AGI (Intelligence General Intelligence)
Sisitemu ya hypothetical AI ishobora gukora imirimo myinshi yubwenge kurwego rwumuntu murwego rwinshi.
Ijambo AI
Inkoranyamagambo ya AI
Ijambo ryibanze rya tekiniki ryasobanuwe kurwego rwo hejuru rusobanutse. Yagenewe abashakashatsi, abanyeshuri, nuburere bushingiye kubantu.
Kwerekana 213 guhuza amagambo.
Umukozi wa AI
Sisitemu ya software ishobora kwitegereza, gutekereza, no gufata ingamba kugirango ugere ku ntego, akenshi ukoresheje ibikoresho nibuka.
Ijambo AI
Guhuza AI
Igikorwa cyo gukora sisitemu ya AI yitwara ukurikije imigambi yabantu, indangagaciro, nimbogamizi zumutekano.
Ijambo AI
Imiyoborere ya AI
Politiki, amahame, hamwe nuburyo bwo kugenzura buyobora uburyo AI yateye imbere kandi ikoreshwa muri societe.
Ijambo AI
Umutekano wa AI
Umwanya wibanze ku kugabanya imyitwarire yangiza, kunanirwa, no gukoresha nabi ingaruka muri sisitemu ya AI.
Ijambo AI
Algorithm
Ibisobanuro bisobanuwe byamategeko cyangwa intambwe mudasobwa ikurikiza kugirango ikemure ikibazo cyangwa irangize umurimo.
Ijambo AI
Kubogama kwa Algorithmic
Kurenganya kuri gahunda mubisubizo byicyitegererezo biterwa namakuru ahindagurika, ibitekerezo, cyangwa guhitamo icyitegererezo.
Ijambo AI
Algorithmic Transparency
Nigute bigaragara neza uburyo bwa AI sisitemu ya logique, inkomoko yamakuru, hamwe nimbibi byanditse kandi birumvikana.
Ijambo AI
Ibisobanuro
Umuntu wongeyeho ibirango cyangwa metadata ikoreshwa mugutoza cyangwa gusuzuma imashini yiga imashini.
Ijambo AI
API (Imigaragarire ya Porogaramu)
Inzira yuburyo bwa sisitemu imwe yohereza ibyifuzo no kwakira ibisubizo bivuye murindi sisitemu.
Ijambo AI
Ubwenge bwa artificiel (AI)
Umwanya mugari wo kubaka sisitemu ikora imirimo isaba kumenyekana, gutekereza, ururimi, cyangwa gufata ibyemezo.
Ijambo AI
Uburyo bwo Kwitondera
Icyitegererezo cyibanze cyibanda kubice byinjiza mugihe utanga umusaruro.
Ijambo AI
Sisitemu Yigenga
Sisitemu ishobora gufata ibyemezo no gukora ifite aho igarukira cyangwa ntigenzurwe nabantu mugihe nyacyo.
Ijambo AI
Gusubira inyuma
Amahugurwa yibanze algorithm ivugurura uburemere bwikitegererezo mugukwirakwiza amakosa yo guhanura inyuma binyuze murusobe.
Ijambo AI
Icyitegererezo
Icyitegererezo cyoroshye cyakoreshejwe kugereranya niba inzira zigoye zitezimbere ibisubizo.
Ijambo AI
Ibipimo
Ikizamini gisanzwe cyangwa dataset ikoreshwa mugupima no kugereranya imikorere yicyitegererezo.
Ijambo AI
Kubogama
Uburyo buhoraho bwikosa cyangwa akarengane mumibare cyangwa imyitwarire yicyitegererezo.
Ijambo AI
Amakuru Makuru
Dataseti nini cyane kandi igoye isaba ububiko bunini bwo gutunganya no gutunganya.
Ijambo AI
Umukara-Agasanduku Model
Icyitegererezo ibitekerezo byimbere biragoye kubisobanurwa nabantu.
Ijambo AI
Calibration
Nukuntu amanota yicyitegererezo yerekana amanota ahuye nukuri gukosorwa.
Ijambo AI
Urunigi-rw'ibitekerezo
Uburyo bwo gutekereza aho moderi ya AI ibora ikibazo murwego rwo hagati.
Ijambo AI
Ibyiciro
Igikorwa aho icyitegererezo gitanga ibitekerezo kumurongo umwe cyangwa byinshi byateganijwe mbere.
Ijambo AI
Ibyiciro
Icyitegererezo cyateguwe kubikorwa byimirimo.
Ijambo AI
KANDA
Moderi yuburyo bwububiko yiga gusangira hagati yinyandiko n'amashusho.
Ijambo AI
Kubara
Ibikoresho byo gutunganya bisabwa guhugura no gukora moderi, akenshi bipimwa mumasaha ya FLOPS cyangwa GPU.
Ijambo AI
Icyerekezo cya mudasobwa
Ishami rya AI rikuramo ibisobanuro mumashusho na videwo.
Ijambo AI
Idirishya
Umubare ntarengwa winjiza ibimenyetso byururimi rushobora gutunganyirizwa icyarimwe.
Ijambo AI
Gukomeza Kwiga
Uburyo bwo guhugura butuma icyitegererezo gikomeza kwigira kumakuru mashya utibagiwe n'ubumenyi bwambere.
Ijambo AI
Umuyoboro wa Neural Network (CNN)
Imyubakire yuburyo bwiza yatunganijwe mugutunganya grid-nkamakuru nkamashusho.
Ijambo AI
Gutakaza Kwambuka
Igikorwa rusange gisanzwe gikoreshwa mugutoza ibyiciro byo gutondekanya ibihano bitari byo.
Ijambo AI
Kongera amakuru
Ubuhanga bukora ingero zamahugurwa yahinduwe kugirango atezimbere rusange.
Ijambo AI
Gutwara amakuru
Guhindura mubyukuri-kwinjiza amakuru mugihe gishobora gutesha agaciro imikorere yicyitegererezo.
Ijambo AI
Ikimenyetso
Inzira yo gutanga ibirango cyangwa intego yibisubizo kumibare fatizo yo kwiga kugenzurwa.
Ijambo AI
Dataset
Icyegeranyo cyingero zubatswe cyangwa zitubatswe zikoreshwa mumahugurwa, kwemeza, cyangwa kugerageza.
Ijambo AI
Umupaka w'icyemezo
Ubuso mumwanya utandukanya ibyiciro byahanuwe na classifier.
Ijambo AI
Igiti
Icyitegererezo gitanga ubuhanuzi binyuze murukurikirane niba niba-noneho ibiranga bigabanijwe.
Ijambo AI
Kwiga Byimbitse
Igice kinini cyimashini yiga ikoresha imiyoboro myinshi ya neural rezo yo kwigira.
Ijambo AI
Icyitegererezo
Ubwubatsi butanga umusaruro wiga guhindura urusaku kugirango ushushanye amashusho, amajwi, cyangwa ibindi bintu.
Ijambo AI
Kuriganya
Gukusanya ubumenyi buva mubyitegererezo binini byabarimu muburyo buto bwabanyeshuri.
Ijambo AI
Kurwanya Imiterere
Uburyo bwimura icyitegererezo cyatojwe muri domaine imwe kugirango ikore neza murundi rwego.
Ijambo AI
Gushyira
Umubare wimibare ifata ibisobanuro bisobanura inyandiko, amashusho, cyangwa andi makuru.
Ijambo AI
Encoder
Ibigize icyitegererezo gihindura ibyinjijwe muburyo bwihishe.
Ijambo AI
Ensemble
Gukomatanya ibyahanuwe biva muburyo bwinshi kugirango utezimbere imbaraga cyangwa ukuri.
Ijambo AI
Gushiraho Isuzuma
Dataset ifashwe ikoreshwa mu gupima ubuziranenge bw'icyitegererezo nyuma y'amahugurwa.
Ijambo AI
Ibisobanuro
Urwego imyitwarire yicyitegererezo ishobora gusobanurwa no gusobanurwa kubantu.
Ijambo AI
Ibibi
Ubuhanuzi butari bwo aho icyitegererezo kibura urubanza rwiza.
Ijambo AI
Ibyiza
Ubuhanuzi butari bwo aho icyitegererezo cyerekana nabi urubanza rubi nkibyiza.
Ijambo AI
Ikiranga
Iyinjiza ihindagurika ikoreshwa nicyitegererezo cyo guhanura.
Ijambo AI
Ubwubatsi
Gutegura cyangwa guhindura ibyinjira byinjira kugirango byoroshye kwiga kandi neza.
Ijambo AI
Gukuramo ibiranga
Guhindura amakuru yibanze mubintu bitanga amakuru urugero rushobora gukoresha.
Ijambo AI
Kwiga Bake
Kwiga cyangwa guhuza imyitwarire uhereye kumubare muto gusa w'ingero.
Ijambo AI
Kuringaniza neza
Gukomeza amahugurwa kumurongo wihariye kugirango uhuze icyitegererezo cyabanje gutozwa kumurimo runaka.
Ijambo AI
Icyitegererezo
Icyitegererezo kinini cyabanje gutozwa gishobora guhuzwa nimirimo myinshi yo hasi.
Ijambo AI
Guhamagarira imikorere
Ubushobozi bwikitegererezo bwo kubyara guhamagarwa byubaka bikurura ibikoresho byo hanze cyangwa APIs.
Ijambo AI
GAN (Umuyoboro rusange wo guhangana)
Gushiraho kubyara aho generator nivangura bitoza mugenzi wabo.
Ijambo AI
Kuba rusange
Ukuntu icyitegererezo gikora neza kumakuru mashya, atagaragara hanze yamahugurwa.
Ijambo AI
AI
Sisitemu ya AI itanga ibintu bishya nk'inyandiko, amashusho, amajwi, amashusho, cyangwa code.
Ijambo AI
Gradient
Inzitizi yerekana uko buri kintu kigomba guhinduka kugirango igabanye igihombo.
Ijambo AI
Kumanuka
Uburyo bwiza bwo kuvugurura ibipimo mubyerekezo bigabanya amakosa.
Ijambo AI
Ukuri gushingiye
Ibirango byizewe bikoreshwa muguhugura cyangwa gusuzuma ibyitegererezo.
Ijambo AI
Murinzi
Amategeko, kugenzura, no kugenzura bigabanya imyitwarire yicyitegererezo idafite umutekano cyangwa itifuzwa.
Ijambo AI
Hallucination
Iyo icyitegererezo gitanga amakuru meza ariko yibinyoma cyangwa adashyigikiwe.
Ijambo AI
Umuntu-muri-Umuzingo
Urujya n'uruza aho abantu basubiramo, bayobora, cyangwa barenga ibisubizo bya AI.
Ijambo AI
Hyperparameter
Iboneza agaciro byashyizweho mbere yimyitozo, nkigipimo cyo kwiga, ingano yicyiciro, cyangwa ubujyakuzimu.
Ijambo AI
Kwiga-Ibice
Ubushobozi bwikitegererezo bwo gukurikiza ingero ziturutse kuburorero butangwa muburyo bwihuse.
Ijambo AI
Umwanzuro
Icyiciro cyogukora aho icyitegererezo cyahuguwe gitanga ibyahanuwe cyangwa ibisubizo.
Ijambo AI
Umwanzuro-Igihe Kubara
Ingano yingufu zitunganya zikoreshwa mugihe zitanga buri gisubizo.
Ijambo AI
Guhuza amabwiriza
Kuringaniza neza icyitegererezo kumabwiriza-gusubiza byombi kunoza imirimo ikurikira.
Ijambo AI
Gutondekanya Intego
Guteganya intego yumukoresha uhereye kubibazo byanditse kugirango ubigereho neza.
Ijambo AI
Gereza
Tekinike yihuse igamije kurenga imbogamizi z'umutekano.
Ijambo AI
Kumenya ubumenyi
Ingingo iheruka mugihe igaragarira mubyitegererezo byamahugurwa.
Ijambo AI
Gukwirakwiza ubumenyi
Guhugura icyitegererezo gito cyo kwigana ibisubizo byurugero runini.
Ijambo AI
Igishushanyo cy'ubumenyi
Igishushanyo mbonera cyibintu nubusabane bikoreshwa mubitekerezo cyangwa kugarura.
Ijambo AI
Akarango Korohereza
Uburyo busanzwe bworoshya ibirango bigoye kunoza rusange.
Ijambo AI
Ubukererwe
Igihe kiri hagati yo kohereza icyifuzo no kwakira icyitegererezo cyibisubizo.
Ijambo AI
Ururimi runini (LLM)
Ururimi rwicyitegererezo rwahuguwe kumyandiko minini corpora kubyara no gusesengura inyandiko.
Ijambo AI
Igipimo cyo Kwiga
Amahugurwa hyperparameter agenzura uko ibipimo bihindura buri ntambwe yo kuvugurura.
Ijambo AI
LoRA (Kurwanya Urwego Ruto)
Ikintu gikora neza-kuringaniza uburyo bwongerera urwego rwo hasi adapter matrices.
Ijambo AI
Imikorere yo Gutakaza
Intego y'imibare igereranya ikosa ryo guhanura mugihe cy'amahugurwa.
Ijambo AI
Kwiga Imashini (ML)
Uburyo butuma sisitemu yiga imiterere yamakuru kandi igatera imbere mugihe.
Ijambo AI
Kwibuka (Memory Memory)
Imiterere yabitswe umukozi wa AI akoresha intambwe cyangwa amasomo kugirango atezimbere.
Ijambo AI
Uruvange rwinzobere (MoE)
Ubwubatsi hamwe na subnetworks yihariye aho impuguke zatoranijwe zikora gusa kwinjiza.
Ijambo AI
Ikarita y'icyitegererezo
Inyandiko isobanura icyitegererezo kigenewe gukoreshwa, ibipimo, imipaka, hamwe ningaruka.
Ijambo AI
Icyitegererezo
Gutesha agaciro imikorere uko ibihe bimeze nkukuri kwisi itandukana nibitekerezo.
Ijambo AI
Umubare w'icyitegererezo
Kugabanya umubare wibisobanuro byuburemere bwikitegererezo kugirango ugabanye kwibuka hamwe nigiciro cyo kugereranya.
Ijambo AI
Icyitegererezo
Icyitegererezo gishobora gutunganya cyangwa kubyara amakuru menshi nkinyandiko, ishusho, n'amajwi.
Ijambo AI
Yitwa Kumenyekanisha Ibikorwa (NER)
Igikorwa cya NLP kigaragaza ibice nkabantu, ahantu, amatariki, cyangwa amashyirahamwe.
Ijambo AI
Gutunganya Ururimi Kamere (NLP)
Ishami rya AI ryibanze ku gusobanukirwa no kubyara ururimi rwabantu.
Ijambo AI
Umuyoboro wa Neural
Icyitegererezo cyo kubara cyashizweho na neuron biologique na synaps.
Ijambo AI
Ubusanzwe
Guhindura indangagaciro kurwego ruhoraho kugirango tunoze neza.
Ijambo AI
OCR (Kumenyekanisha neza)
Tekinoroji ihindura inyandiko mumashusho cyangwa scan mumashini isomwa.
Ijambo AI
Gufungura-Inkomoko y'icyitegererezo
Icyitegererezo cyarekuwe hamwe nuburemere rusange cyangwa code yo kugenzura, guhuza n'imihindagurikire, no kongera gukoresha.
Ijambo AI
Kurenza urugero
Iyo icyitegererezo gifata mu mutwe amakuru yimyitozo kandi kigakora nabi ku nyungu zitagaragara.
Ijambo AI
Parameter
Uburemere bwize imbere yicyitegererezo kigira ingaruka kumusaruro wacyo.
Ijambo AI
Parameter-Gukora neza-Guhuza (PEFT)
Uburyo buhuza moderi mugutoza agace gato kongeweho ibipimo.
Ijambo AI
Perplexity
Ururimi-rwerekana urugero rwerekana uburyo butangaje icyitegererezo nukuri kurikimenyetso.
Ijambo AI
Umuyoboro
Urutonde rwakazi rwo gutunganyiriza ibintu, intambwe yicyitegererezo, hamwe nibyiciro bitunganijwe.
Ijambo AI
Icyitonderwa
Umubare wibyiza byahanuwe mubyukuri nibyo.
Ijambo AI
Kwitegura
Intangiriro nini nini yicyitegererezo kumahugurwa yagutse mbere yo guhuza n'imihindagurikire y'ikirere.
Ijambo AI
Byihuse
Iyinjiza amabwiriza nibisobanuro byatanzwe muburyo bwo kubyara.
Ijambo AI
Ubwubatsi bwihuse
Igishushanyo gisaba kuzamura umusaruro mwiza, kwizerwa, no kugenzurwa.
Ijambo AI
Gutera vuba
Uburyo bwo gutera aho amabwiriza mabi yinjizwa mubyitegererezo by'icyitegererezo cyangwa ibikubiyemo.
Ijambo AI
Gukata
Kuraho uburemere buke bwikitegererezo cyangwa neuron kugirango ugabanye ubunini na compte.
Ijambo AI
Umubare
Guhindura uburemere bwikitegererezo kugirango ugabanye imiterere isobanutse nka 8-bit cyangwa 4-bit.
Ijambo AI
RAG (Gukuramo-Kwiyongera-Igisekuru)
Uburyo bukura ubumenyi bwo hanze kandi bukabugaburira ibisekuruza mugihe cyagenwe.
Ijambo AI
Ibuka
Umubare wibyiza bifatika icyitegererezo cyerekana neza.
Ijambo AI
Sisitemu y'ibyifuzo
Umuyoboro w'icyitegererezo uteganya ibyo ukoresha akurikirana kurutonde cyangwa ibicuruzwa.
Ijambo AI
Ikipe Itukura
Kugerageza-kugerageza sisitemu ya AI hamwe na adversarial itanga ibisobanuro byerekana kunanirwa ningaruka.
Ijambo AI
Kwiga gushimangira
Amahugurwa kubihembo byerekana aho umukozi yiga ibikorwa byongera kugaruka kwigihe kirekire.
Ijambo AI
Kwiga gushimangira ibitekerezo byabantu (RLHF)
Uburyo bwamahugurwa bukoresha ibimenyetso byabantu kugirango bashireho imyitwarire yicyitegererezo.
Ijambo AI
Kubona
Gushakisha inyandiko cyangwa inyandiko zijyanye nubumenyi bwikibazo.
Ijambo AI
Icyitegererezo
Icyitegererezo cyerekana amanota ashingiye ku bimenyetso byatoranijwe, bikunze gukoreshwa mu miyoboro ya RLHF.
Ijambo AI
Gukomera
Ubushobozi bwikitegererezo bwo gukomeza imikorere munsi yurusaku, guhinduranya, cyangwa inyongeramusaruro.
Ijambo AI
Akayunguruzo k'umutekano
Urwego ruciriritse ruhagarika cyangwa rwandika icyitegererezo cyumutekano cyinjiza cyangwa ibisohoka.
Ijambo AI
Amategeko yo gupima
Isano ifatika yerekana uburyo imikorere itera imbere nubunini bwikitegererezo, amakuru, cyangwa kubara.
Ijambo AI
Gushakisha Ibisobanuro
Shakisha bihuye nibisobanuro kuruta ijambo ryibanze ryuzuzanya, akenshi ukoresheje gushiramo.
Ijambo AI
Kwigenzura wenyine
Kwiga guhagararirwa kuva amakuru atanditseho guhanura ibice byapfunditswe cyangwa byahinduwe.
Ijambo AI
Isesengura ry'imyumvire
Igikorwa cya NLP cyerekana amajwi cyangwa ibitekerezo mumyandiko.
Ijambo AI
Icyitegererezo cy'ururimi ruto (SLM)
Icyitegererezo cyururimi rworoheje cyateganijwe neza kubukererwe buke, igiciro, cyangwa kumikoreshereze yibikoresho.
Ijambo AI
Icyitegererezo gike
Icyitegererezo aho ibipimo byinshi ari zeru cyangwa bidakora kugirango bigabanye kubara.
Ijambo AI
Kugenzura Kwiga
Guhugura icyitegererezo gifite ingero zerekana ikarita yinjiza ibisubizo bizwi.
Ijambo AI
Amakuru yubukorikori
Ibyakozwe byakozwe muburyo bukoreshwa mukongera, kwigana, cyangwa kurinda amakuru yimyitozo yoroheje.
Ijambo AI
Sisitemu Byihuse
Amabwiriza-yibanze yibanze ashyiraho imyitwarire, politiki, nuburyo bwo gusubiza icyitegererezo.
Ijambo AI
Ubushyuhe
Icyitegererezo cyo kugenzura kugenzura ibintu bidasanzwe.
Ijambo AI
Token
Igice kinini cyinyandiko yatunganijwe nicyitegererezo cyururimi, nkijambo igice cyangwa ikimenyetso.
Ijambo AI
Tokenisation
Inzira yo kugabana inyandiko mubimenyetso byerekana icyitegererezo.
Ijambo AI
Gukoresha Igikoresho
Ubushobozi bwikitegererezo bwo guhamagara ibikoresho byo hanze nko gushakisha, kubara, cyangwa APIs.
Ijambo AI
Hejuru-k Icyitegererezo
Ingamba ya decoding ingero gusa kuva k bishoboka cyane kurikimenyetso.
Ijambo AI
Hejuru-p (Nucleus) Icyitegererezo
Ingamba ya decoding ingero zivuye kumurongo muto washyizeho amahirwe angana na p.
Ijambo AI
Kwimura Kwiga
Gushyira mubikorwa ubumenyi wize mumurimo umwe cyangwa domaine kugirango utezimbere ikindi gikorwa.
Ijambo AI
Guhindura
Imyubakire yimyitwarire ikoresha kwitondera umubano wicyitegererezo muburyo bukurikiranye.
Ijambo AI
Gutakaza Amahugurwa
Icyitegererezo cyikosa agaciro kabaruwe mugihe cyamahugurwa kandi gitezimbere munsi yigihe.
Ijambo AI
Kwiga bidakurikiranwa
Uburyo bwo kwiga uhereye kumibare idashyizweho ikimenyetso nta bisobanuro bigaragara neza.
Ijambo AI
Gushiraho Kwemeza
Dataset ikoreshwa mugihe cyiterambere kugirango ihuze moderi no kwirinda gukabya.
Ijambo AI
Ububikoshingiro
Ububikoshingiro bwashyizwe mubikorwa byo kubika no kubaza urwego rwo hejuru rwinjiza ibice.
Ijambo AI
Icyerekezo-Ururimi Icyitegererezo (VLM)
Moderi ya modimodal itunganya hamwe amakuru yamakuru kandi yanditse.
Ijambo AI
Kugenzura Intege nke
Gukoresha urusaku, heuristic, cyangwa igice kugirango uhugure moderi mugihe ibirango bisukuye ari bike.
Ijambo AI
Ibiro
Umubare wize wumubare wapima ibimenyetso byanyuze mumiyoboro ya neural.
Ijambo AI
Kwinjiza Ijambo
Icyerekezo cyinshi cyerekana amagambo afata isano isobanura.
Ijambo AI
XAI (AI isobanurwa)
Tekinike nuburyo bwo gukora ibyahanuwe na AI kurushaho gukorera mu mucyo kandi byumvikana.
Ijambo AI
Kwiga Zeru
Gukemura imirimo idafite ingero zihariye zishingiye kubumenyi rusange.
Ijambo AI
Umukozi ukora
Inzira yintambwe nyinshi aho sisitemu ya AI iteganya, ikora, igenzura ibisubizo, kandi igasubira kuntego.
Ijambo AI
Amategeko ya AI
Umuryango w’ubumwe bw’ibihugu by’Uburayi ushingiye ku mikorere ya sisitemu ya AI hamwe n’abatanga.
Ijambo AI
Umusoro uhuza
Igiciro cyinyongera mugihe, kubara, cyangwa umuvuduko wibicuruzwa bisabwa kugirango sisitemu itekane kandi igenzurwe.
Ijambo AI
Ibipimo bisohoka
Iyo ibipimo by'ibizamini cyangwa ingero zifatika zihari mumibare y'amahugurwa, kuzamura imikorere yatangajwe.
Ijambo AI
Umwanzuro
Uburyo bwo kugereranya impamvu-n'ingaruka aho kuba isano yoroshye.
Ijambo AI
Intera y'icyizere
Urutonde rwibarurishamibare rushobora kuba rukubiyemo agaciro nyako k'icyitegererezo cyapimwe.
Ijambo AI
AI
Amahugurwa nuburyo bwo gushiraho imyitwarire aho ibisubizo byicyitegererezo bigengwa nuruhererekane rwamahame yanditse.
Ijambo AI
Imirongo yamakuru
Inyandiko yerekana aho amakuru yaturutse, uko yahinduwe, n'aho ikoreshwa.
Ijambo AI
Ibyatanzwe
Inkomoko yanditse, nyirubwite, n'amateka ya dataset cyangwa ibihangano by'icyitegererezo.
Ijambo AI
Ibanga ritandukanye
Tekinike yi banga yongeramo urusaku rwibarurishamibare kuburyo inyandiko zumuntu ku giti cye zidashobora kwemezwa neza bivuye mubisubizo.
Ijambo AI
Icyitegererezo
Icyitegererezo gito cyatojwe kwigana imyitwarire nini yicyitegererezo mugihe ukoresheje compte nkeya.
Ijambo AI
Icyitegererezo
Icyitegererezo cyihariye cyo guhindura amakuru mubice bikoreshwa mugushakisha ibisobanuro, guhuriza hamwe, no kugarura.
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Isuzuma Harness
Isubiramo risubirwamo rikoresha ibisobanuro, imibare, hamwe no gutanga amanota muburyo bw'icyitegererezo.
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Ububiko bwihariye
Sisitemu icungwa yo kubika no gutanga serivisi zemewe za ML zihoraho mumahugurwa no gufata umwanzuro.
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Impamvu
Urwego igisubizo cya AI gishyigikiwe namakuru yatanzwe cyangwa ibimenyetso byakuweho.
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Kurinda Decoding
Igisekuru cyibisekuruza bibuza ibisohoka ibyangombwa byemewe cyangwa amahitamo yubahiriza politiki.
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Icyitegererezo cyabantu
Icyitegererezo cyatojwe kurutonde rwabantu kugirango bahanure ibisubizo abakoresha bashobora guhitamo.
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Umwanzuro
Imikorere ya API yoherejwe yakira icyitegererezo kandi igasubiza ibyahanuwe mubikorwa.
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Ishingiro ry'ubumenyi
Icyegeranyo cyakosowe cyinyandiko cyangwa inyandiko zikoreshwa mugushakisha, gushyigikira automatike, cyangwa ibisubizo bifatika.
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Umwanya Utinze
Umwanya uhagaritse uhagararirwa aho ibitekerezo bisa bihagaze hafi yizindi nka vectors.
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Kwiyandikisha by'icyitegererezo
Urutonde rwibanze rwo guhindura, kwemeza, no gukurikirana imiterere yibidukikije.
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Kumashanyarazi AI
Umwanzuro wa AI ukorerwa mukarere kubikoresho byabakoresha aho kuba muri serivise ya kure.
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Ibisohoka
Logic yemeza kandi ihindura ibyasohotse muburyo bwanditse cyane, imashini ikoreshwa.
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Inyandikorugero
Uburyo bwakoreshwa bwihuse hamwe nibihinduka, amategeko agenga imiterere, hamwe namabwiriza yihariye.
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Kubona neza
Umubare wibintu byakuweho bijyanye nibibazo byabakoresha.
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Urubanza rwumutekano
Impaka zubatswe, zishyigikiwe nibimenyetso, ko sisitemu ya AI ifite umutekano murwego rusobanutse rwo gukoresha.
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Igicucu
Gukoresha icyitegererezo kijyanye na traffic traffic itagize ingaruka kumyanzuro ireba abakoresha.
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Ibisohoka byubatswe
Icyitegererezo gisohoka kibujijwe kuri gahunda isobanutse nka JSON, ibikoresho byimpaka, cyangwa imirima yanditse.
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Ikizamini-Igihe
Ibarura ryinyongera ryakoreshejwe mugihe cyo gusubiza kugirango utezimbere ubuziranenge cyangwa ibitekerezo.
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Kwizera Calibration
Guhuza abakoresha ibyiringiro mubisubizo bya AI hamwe na sisitemu yizewe muri buri gikorwa.
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Imikoreshereze ishingiye kuri fagitire
Igiciro aho ikiguzi gipima hamwe na API guhamagara, ibimenyetso, igihe cyo gufata umwanzuro, cyangwa compte yakoreshejwe.
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Kubika Data Zeru
Politiki aho gusaba / gusubiza imitwaro itabitswe nyuma yo gutunganywa kurenza igihe gito cya Windows ikora.
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Kugereranya
Uburyo bwihuta bwihuse aho umushinga muto wicyitegererezo utanga ibimenyetso byerekana urugero runini rugenzura muburyo bubangikanye.
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KV Cache
Urufunguzo rwabitswe hamwe nagaciro kerekana kuva kubimenyetso byabanje kureka abahindura bakabyara ibimenyetso bishya utabanje kubara ibyashize.
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MCP (Porotokole y'icyitegererezo)
Gufungura protocole yemerera porogaramu za AI guhuza ibikoresho byo hanze, inkomoko yamakuru, hamwe nabatanga imiterere muburyo busanzwe.
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Umukozi
Inzira itera aho umukozi wa AI yitegereza, ategura, akora, kandi akagaragaza kugeza arangije intego cyangwa akubita ahagarara.
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Reba
Uburyo bwihuse buhuza intambwe zo gutekereza hamwe nigikoresho-cyo gukoresha ibikorwa kugirango ukemure imirimo neza.
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Igiti cy'ibitekerezo
Uburyo bwo gutekereza aho icyitegererezo gishakisha amashami menshi yo gukemura inzira kandi igahitamo inzira nziza.
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DPO (Optimisation itaziguye)
Uburyo bwo guhugura butunganya neza moderi kuri babiri batabanje gukenera icyitegererezo cyihariye.
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QLoRA
Tekinike nziza yo guhuza ihuza uburemere bwa 4-bit hamwe na LoRA adaptate kugirango igabanye kwibuka.
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Icyitonderwa
Uburyo bwiza bwo kwitondera algorithm igabanya imikoreshereze yibuka kandi yihutisha imyitozo ya transformateur no gufata umwanzuro.
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Imitwe myinshi
Uburyo bwa transformateur bukoresha ibikorwa byinshi byitondewe muburyo bwo gufata ubwoko butandukanye bwimibanire.
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Kode y'imyanya
Ibisobanuro byongewe kumurongo wibimenyetso kugirango abahindura bashobora gutandukanya urutonde.
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RoPE (Ibizunguruka byerekana umwanya)
Uburyo bwa kodegisi yuburyo buhinduranya ikibazo nurufunguzo rwibanze kugirango ushireho ibimenyetso byerekana ibimenyetso.
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ALiBi
Uburyo bubogamye bwibihano bihana amanota yo kwitondera hashingiwe ku ntera yikimenyetso, ifasha moderi gutandukana mugihe kirekire.
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Kunyerera Idirishya
Uburyo bwo kwitondera aho buri kimenyetso cyitabira gusa idirishya rinini ryerekana idirishya ryerekana ibimenyetso kugirango ugabanye compte.
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BPE (Encoding ya Byte)
Ijambo ryibanze tokenisation algorithm ihuza inyuguti ebyiri zikunze kugaragara mubimenyetso byongeye gukoreshwa.
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Interuro
Ururimi-agnostic tokenizer yiga subword ibice biturutse kumyandiko mbisi itabanje gutandukana kumwanya wera.
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ANN (Hafi y'abaturanyi hafi)
Algorithms isanga ibice byegereye ikibazo nta kugereranya kwuzuye, gucuruza neza kubwihuta.
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HNSW
Igishushanyo-gishingiye ku gipimo cyerekana uburyo bwihuse hafi-umuturanyi ushakisha hejuru-ya-vectors.
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Reranker
Icyitegererezo cyerekana urutonde rwambere rwibisubizo kugirango ushire ibintu byingenzi hejuru.
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Gushakisha Hybrid
Uburyo bwo kugarura ibintu bukomatanya ijambo ryibanze (amagambo) gushakisha hamwe na vector (semantique) gushakisha neza kwibutsa no kumenya neza.
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Encoder
Icyitegererezo gitanga ikibazo hamwe ninyandiko hamwe muri pass imwe kugirango imanza zifatika zifatika.
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Bi-Encoder
Icyitegererezo gikubiyemo ibibazo ninyandiko mubice bitandukanye kuburyo bishobora kugereranywa vuba murwego.
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LLM-nkumucamanza
Gukoresha icyitegererezo cyururimi kugirango utange amanota cyangwa ugereranya ibisubizo bivuye mubindi byitegererezo mugihe cyo gusuzuma.
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Pass @ k
Kode-isuzuma ibipimo bipima amahirwe byibura imwe muri k yabyaye ingero yatsinze ibizamini.
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MMLU
Ibipimo ngenderwaho byo gupima ururimi murwego 57 rwamasomo nu mwuga ukoresheje ibibazo byinshi byo guhitamo.
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Ikiremwamuntu
Igipimo cyibibazo bya porogaramu ya Python ikoreshwa mugupima code-ibisekuruza byukuri binyuze mubizamini byibice.
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GSM8K
Ibipimo byamanota-shuri imibare yamagambo ibibazo bikoreshwa mugusuzuma intambwe ku yindi ibitekerezo mubitekerezo byururimi.
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Ukuri
Nigute mubyukuri ibyifuzo byicyitegererezo bihuye nukuri kwukuri kwamakuru.
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Imirongo
Reba ku nkomoko y'ibice cyangwa inyandiko zikubiye mubisubizo by'icyitegererezo cyo gushyigikira ibyo isaba.
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Amazi
Gushyira ibimenyetso byerekana mumyandikire cyangwa itangazamakuru ryakozwe na AI kuburyo bishobora kumenyekana nyuma byakozwe na mashini.
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Amahugurwa yo hagati
Icyiciro giciriritse cyimyitozo hagati yo kwitegura na nyuma y amahugurwa, akenshi bikoreshwa mubushobozi cyangwa guhindura domaine.
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Nyuma y'amahugurwa
Intambwe zamahugurwa zikoreshwa nyuma yo kwitoza, nko guhuza amabwiriza, guhitamo neza, no guhuza umutekano.
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Kwikinisha
Amahugurwa yashizweho aho icyitegererezo gitezimbere mugutanga amakuru binyuze mumikoranire cyangwa amarushanwa hamwe na kopi yacyo.
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RAG-Fusion
Uburyo bwo kugarura ibintu butanga ibibazo byinshi, bigarura ibisubizo kuri buri, kandi bigahuza urutonde.
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Gusubiramo byinshi
Tekinike yo kugarura yandika ikibazo cyabakoresha muburyo butandukanye kugirango tunoze kwibuka.
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Kubona Ababyeyi-Inyandiko
Uburyo bwo kwishakisha bushakisha uduce duto ariko bugasubiza ibyangombwa byababyeyi binini murwego rukize.
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Gushakisha ibiti
A decoding algorithm ituma abakandida benshi bambere bakurikirana kuri buri ntambwe kugirango babone ibisubizo byinshi-bishoboka.
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Igihano cyo Gusubiramo
Igenamiterere rya decoding igabanya amahirwe yikimenyetso moderi yamaze gukora kugirango igabanye imirongo.
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Ibihano Byinshyi
Igenamiterere rya decoding igabanya amahirwe yikimenyetso ugereranije ninshuro yagaragaye kugeza ubu.
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Kubaho
Igenamiterere rya decoding igabanya amahirwe yikimenyetso cyagaragaye rwose, gishimangira ingingo nshya.
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