswe cyubatswe kumwanya wa leta (SSMs) itunganya inyandiko mugihe cyumurongo, itanga ubundi buryo bwihuse kubitekerezo bya Transformer. Amayeri yingenzi ni ugukora icyitegererezo guhitamo icyo kwibuka no kwibagirwa ukurikije ibyinjijwe ubwabyo.
Umwanya wa Leta ya Mamba na Guhitamo ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Mamba, yatangijwe na Albert Gu na Tri Dao mu mpera za 2023, yubatswe ku cyitegererezo cya leta cyubatswe. SSM isanzwe ikomatanya amateka yose yurukurikirane muburyo bugaragara-bwihishe leta ikanayivugurura intambwe ku yindi, nkumuyoboro uhoraho usubiramo. Iterambere ni uguhitamo: Mamba ikora ibipimo bya SSM (uko ugomba kubika, amafaranga yo kureka) biterwa nikimenyetso kigezweho, bityo icyitegererezo gishobora kwibanda kumagambo ajyanye no kwirengagiza uwuzuza. Ibi bireka imwe ihamye-ya leta ikora nkibintu-byibukwa kwibuka. Kuberako irinda kugereranya buri kimenyetso nikindi kimenyetso, umunzani wa Mamba ugereranya umurongo hamwe nuburebure bwikurikiranya kandi ukaguma byihuse kubintu byinjira cyane nka genome, amajwi, cyangwa inyandiko-ndende y'ibitabo.
Ubushishozi
Ikibanza cya leta cyerekana ikarita yinjiza ikurikiranye ibisohoka binyuze mumurongo uhoraho ugenwa na matrices A, B, C hamwe nintambwe ya delta. Mbere SSMs yagumije ibyo ikosora, itanga ibitekerezo byihuse. Mamba ikora B, C, na delta imikorere yinjiza, isenya ihuzabikorwa ryihuse, bityo ikoresha ibyuma-bimenyekanisha ibyuma bisanganywe bibitswe muri GPU SRAM byihuse kugirango bigarure umuvuduko mugihe byungutse byinjira mububiko.
Kumenya Mamba hamwe na Leta Yatoranijwe
Mamba nicyitegererezo cyubatswe cyubatswe kumwanya wa leta (SSMs) itunganya inyandiko mugihe cyumurongo, itanga ubundi buryo bwihuse kubitekerezo bya Transformer. Amayeri yingenzi ni ugukora icyitegererezo guhitamo icyo kwibuka no kwibagirwa ukurikije ibyinjijwe ubwabyo. Umwanya wa Leta ya Mamba na Guhitamo ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata umwanya wa Mamba na Leta yatoranijwe 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 Mamba na Selective ya Leta Umwanya wo gushushanya, gusubiza, 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
Kwerekana ADN ndende ikurikirana aho miliyoni-token Transformers ihenze cyane
Guha imbaraga imvugo ndende-abafasha mu ncamake ibitabo byose bitagabanije
Ibihe nyabyo byamajwi hamwe no kwerekana imvugo itunganya imivumba mbisi neza
Kuri-igikoresho cyangwa impande zoherejwe aho ntoya ihamye-ingano isubiramo leta ibika kwibuka hamwe nubwitonzi bukura
Uburyo bwo Gushyira mu bikorwa
Umwanya wa Leta ya Mamba hamwe na Leta
Kwerekana ADN ndende ikurikirana aho miliyoni-token Transformers ihenze cyane.
Kwerekana urugero rurerure rwa ADN aho miriyoni-token Transformers ihenze cyane Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Umwanya wa Leta ya Mamba hamwe na Leta
Guha imbaraga imvugo ndende-abafasha mu ncamake ibitabo byose bitagabanije.
Guha imbaraga abafasha b'ururimi rurerure bavuga incamake y'ibitabo byose batagabanije 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.
Umwanya wa Leta ya Mamba hamwe na Leta
Ibihe nyabyo byamajwi hamwe no kwerekana imvugo itunganya imivumba mbisi neza.
Ibihe nyabyo byerekana amajwi hamwe no kwerekana imvugo itunganya uburyo bwiza bwo gukora neza Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Umwanya wa Leta ya Mamba hamwe na Leta
Kuri-igikoresho cyangwa impande zoherejwe aho ntoya ihamye-ingano isubiramo leta ibika kwibuka hamwe nubwitonzi bukura.
Kumurongo cyangwa ibikoresho byoherejwe aho leta ntoya isubirwamo yibitseho ububiko hamwe nubwitonzi bugenda bwiyongera Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe 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.