Mhla tingu-19 Kholwane 2026, eNgcungcutsheni Yemhlaba ye-AI eShanghai, i-Alibaba yetfule imodeli yayo lensha Qwen 3.8 Max (Qwen3.8-Max-Preview) lenemapharamitha langu-2.4 tigidzigidzi, yatsi kusebenta kwayo «kuphansi kuphela kwa-Claude Fable 5». Tindzaba tiliciniso, kodvwa lokuphumako kumnikati webhizinisi kwehlukile esihlokweni: lokumenyetelwako kubukisa kwekucala, hhayi inguculo lesekwente. Kute emathebula ekuhlola lashicilelwe, kute likhadi lemodeli, kute lilayisensi, kute intsengo lejwayelekile ngesigidzi sema-token, futsi kute lusuku lwetisindvo letivulekile. Inombolo yinye lecinisekisiwe bukhulu, futsi bukhulu yintfo yekugcina lokufanele usekele kuyo sincumo.

Lokumenyetelwe ngempela

Loko lesikwatiko esimemetelweni uqobo kulinganiselwe futsi kucacile:

  • Bukhulu: emapharamitha langu-2.4 tigidzigidzi esakhiweni se-mixture-of-experts, lokusho kutsi kuwo onkhe umbuto kusebenta kuphela incenye lencane yenethiwekhi. Linani lemapharamitha lasebentako alizange livetwe.
  • Isebenta ngetindlela letinyenti: isebenta ngemibhalo, titfombe, emavidiyo nemadokhumenti; yimodeli ye-Qwen yekucala lengetulu kwesigidzigidzi semapharamitha lesekela tindlela letinyenti.
  • Iwindi le-context lelikhulu kakhulu: imininingwane yekuhlanganisa leshicilelwe ku-Qwen Cloud ikhombisa iwindi lelicishe libe sigidzi sema-token (983,616) kanye nalokuphumako lokukhulu kakhulu kwema-token langu-131,072.
  • Kutfolakala: ngekubhalisela i-Token Plan kanye nemapulatifomu e-Qoder ne-QoderWork, ngentsengo yekubukisa lelingana ne-10% wentsengo lejwayelekile.
  • Lokushiwo: yendlula inguculo leyandvulela, Qwen 3.7 Max, ekubhaleni ikhodi, ekwakheni tinhlelo letiphelele, ekuhlatiyeni imininingwane nasemisebentini yasehhovisi, futsi iyonkhe isendzaweni «lengemuva kwa-Fable 5 kuphela».

Lesimemetelo sifika emalangeni lambalwa ngemuva kwekukhishwa lokuvulekile kwe-Kimi K3 lenemapharamitha langu-2.8 tigidzigidzi, nangaphambi kwaloko i-GLM-5.2: umncintiswano lonemandla emkhatsini wema-lebhu aseShayina lowehlisa emanani emhlabeni wonkhe, lokukusita wena njengemtsengi.

Lokungamenyetelwanga, nalokubaluleke kakhulu kuwe

Luhlu lwalokungekho lusindza kakhulu kunalolo lwalokushicilelwe, futsi yonkhe intfo kulo itsintsa sincumo sebhizinisi ngco:

  • Kute kuhlolwa lokutimele: lokushiwo kutsi «ingemuva kwa-Fable 5 kuphela» kusekelwe ekuhloleni kwangekhatsi lokwentiwe yi-Alibaba uqobo. Kute lusekelo lolutimele leselushicilele emaphuzu, futsi kute lithebula leliphelele lemaphuzu lelikhishiwe.
  • Kute lilayisensi, kute tisindvo: «tisindvo letivulekile masinyane» setsembiso lesingenalo lusuku, lilayisensi nendzawo yekugcina. Kuze kuvele lilayisensi, ngeke ukwati nekutsi uvumelekile yini kuyisebentisela kuhweba.
  • Kute intsengo lezinzile: intsengo lehlisiwe yekubukisa akusiyo leyo lotayikhokha kamuva. Lokuwukuphela kwalokungacatsaniswa nako yinguculo leyandvulela, Qwen 3.7 Max: 2.50 $ ngesigidzi sema-token lafakwako na-7.50 $ ngesigidzi sema-token laphumako, nesaphulelo lesifika ku-90% kulokufakwako lokugcinwe ku-cache.
  • Kute likhadi lemodeli: lokusho kutsi kute imibhalo lesemtsetfweni ngemikhawulo, tingoti nobe luhlobo lwemininingwane yekucecesha, lokusisekelo sanobe ngukuphi kubuyeketwa lokucotfo kwekulandzela imitsetfo nobe kuphatfwa kwemininingwane.

Kute kwaloku lokusho kutsi imodeli ibutsakatsaka; ingaba yincono kakhulu. Kusho kuphela kutsi simemetelo ngalesimo lesikuso nyalo asenele kutsi kusekelwe kuso sincumo, nekutsi kubopha umkhicito wakho lamuhla ku-«kubukisa kwekucala» kufana nekwakha emhlabatsini lonyakatako.

Kungani «lenkhulu kakhulu» kungasho «lencono kakhulu kubhizinisi lakho»

Linani lemapharamitha lilinganiso lekukhangisa kunelilinganiso lekusebenta. Esakhiweni se-mixture-of-experts imodeli yonkhe ayisebenti kuwo onkhe umbuto, ngako linani leliphelele lesihloko alisho lutfo ngekulunga, tindleko nobe kushesha kwangempela. Lokubaluleke kakhulu kutsi sikhala emkhatsini wemamodeli laphambili emisebentini yebhizinisi yemalanga onkhe, njengekufingcisa, kuhlela ngetigaba, kukhipha imininingwane kuma-invoyisi nemadokhumenti, kuphendvula imibuto yemakhasimende nekwakha ikhodi lengakabi lukhuni kakhulu, sesincane kakhulu. Imibuto lenguyo lencuma kukhetsa kwakho yehlukile: imodeli iyawenta kahle yini umsebenti wakho ngelulwimi lwakho? Ibita malini ngelinani lekusebentisa kwakho kwangempela, hhayi ngelekuhlola? Iphendvula ngekushesha lokungakanani? Futsi ungakhona yini kuyishintja etinyangeni letisitfupha letitako ngaphandle kwekwakha kabusha luhlelo lwakho?

Luhlu lwekuhlola ngaphambi kwekwakha kunobe nguyiphi imodeli lensha

Loluhlu lusebenta ku-Qwen 3.8 nakunobe ngukuphi lokutawumenyetelwa ngemuva kwayo:

  • Yinguculo lezinzile nobe kubukisa kwekucala? Ungabophi umkhicito losebentela emakhasimende akho kumodeli ye-«preview» lengashintja nobe isuswe ngaphandle kwesecwayiso.
  • Kuhlolwa kutimele yini? Tinombolo tangekhatsi temtsengisi ticalo, hhayi bufakazi. Lindza kuhlolwa lokutimele nobe, lokuncono kakhulu, uyihlole wena ngemininingwane yakho.
  • Intsengo yekugcina yini? Bala tindleko takho ngelinani lekusebentisa lolilindzele ngentsengo lejwayelekile, hhayi ngentsengo yekwetfula letawuphelelwa sikhatsi.
  • Lilayisensi lisho ini ngco? Ligama lelitsi «levulekile» alicaci; lilayisensi kuphela lelincuma lilungelo lakho lekuyisebentisela kuhweba.
  • Imininingwane yakho iya kuphi? Kusebentisa i-API ye-cloud yangaphandle kusho kutsi imininingwane yakho iphuma ekulawuleni kwakho; kulinganise netibopho takho ngaphansi kwemtsetfo wekuvikela imininingwane yemuntfu.
  • Luhlelo lwakho lungashintja imodeli? Nangabe imphendvulo itsi cha, inkinga yakho akusiko kukhetsa imodeli, kodvwa kudizayina kweluhlelo lwakho.

Loku kusho kutsini emakethe yaseSaudi

2026 ngu-«Umnyaka Webukhalikhali Lobentiwe» eMbusweni, futsi umncintiswano lonemandla emkhatsini wema-lebhu aseMelika nawaseShayina usita tinkampani taseSaudi: kukhetsa lokunyenti, emanani laphansi nendzawo lenemandla ekuboniseleni. Kodvwa lomncintiswano unalolunye luhlangotsi: lijubane lesimemetelo liyenga emacembu kutsi aguchuke kusuka kumodeli yinye kuya kulenye onkhe emaviki lambalwa, futsi lokuyindlela lembi kakhulu yekusebentisa sikhatsi nesabelomali selicembu lakho. Tinkampani letizuza kulomncintiswano akusito letizama yonkhe inguculo lensha, kodvwa letakhe luhlelo lolunganakekeli kutsi ngubani lowinako, letishintja imodeli emuva kwesixhumanisi lesinye nangabe emanani ashintja nobe kulunga kukhula. Engeta naluhlangotsi lolubalulekile lwemitsetfo: nangabe lilayisensi nelikhadi lemodeli kungakashicilelwa, kulukhuni kufaka imodeli kunobe ngukuphi kubuyeketwa lokucotfo kwekulandzela imitsetfo nobe kuphatfwa kwemininingwane enhlanganweni yakho.

Indlela lesiphatsa ngayo letimemetelo ku-Origami

Njengenkampani yebuchwepheshe, asitakhi kabusha tinhlelo temakhasimende etfu ngaso sonkhe sikhatsi kuvela sihloko lesisha. Sakha lungcweti lwekwehlukanisa lolwehlukanisa umcondvo webhizinisi lakho nemhlinzeki wemodeli, kute kushintja imodeli kube kushintja kwekulungiselela, hhayi umsebenti wekwakha kabusha. Bese sihlola emamodeli lakhetsekako emisebentini yakho yangempela, ngemininingwane yakho nangelulwimi lwakho, silinganisa kulunga, tindleko nesikhatsi sekuphendvula ngaphambi kwanobe nguyiphi intsembiso. Futsi nangabe kubukisa kwekucala kuvutfwa kube yinguculo lezinzile lenelilayisensi nentsengo lecacile, sesivele silungiselele umhlabatsi wekuyihlola ngekushesha, ngaphandle kwekuyibhejela kusenesikhatsi.

Imitfombo: simemetelo se-Alibaba se-Qwen 3.8 Max eNgcungcutsheni Yemhlaba ye-AI (Shanghai, mhla tingu-19 Kholwane 2026), imibiko ye-MarkTechPost ne-eWeek, kanye nendzawo yekugcina lesemtsetfweni ye-Qwen ku-github.com/QwenLM. Tonkhe tinombolo tekusebenta letishiwo tiyimibono yemtsengisi levela ekuhloleni kwangekhatsi futsi betingakacinisekiswa ngalokutimele ngesikhatsi sekushicilelwa.