Incamake
Kwibagirwa Catastrophique ni mugihe urusobe rw'imitsi rwiga umurimo mushya rugatakaza ubushobozi butunguranye bwo gukora imirimo yari imaze kumenya. Ninzitizi nyamukuru yo kubaka AI yiga ubudahwema itarinze kwisubiraho.
Kwibagirwa Catastrophique ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Imiyoboro ya Neural ibika ubumenyi mubipimo bisangiwe. Iyo uhuguye icyitegererezo kumurimo mushya, ivugurura rya gradient yandika hejuru yibipimo byashizemo ubuhanga bwambere, bityo imikorere ishaje irashobora gusenyuka. Ibi ni kwibagirwa ibyago, byitwa kandi kwivanga kw’ibiza, byanditswe bwa mbere na McCloskey na Cohen mu 1989. Birakaze mu myigire ikurikiranye cyangwa ikomeza, aho amakuru agera mu byiciro aho kuba byose bivanze hamwe. Kurugero, gutunganya neza chatbot cyane kumyandiko yemewe birashobora gutesha agaciro ubushobozi bwayo bwo kuganira. Igipimo gisanzwe cya brute-imbaraga nugutoza imirimo yose hamwe, ariko ibyo bihenze kandi ukeka ko ugifite amakuru ashaje. Abashakashatsi ahubwo bakoresha tekinike zirinda uburemere bwingenzi, gusubiramo ingero zashize, cyangwa kongeramo ibipimo byihariye, byose bigamije kureka moderi ikusanya ubumenyi nkuko abantu babikora.
Ubushishozi
Kwibagirwa bibaho kuko uburemere bumwe bwongeye gukoreshwa mumirimo, hamwe no kugabanuka kwa gradient kumanuka kumakuru mashya abimura mubuntu. Mitiwasi zirimo Elastic Weight Consolidation, yongeraho igihano kigabanya umuvuduko wibipimo bifatwa nkibyingenzi kubikorwa bishaje (byagereranijwe hakoreshejwe amakuru ya Fisher). Ubundi buryo ni repetition cyangwa uburambe bwo gusubiramo (guhuza kubika cyangwa kubyara ingero zishaje), hamwe nuburyo bwo gutandukanya ibintu nka adapteri cyangwa LoRA ihagarika icyitegererezo kandi ikongeramo modul nshya.
Kumenya Kwibagirwa Catastrophique
Kwibagirwa Catastrophique ni mugihe urusobe rw'imitsi rwiga umurimo mushya rugatakaza ubushobozi butunguranye bwo gukora imirimo yari imaze kumenya. Ninzitizi nyamukuru yo kubaka AI yiga ubudahwema itarinze kwisubiraho. Kwibagirwa Catastrophique ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Kwibagirwa Catastrophique 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 Catastrophique Yibagiwe 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
Ikiganiro rusange gisanzwe neza cyane kumyandiko yubuvuzi itakaza kuvuga neza mubiganiro bisanzwe.
Elastic Weight Consolidation ireka umukozi ukina umukino wiga imikino mishya ya Atari utibagiwe nishaje.
Amakipe akoresha adapteri ya LoRA kugirango yongere ubuhanga bushya bwa domaine mugihe asize ubushobozi bwibanze bwa moderi yahagaritswe.
Ubunararibonye busubiramo bubika ingero zashize kandi bugahuza mugihe cyamahugurwa mashya yo kubungabunga imikorere ishaje.
Uburyo bwo Gushyira mu bikorwa
Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Ikiganiro rusange gisanzwe neza cyane kumyandiko yubuvuzi itakaza kuvuga neza mubiganiro bisanzwe.
Ikiganiro rusange kigizwe neza cyane ninyandiko zubuvuzi zitakaza kuvuga neza mubiganiro bisanzwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Elastic Weight Consolidation ireka umukozi ukina umukino wiga imikino mishya ya Atari utibagiwe nishaje.
Elastic Weight Consolidation ireka umukozi ukina umukino yiga imikino mishya ya Atari utibagiwe nishaje Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Amakipe akoresha adapteri ya LoRA kugirango yongere ubuhanga bushya bwa domaine mugihe asize ubushobozi bwibanze bwa moderi yahagaritswe.
Amakipe akoresha adapteri ya LoRA kugirango yongere ubuhanga bushya bwa domaine mugihe asize ubushobozi bwikitegererezo bwibanze bwahagaritswe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Ubunararibonye busubiramo bubika ingero zashize kandi bugahuza mugihe cyamahugurwa mashya yo kubungabunga imikorere ishaje.
Ubunararibonye busubiramo bubika ingero zashize kandi bugahuza mugihe cyamahugurwa mashya yo kubungabunga imikorere ishaje Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, 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.