Byagenze bite
Ars Technica itangaza ko IBM yashyize ahagaragara Granite 4.2, verisiyo yanyuma yumuryango wacyo wururimi ruremereye rugenewe gukuramo no kwiyakira. Isohora ririmo ibipimo bya 3B, 8B na 30B, byose bifashisha decoder yonyine yubatswe kandi bitanga kavukire ya 128,000-token contexte. Moderi ya 8B na 30B yakiriye iyindi mikorere ya agentic gushimangira-kwiga icyiciro kumirimo nko gukoresha itumanaho, gushakisha kurubuga no gukorana nibikoresho byo hanze. Moderi ya 3B nayo ishyigikira ibikoresho, ariko Ars Technica ivuga ko itabonye amahugurwa amwe yihariye. IBM isobanura Granite 4.2 nkibitekerezo byibanda kurekura umuryango.
Ars Technica itangaza ko IBM yashyize ahagaragara Granite 4.2 nk'isohoka rishya mu muryango wacyo ufite uburemere buke bw'ururimi runini. Moderi yagenewe gukururwa no kwakirwa, igashyira ibyasohotse kumasoko yaho-LLM aho kuyerekana cyane nka serivisi yakiriwe na API. Ingingo igaragaza ibintu bitatu: 3B, 8B na 30B ibipimo. Irasobanura uko ari batatu nka moderi ya decoder gusa, ibisobanuro bitandukanya imyubakire yabo ariko ntabwo, byonyine, byerekana uburyo bazakora mubikorwa byihariye.
Nk’uko Ars Technica ibivuga, buri variant ya Granite 4.2 ifite idirishya kavukire rya 128.000. Idirishya ryibanze rigena umubare winjiza nibiganiro byabanjirije cyangwa ibikoresho icyitegererezo gishobora gutunganya mumikoranire imwe, ariko isoko ntisobanura uko moderi ikora nkuko iryo dirishya rikura cyangwa ibyuma bikenewe kugirango ubikoreshe. 128,000-token ibisobanuro rero ni ubushobozi bwibicuruzwa byavuzwe, ntabwo ari ibimenyetso byubwiza runaka, umuvuduko cyangwa ibisubizo byigiciro.
Guhindura ibicuruzwa hagati ni amahugurwa akoreshwa muburyo bunini. Ars Technica ivuga ko verisiyo ya 8B na 30B yanyuze muri agentic reinforcing-learning block igamije kwagura ubushobozi nko gukoresha itumanaho, gushakisha urubuga no gukorana nibikoresho byo hanze. Moderi ya 3B ishyigikira ibikoresho nabyo, ariko nta rwego rumwe rwamahugurwa yihariye. Inkomoko ntisobanura amakuru yamahugurwa, uburyo bwo gusuzuma, igipimo cyatsinze cyangwa uburyo bwo kurinda ibyo bikoresho.
IBM iranga Granite 4.2 nkibitekerezo byibanda kumuryango wa Granite, ibisobanuro byavuzwe na Ars Technica. Ingingo isobanura ko "gutekereza" muriki gice bivuga imyitwarire ikora nko gutwara ibisubizo hagati binyuze mu ntambwe nyinshi, aho gusobanukirwa neza ugereranije nibitekerezo byabantu. Ars Technica ivuga ko ubu buryo bushobora gutanga ibisubizo bikaze cyangwa byukuri mu bihe bimwe na bimwe, mu gihe kandi byongera igihe cyo gusubiza no kubara ibisabwa. Ingingo ikubiyemo ifoto yanditseho nkuwanditse akurura Granite 4.2 8B akoresheje Ollama kuri macOS, ariko iyo shusho ntabwo ari ikizamini cyigenga.
Ibisobanuro birambuye: arstechnica.com ↗
Impamvu ari ngombwa
Granite 4.2 igera mugihe abitezimbere hamwe nimiryango bashakisha imiterere yimikorere yabaturage mugihe bahangayikishijwe nigiciro hamwe nibisabwa bya sisitemu yibicu. Ars Technica isobanura ibyo IBM yibandaho nko guhanura imishinga iteganijwe, hamwe nubujurire bufatika bwikitegererezo gishobora kwakirwa kandi kigakoreshwa nta mafaranga ya API kuri buri kimenyetso. Isohora ryerekana kandi impinduka nini kuri moderi zigamije gukora intambwe-nyinshi, ibikoresho bifashwa nigikorwa aho kubyara inyandiko gusa. Ibyo birashobora gutuma ibinini binini bya Granite bifitanye isano nabaterankunga bubaka abakozi baho, nubwo isoko idatanga ibimenyetso byigenga byerekana uburyo bagereranya nubundi buryo.
Ars Technica ishyira ibyasohotse mubyifuzo bigenda byiyongera mubyitegererezo byururimi rwaho. Iyi ngingo ivuga ko abashinzwe iterambere n’inganda bagiye bashakisha uburyo bukoreshwa mu karere nk’ibishobora kuba bihendutse ubundi buryo bwo guhanahana ibicuruzwa biva mu masosiyete nka Anthropic na OpenAI, mu gihe haganiriweho ibiciro by’icyitegererezo hamwe n’imbogamizi zo kubara. Inkomoko ntabwo igereranya ayo kuzigama, kandi ntivuga ko Granite 4.2 izaba ihendutse muri buri gikorwa. Akamaro kayo nuko IBM itanga ubundi buryo bwo gufungura uburemere bwamashyirahamwe ashaka gukora icyitegererezo ubwacyo.
Kwiyakira birashobora guhindura ubukungu bufatika bwo kugerageza no kohereza. Ars Technica ivuga ko imideli ikoreshwa mugace ishobora gukoreshwa idafite amafaranga ya API kuri buri kimenyetso, ifasha gusobanura ubujurire bwabo kubakunda, abashakashatsi ndetse nabateza imbere kugiti cyabo bashaka kwikinisha kubikoresho byaho. Ingingo ntisobanura ibyuma bisabwa muburyo ubwo aribwo bwose bwa Granite 4.2, kubwibyo kutishyurwa kwa API ntibigomba kwitiranywa nigiciro cya zeru. Ibikoresho byo kubara, gushiraho no gukora bikomeza kuba ngombwa bitazwi.
Ibicuruzwa byibanda ku gukoresha ibikoresho kuko sisitemu nyinshi za AI zirimo gutegurwa kugirango zikore ibikorwa, ntabwo zisubiza gusa ibyifuzo byihariye. Icyitegererezo cyatojwe kugera kumurongo, gushakisha kurubuga nibikoresho byo hanze bishobora kuba nkibigize muri sisitemu yabakozi. Ibyo bishoboka bishingiye kubushobozi bwasobanuwe na Ars Technica, ariko inkomoko ntabwo yanditse ibicuruzwa byarangiye, ibyoherejwe byigenga cyangwa ibikorwa byukuri byisi. Basomyi bagomba gutandukanya icyitegererezo cyatojwe kuriyi mirimo na sisitemu yerekana umusaruro.
Isohora kandi rihuza no kuzamuka kwabayobora moderi, ibyo Ars Technica isobanura nkibikoresho bisobanura ibisobanuro, imirimo cyangwa imishinga no kubyohereza kuri moderi zatoranijwe kugirango zihuze imikorere, umuvuduko nigiciro. Ingano ya Granite 4.2 irashobora gutuma iba umukandida umwe muruvange, ariko inkomoko ntabwo ivuga ko IBM iyinjiza muri router cyangwa ngo itange ibimenyetso byerekana ko umuryango utanga inyungu yihariye-yimikorere. Ikintu gikomeye gishyigikirwa ni uko IBM ishyiraho umuryango wintangarugero woherejwe kugirango ukoreshe imishinga iteganijwe mugihe wongeyeho imyitwarire yihariye ya agent muri verisiyo nini zayo.
Uburyo bukoreshwa: Uburyo bukora
Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.
What is a common training objective for an autoregressive language model?
Ibyo kureba
Ikibazo cyingenzi kidakemutse nuburyo Granite 4.2 ikora mubikorwa. Ars Technica ntabwo itanga ibisubizo byigenga byigenga, ibiciro, ibisabwa byuma, ibisobanuro byuruhushya, isuzuma ryumutekano cyangwa ibimenyetso byukoherejwe. Ntabwo kandi igaragaza niba moderi nshya iruta Nemotron ya Nvidia cyangwa moderi yibicu kumurimo wakazi. Raporo yigihe kizaza igomba gusuzuma imiterere yumuvuduko nyawo, ibisabwa byo kwibuka, ibikoresho-gukoresha kwizerwa hamwe nigipimo cyamakosa mubikorwa bifatika. Igomba kandi gusobanura uburyo imyigire ya agentic ishimangira kunoza verisiyo ya 8B na 30B, kandi aho moderi ntoya ya 3B ikomeza kuba ingirakamaro nubwo yahawe amahugurwa adasanzwe.
Ikizamini cyigenga nigice kinini cyabuze. Ars Technica ivuga ibicuruzwa bya IBM ibisobanuro n'ibirindiro byayo ariko ntigaragaza ibisubizo byagereranijwe ugereranije na Nemotron, izindi moderi zifungura uburemere cyangwa sisitemu yibicu. Isuzuma ry'ejo hazaza rigomba gupima ubunyangamugayo, ubukererwe, gukoresha imiterere, gukoresha ibikoresho gutsinda no kunanirwa kugarura imirimo ihagarariwe aho gushingira gusa kumibare y'ibipimo cyangwa 128.000-byerekana ibimenyetso.
Inzitizi zo kohereza nazo ntizisobanutse neza. Inkomoko ntisobanura kwibuka, gutunganya cyangwa kwihutisha ibisabwa kuri 3B, 8B cyangwa 30B, ntanubwo itanga ingano yo gukuramo, uburyo bwo kubara, amagambo yo gutanga uruhushya cyangwa inkunga yo kwishyiriraho ibirenze ingingo yerekeranye no kwiyakira hamwe na Ollama. Ibisobanuro birambuye bizerekana niba icyitegererezo ari ingirakamaro kubateza imbere kugiti cyabo, amashyirahamwe mato cyangwa ibigo binini binini.
Amahugurwa yihariye ya verisiyo ya 8B na 30B akwiye kugenzurwa. Ars Technica igaragaza imikoreshereze yanyuma, gushakisha kurubuga nibikoresho byo hanze nkubushobozi bwintego, ariko ntabwo itanga uburyo bwizewe moderi ihitamo ibikoresho, gukurikiza amabwiriza, gukora ibisubizo bitari byo cyangwa kwirinda ibikorwa bibi. Kwipimisha ntibigomba gusuzuma gusa niba umukozi ashobora kurangiza umurimo, ariko nanone niba bihagarara mugihe bidashidikanywaho kandi bikomeza guhanurwa mugihe ibikoresho cyangwa amakuru yakuwe bitwaye muburyo butunguranye.
Uruganda rusohora rusaba narwo rugomba kugenzurwa kubimenyetso byoherejwe. Ars Technica avuga ko ikibuga cya IBM gishimangira guhanura, ariko ntigaragaza abakiriya bitiriwe, imizigo ikora, ibisubizo byo ku rwego rwa serivisi cyangwa ubushakashatsi bwakozwe mu mikorere ukoresheje Granite 4.2. Ntibizwi kandi niba IBM izatanga amakuru ahoraho, ibyangombwa byumutekano cyangwa inkunga kuri moderi. Ibyo bintu bizafasha kumenya niba Granite 4.2 ihagarariye imishinga ifatika cyangwa yagura cyane cyane urutonde rwikitegererezo kiboneka kubushakashatsi bwaho.