Kulendzaba
- Yini Mistral leyikhiphile, ngemagama lalula
- Simo sinye kuphela selilayisensi
- Tindlela letintsatfu tekuyisebentisa, netindleko taletinye nateletinye
- Kungani kuba nemodeli kubalulekile: tingoti letimbili tangempela
- Ingabe inemandla langakanani ngempela?
- Ikufanela nini libhizinisi lakho
- Umbono wa-Origami
- Imitfombo
Mhla ti-29 Imphala 2026, inkampani yaseFrance i-Mistral AI yakhipha emphakatsini i-Mistral Large 4, imodeli yayo lenkhulu kakhulu, nawo onkhe emafayela ayo alandvwa ngemahhala. Imphendvulo lemfisha kumnikati webhizinisi eSaudi Arabia: ungayisebentisa kumaseva akho, ugcine idatha yemakhasimende ngekhatsi enkampanini yakho, futsi uyisebentise ekuhwebeni ngaphandle kwekubhadala lilayisensi, nangabe ungayitsengisi kabusha imodeli ngekwayo njengelisevisi lebukhaliphi lobentiwe. Inkinga tisetjentiswa: kuhlela lokusemtsetfweni kusebentisa ema-GPU langu-8 ezinga lesikhungo sedatha. Ngako emabhizinisi lamanyenti kufanele acale nge-API, ngemanani langu-$0.70 ku-1 sigidzi semathokheni lafakwako (lacishe abe ngu-2.63 riyal) na-$2.10 ku-1 sigidzi semathokheni laphumako (lacishe abe ngu-7.88 riyal), bese adlulela engcalasizindeni yawo kuphela uma bunyenti bekusebentisa noma kubaluleka kwedatha kukufanelekisa.
Yini Mistral leyikhiphile, ngemagama lalula
Mistral Large 4 inemapharamitha lacishe abe ngu-1 trillion, kodvwa isebentisa lacishe abe ngu-52 billion kuphela kuwo kuyo yonkhe incenye yemagama leyikhicitako, loko kwenta kutsi isebente ngekushesha futsi ngetindleko letincane kunaloko lokuvetwa bukhulu bayo. Ifundza umbhalo netitfombe, yemukela kufika ku-1 sigidzi semathokheni esicelweni sinye (sivumelwano lesidze nato tonkhe tijobelelo taso singena kalula), futsi Mistral itsi ikhuluma kahle tilwimi letingetulu kwa-160. Yangena ekuboniseni kwekucala lokulinganiselwe nebalingani labakhetsiwe mhla ti-6 Imphala 2026, bese kukhishwa lokugcwele emphakatsini kwalandzela mhla ti-29 Imphala.
Inkhulumo «ekulinganisa lavulekile» isho kutsi utfola imodeli ngekwayo, hhayi nje kufinyelela kuyo. Ungayifaka kumaseva lowalawulako, ngekhatsi eMbusweni uma ufuna, futsi kute sicelo lesidzinga kuphuma kunethiwekhi yakho. Uma ufundzile sihloko setfu nge-Inkling yaka-Thinking Machines, umcondvo uyafana. Lokusha lapha lilayisensi, kusekelwa ngumhlinzeki waseYurophu lotinzile, kanye netindzawo letinyenti longayisebentisela kuto.
Simo sinye kuphela selilayisensi
Lemodeli ikhishwe ngaphansi kwe-Mistral Ecosystem Open-Weight License, Mistral leyichaza njengelilayisensi le-MIT lelilungisiwe. Ungayisebentisa, uyigucule, uyicondzise ngedatha yakho futsi uyisebentise ekuhwebeni. Simo sinye kuphela: ibhizinisi lelisebentisa i-Model-as-a-Service, lokusho kutsi litsengisa kufinyelela kumodeli ngekwayo kulamanye emabhizinisi, kufanele kucala litfole lilayisensi lekuhweba lelehlukile kuMistral.
Emabhizinisini lamanyenti aseSaudi lesimo asisebenti. Umtfolamphilo losebentisa lemodeli kufingca emafayela etiguli, umsabalalisi loyisebentisa kuphendvula imilayeto yemakhasimende, noma lihhovisi lebameli leliyisebentisa kuhlola tivumelwano, bonkhe basebentisa imodeli emsebentini wabo, abayitsengisi. Uma uyinkampani yesofthiwe lehlela kuniketa emakhasimende ayo lisevisi lebukhaliphi lobentiwe lelakhelwe kuyo, fundza lilayisensi nemmeli wakho ngaphambi kwekwetfula.
Tindlela letintsatfu tekuyisebentisa, netindleko taletinye nateletinye
- I-API ya-Mistral: $0.70 ku-1 sigidzi semathokheni lafakwako, $0.07 kulokufakwako lokugcinwe ku-cache na-$2.10 ku-1 sigidzi semathokheni laphumako. Ubhadala ngekusebentisa futsi awuphatsi maseva, kodvwa idatha yakho iya kuMistral.
- Inkhundla ye-cloud: Mistral itsi i-Microsoft Foundry ingumhlinzeki we-cloud wekucala lowetfula lemodeli, futsi iyatfolakala nange-OpenRouter nangemaphoyinti lasingatwa yi-NVIDIA. Loku kufanela inkampani lesinayo i-akhawunti nesivumelwano nalomunye walabahlinzeki.
- Emaseva akho: emafayela ekulinganisa akhona ku-Hugging Face. Tibonelo letisemtsetfweni tekufaka tisebenta kuma-GPU langu-8 e-NVIDIA lasebenta ndzawonye, futsi nenguco lencanyana lecindzetelwe ihloselwe ema-chip lamasha e-Blackwell ye-NVIDIA. Ubhadala tisetjentiswa noma emaseva lacashiwe, hhayi sicelo ngasinye.
Inothi leliliciniso ngetindleko: ngekusho kwe-Fortune, nga-Artificial Analysis ihlola kuboniswa kwekucala, yalinganisa lemodeli cishe nge-GPT-6 Luna ya-OpenAI, kodvwa yatfola kutsi indleko yayo ngemsebenti ngamunye yengca kane kunemamodeli lavulekile labukhaliphi lobufanako. Ngako intengo yodvwa ayisiso sizatfu sekuyikhetsa.
Kungani kuba nemodeli kubalulekile: tingoti letimbili tangempela
Idatha lephuma eMbusweni. Uma utfumela idatha yemuntfu yemakhasimende akho kumhlinzeki webukhaliphi lobentiwe lophesheya, loko kudluliselwa kungena ngaphansi kweMtsetfwana Wekudlulisela Idatha Yemuntfu Ngaphandle Kwembuso weSiphatsimandla Sedatha Nebukhaliphi Lobentiwe saseSaudi (SDAIA), lowetsembele etinyatselweni letinjengekuvikela lokufanele kanye nemigomo yetivumelwano lejwayelekile. Kusebentisa imodeli kumaseva langekhatsi eMbusweni kukhipha loko kudluliselwa kulokusebentisa, nanoma tonkhe letinye timfanelo teMtsetfo Wekuvikelwa Kwedatha Yemuntfu (PDPL) tisasebenta. Sihloko setfu nge-tifundza te-cloud ngekhatsi eMbusweni sichaza kutsi indzawo yekubamba ikuxazulula yini nekutsi yini lengakuxazululi.
Kuvalwa kwekufinyelela. Njengoba i-Fortune ikhumbuta, ngeNhlaba 2026 umyalo kahulumende waseMelika waphoca i-Anthropic kutsi imise kufinyelela kumamodeli ayo i-Fable 5 ne-Mythos 5 cishe emasontweni lamatsatfu. Ngaleso sikhatsi sabhala ngekutsi loko kwakusho kutsini emabhizinisini lakhelwe kumhlinzeki munye. Ikhophi yemodeli lesebenta kumaseva akho ayikwati kucinywa ngaphandle. Lisekela-mengameli wesayensi ye-Mistral, Pierre Stock, wetfula leyo nkhulumo kanye ngesikhatsi sekwetfulwa.
Ingabe inemandla langakanani ngempela?
Tinombolo tivela kuMistral futsi kufanele tifundvwe kanjalo. Lenkampani itsi lemodeli ihola kancane emamodelini lavulekile ku-Coding Agent Index ye-Artificial Analysis nge-48%, itfola emaphuzu langu-41% ku-Terminal-Bench 4.0 (kusuka ku-28% ekuboniseni kwekucala, ilingana ne-GLM-5.3 yaseShayina), futsi ivikela emahlaselo langu-97.1% ekuhloleni kwekuphepha kwema-ejenti i-B3. I-Fortune yengeta simo: emamodeli lavaliwe a-OpenAI na-Anthropic asaphambili ngalokuphelele; sibonelo, i-Mythos 5.1 ya-Anthropic itfola emaphuzu langu-60.9% ku-Terminal-Bench 4.0. Kafishane, lena yindlela levulekile lebalulekile, hhayi imodeli lenemandla kakhulu emakethe.
Ikufanela nini libhizinisi lakho
- Uphatsa idatha lebucayi (temphilo, temali, temtsetfo) futsi ufuna kutsi ihlale engcalasizindeni yakho.
- Bunyenti bekusebentisa kwakho bukhulu futsi butinzile, lapho tindleko letingaguculi teseva tingaphansi kwesikweletu sesicelo ngasinye.
- Inchubo lesemcoka ayikwati kuma ngoba umhlinzeki ugucule imigomo noma walahlekelwa kufinyelela.
- Ufuna kucondzisa imodeli ngemadokhumende akho futsi ube ngumnikati walokuphumako.
Uma kute kuloku lokusebenta kuwe, imodeli levaliwe nge-API ivamise kuba lula futsi ibe namandla kakhulu. Nekhwalithi yesi-Arabhu ayikacinisekiswa: emakhasi lasemtsetfweni akhuluma ngetilwimi letingetulu kwa-160 ngaphandle kwekubiza sesi-Arabhu, ngako yihlole ngemadokhumende akho langempela esi-Arabhu ngaphambi kwekutsi utibophelele.
Umbono wa-Origami
Asikululeki kutsi utsenge ema-GPU langu-8 ngoba nje imodeli seyilandvwa. Sikweluleka kutsi wakhe lungcweti lwakho lwebukhaliphi lobentiwe ngendlela levumela kutsi imodeli ishintjwe: cala nge-API, kala kunemba ngedatha yakho yesi-Arabhu neyesiNgisi, gcina ticondziso nekugeleta kwedatha etandleni takho, bese udlulisela tinchubo letibucayi kumodeli loyibamba wena njenge-Mistral Large 4 uma tinombolo netingoti kukufanelekisa. Uma ufuna lusito lwekuyihlola ngedatha yakho noma kwakha lolungcweti, khuluma natsi.
Imitfombo
Imibuto lejwayelekile
Ingabe Mistral Large 4 imahhala enkampanini yami?
Emafayela emodeli angalandvwa ngemahhala, futsi lilayisensi livumela kusetjentiswa kwekuhweba, kuguculwa kanye nekucondziswa ngedatha yakho. Lokukodvwa lokuhlukile kutsengisa kufinyelela kumodeli ngekwayo njengelisevisi kulamanye emabhizinisi, lokudzinga lilayisensi lelehlukile kuMistral. Usabhadala emaseva uma uyibamba wena, noma ubhadala ngekusebentisa nge-API: $0.70 ku-1 sigidzi semathokheni lafakwako na-$2.10 ku-1 sigidzi semathokheni laphumako.
Ngidzinga tiphi tisetjentiswa kute ngisebentise Mistral Large 4 kumaseva ami?
Tibonelo letisemtsetfweni tekufaka ku-Hugging Face tisebentisa ema-GPU langu-8 e-NVIDIA lasebenta ndzawonye, kanye nenguco lencanyana lecindzetelwe yema-chip lamasha e-Blackwell. Ayisebenti kukhompyutha yasetafuleni noma kuseva lejwayelekile, ngako emabhizinisi lamanyenti acala nge-API noma nge-cloud.
Ingabe kuyibamba ngekhatsi eMbusweni kwanele kutsi ngilandzele Umtsetfo Wekuvikelwa Kwedatha Yemuntfu?
Kususa kudluliselwa kwedatha ngaphandle kwelive kuloko kusetjentiswa, lokulawulwa nguMtsetfwana we-SDAIA Wekudlulisela Idatha Yemuntfu Ngaphandle Kwembuso. Letinye timfanelo temtsetfo, njengesisekelo semtsetfo sekucubungula, emalungelo ebanikati bedatha kanye nekulawulwa kwekufinyelela, tisasebenta.
Ingabe Mistral Large 4 iyasisekela silwimi sesi-Arabhu?
Mistral itsi lemodeli ikhuluma kahle tilwimi letingetulu kwa-160, kodvwa emakhasi ayo lasemtsetfweni akasibiti ngalokucacile sesi-Arabhu. Yihlole ngemadokhumende nemilayeto yesi-Arabhu yangempela yebhizinisi lakho ngaphambi kwekutsi uyetsembe.
