- Mistral 3 inounza pamwe gumi akavhurika modhi, kubva kune multimodal muganhu kusvika kune compact Ministral 3 akatevedzana.
- Musanganiswa weNyanzvi dhizaini inogonesa kurongeka kwepamusoro nekushomeka kwesimba rekushandisa uye inoshanda kumucheto deployments.
- Madiki modhi anogona kumhanya pasina Indaneti paGPU imwe chete kana zvishandiso zvakaderera, zvichisimbisa hutongi hwedhijitari.
- Europe iri kuwana nzvimbo muAI nekuda kweMistral yakavhurika maitiro uye kudyidzana kwayo nemasangano ehurumende nemakambani.
Kutanga kweFrench Mistral AI Yakazviisa pakati pegakava pamusoro pehungwaru hwekugadzira muEurope ne Mistral 3 kutangaMhuri itsva yemhando dzakavhurika dzakagadzirirwa kushanda munzvimbo mbiri huru dzedata uye zvishandiso zvine zviwanikwa zvishoma. Kure nekupinda mujaho wemapofu wemuenzaniso saizi, kambani Inotsigira hungwaru hwakagoverwa hunogona kuitwa chero pazvinenge zvichidiwa.: mugore, kumucheto, kana kunyangwe pasina chinongedzo cheinternet.
Iri zano rinoisa Mistral seimwe yedzimwe nzira shoma dzekuEurope dzinokwanisa kumira kune hofori dzakaita seOpenAI, Google kana Anthropic., uye kupa dzimwe nzira dzeChatGPTAsi kubva kune imwe maonero: open-weight modhi pasi perezenisi inobvumirwainochinjika kune zvinodiwa nemakambani uye manejimendi eruzhinji, uye nekutarisa kwakasimba pamitauro yeEurope uye kuzvimiririra kuendeswa mukati mekondinendi.
Chii chinonzi Mistral 3 uye nei ichikosha?
Mhuri Mistral 3 Inoumbwa na gumi akazaruka uremu mhando yakaburitswa pasi peApache License 2.0Izvi zvinobvumira kushandiswa kwayo kwekutengeserana pasina zvirambidzo. Inosanganisira mureza weFrontier-mhando modhi. Mistral Yakakura 3uye mutsara we compact model pasi pechiratidzo Ministerial 3izvo zvinouya muhukuru hutatu (14.000, 8.000 uye 3.000 miriyoni paramita) uye akati wandei akasiyana zvichienderana nerudzi rwebasa.
Iyo yakakosha kuvandudza ndeyekuti iyo hombe modhi haina kuganhurirwa kune zvinyorwa: Mistral Huru 3 ine multimodal uye mitauro yakawandaIyo inokwanisa kushanda nemavara nemifananidzo mukati meiyo dhizaini uye inopa rutsigiro rwakasimba kumitauro yeEurope. Kusiyana nedzimwe nzira dzinobatanidza mutauro nemhando dzechiratidzo zvakasiyana, iyi inotsamira pane imwechete yakabatanidzwa sisitimu inogona kuongorora zvinyorwa zvakakura, kunzwisisa mifananidzo, uye kuita semubatsiri wepamusoro wemabasa akaomarara.
Panguva imwecheteyo, nhepfenyuro Ministerial 3 Yakagadzirirwa kushanda mumamiriro ezvinhu apo kupinda kwegore kunogumira kana kusipo. Aya mamodheru anogona kumhanya pamidziyo ine zvishoma 4 GB yekurangarira kana paGPU imwechete, inovhura musuwo wekushandiswa kwayo mukati malaptop, nharembozha, marobhoti, drones, kana masisitimu akaiswa mukati pasina kutsamira pane inogara iripo internet yekubatanidza kana vekunze vanopa.
YeEuropean ecosystem, uko kutaurirana nezve digital changamire uye kudzora data Uku kusanganiswa kwemuganho wakavhurika wemuganho uye mamodhiyo anogoneka akareruka aripo aripo zvakanyanya uye akakosha, zvese kumakambani akazvimirira uye manejimendi eruzhinji ari kutsvaga dzimwe nzira kune hombe dzeUS neChinese mapuratifomu.
Architecture, Musanganiswa weNyanzvi, uye Technical Approach
Mwoyo wehunyanzvi we Mistral Yakakura 3 chivakwa che Musanganiswa weNyanzvi (MoE), dhizaini umo modhi Iine akawanda emukati "nyanzvi"., asi inongomutsa chikamu chavo kuti chigadzirise chiratidzo chega chegaMukuita, iyo system inobata 41.000 bhiriyoni inoshanda parameters kunze kwehuwandu hwe mabhiriyoni maviri nehafuIzvi zvinobvumira kusanganisa kugona kufunga kwepamusoro nesimba rinodzorwa uye kushandisa komputa pane yakaenzana dense modhi.
Ichi chivakwa, chakasanganiswa ne hwindo remamiriro ezvinhu rine ma tokeni anosvika 256.000Izvi zvinobvumira Mistral Large 3 kugadzirisa huwandu hwakakura kwazvo hweruzivo, senge makondirakiti akareba, zvinyorwa zvehunyanzvi, kana mabhesi makuru eruzivo rwemakambani. Iyo modhi inotarirwa kumakesi ekushandisa akadai kuongororwa kwegwaro, hurongwa hwekubatsira, kugadzira zvemukati, AI vamiririri, uye workflow otomatiki.
Mukufanana, mienzaniso Ministerial 3 Ivo vanopihwa mumhando mitatu mikuru: Nheyo (generic pretrained modhi), Rayira (yakagadzirirwa kukurukura uye mabasa emubatsiri) uye Kufunga (Kugadziridzwa kwekufunga zvine musoro uye kuongorora kwakadzama). Shanduro dzese dzinotsigira chiratidzo uye vanobata mamiriro akafara - pakati pe128K ne256K tokens-, vachichengetedza kuenderana nemitauro yakawanda.
Pfungwa iri pasi, sezvakatsanangurwa nemubatanidzwa uye mukuru sainzi Guillaume Lample, ndeyekuti mu "90%" yemakesi ekushandisa mabhizinesi, Mudiki, wakanyatsorongeka modhi wakakwana. uye, zvakare, inoshanda zvakanyanya. Kuburikidza nehunyanzvi hwakadai sekushandiswa kwe synthetic data yemamwe mabasaIyo kambani inopokana kuti aya mamodheru anogona kusvika kana kutopfuura akakura, akavharika sarudzo mumashandisirwo chaiwo, uku ichideredza mitengo, latency, uye njodzi yekuvanzika.
Iyi ecosystem yese inosanganiswa nehuwandu hwakawanda hwezvigadzirwa zvekambani: kubva Purogiramu inonzi Mistral Agentsine zvibatanidza zvekushandisa kodhi, kutsvaga pawebhu, kana kugadzira mufananidzo, kusvika Mistral Code Kubatsira programmer, iyo yekufunga modhi Neunyanzvi uye chikuva Studio yeAI kuendesa maapplication, kubata analytics, uye kuchengetedza matanda ekushandisa.
Kudyidzana neNVIDIA uye kutumira mune supercomputing uye edge komputa
Chinonyanya kukosha pakutangwa ndiko mubatanidzwa uripo Mistral AI uye NVIDIA, iyo inoisa Mistral 3 semhuri yemhando dzakarongedzerwa zvakanaka kune supercomputing masisitimu uye epamucheto mapuratifomu emugadziri weAmerica. Mistral Yakakura 3zvakasanganiswa nezvivakwa zvakaita se NVIDIA GB200 NVL72, maererano neNVIDIA kuvandudzwa kwemaitiro anosvika kagumi zvichienzaniswa nechizvarwa chakapfuura chakavakirwa paH200 GPUs, kutora mukana wepamberi parallelism, yakagovaniswa ndangariro kuburikidza neNVLink, uye yakagadziridzwa manhamba mafomati senge. NVFP4.
Iro basa rekubatana harimire pa-high-end hardware. The series Ministerial 3 Yakagadziridzwa kuti imhanye nekukurumidza munzvimbo dzakadai MaPC uye malaptop ane RTX GPUs, Jetson zvishandiso, uye edge mapuratifomukufambisa fungidziro yenzvimbo mumaindasitiri, marobhoti, kana mamiriro evatengi. Yakakurumbira masisitimu akadai Llama.cpp naOllama Iwo akagadziridzwa kuti atore mukana weaya mamodheru, ayo anorerutsa kutumirwa kwawo nevagadziri uye zvikwata zveIT.
Uyezve, kubatanidzwa neiyo ecosystem NVIDIA NeMo -kusanganisira maturusi akaita seData Designer, Guardrails, uye Agent Toolkit- inoita kuti makambani aite kunyatsogadzirisa, kuchengetedza kuchengetedza, agent orchestration, uye dhizaini yedata zvichibva paMistral 3. Panguva imwecheteyo, inference injini dzakadai se TensorRT-LLM, SGlang uye vLLM kuderedza mutengo pachiratidzo uye kuvandudza kushanda kwesimba.
Iyo Mistral 3 modhi dzave kuwanikwa kune vatengesi vakuru cloud providers uye yakavhurika repositoriuye vachasvikawo vari muchimiro che NIM microservices mukati meNVIDIA kabhuku, chimwe chinhu chinonyanya kufadza kumakambani eEurope anotoshanda pane ino mugadziri uye anoda kutora generative AI nekutonga kukuru pamusoro pekuendesa.
Yese iyi dhizaini inobvumira Mistral 3 kuti igare munzvimbo huru dzedata uye pamidziyo yemupendero, ichisimbisa rondedzero yayo ye zvechokwadi ubiquitous uye yakagoverwa AI, kushoma kutsamira pamasevhisi ari kure uye zvakanyanya kuchinjika kune chaiyo zvinodiwa zvemutengi wega wega.
Madiki modhi, kuendesa kunze kwenyika, uye edge ekushandisa makesi
Imwe yembiru dzehurukuro yaMistral ndeyekuti Mazhinji-chaiwo-enyika maapplication haadi iyo yakakura kwazvo modhi.asi iyo inonyatsoenderana nekesi yekushandisa uye inogona kurongeka ne data chaiyo. Ndipo panopinda mamodheru mapfumbamwe ari munhevedzano. Ministerial 3gobvu, kuita kwepamusoro, uye kunowanikwa muhukuru hwakasiyana uye akasiyana kuti aenderane nemutengo, kumhanya, kana kugona zvinodiwa.
Aya mamodheru akagadzirirwa kushanda mukati GPU imwe chete kana kunyange pane zvine mwero HardwareIzvi zvinobvumira kuiswa kwenzvimbo pamaseva e-mumba, malaptop, marobhoti emaindasitiri, kana zvishandiso zvinoshanda munzvimbo dziri kure. Kune makambani anobata ruzivo rwakadzama - kubva kuvagadziri kuenda kumasangano emari kana masangano ehurumende - kugona kumhanyisa AI mukati mezvivakwa zvavo, pasina kutumira data kune gore, mukana wakakura.
Iyo kambani inotaura mienzaniso yakadai se Marobhoti efekitari anoongorora sensor data munguva chaiyo pasina chinongedzo cheinternet, ma drones ekukurumidzira nekununura, mota dzine vabatsiri veAI vanoshanda zvizere munzvimbo dzisina kuvharwa. kana maturusi ekudzidzisa anopa rubatsiro pasina Indaneti kuvadzidzi. Nekugadzirisa iyo data zvakananga pane mudziyo, iyo kuvanzika uye kutonga kweruzivo yevashandisi.
Lample anosimbirira kuti kuwanikwa chikamu chepakati cheMistral mishoni: kune Mabhirioni avanhu vane nharembozha kana malaptop asi vasina kuvimbika kweinternetiyo inogona kubatsirwa kubva kumamodhi anokwanisa kumhanya munharaunda. Nenzira iyi, kambani iri kuyedza kubvisa pfungwa yekuti AI yepamusoro inofanirwa kugara yakasungirirwa kune makuru data data inodzorwa neboka diki remakambani.
Mukufanana, Mistral yatanga kushanda nevadyidzani vekunze munzvimbo inozivikanwa se Yenyama AIPakati pekubatana kwakataurwa iSingapore yeHTX sainzi uye tekinoroji agency yemarobhoti, cybersecurity, uye masisitimu ekudzivirira moto; uye German Helsing, yakanangana nekudzivirira, ine maonero-mutauro-maitiro emhando ye drones; uye vagadziri vemotokari vachitsvaga AI vabatsiri mune kabhini inoshanda zvakanyanya uye inodzoreka.
Mhedzisiro muEurope: hutongi hwedhijitari uye yeruzhinji-yakavanzika ecosystem
Kupfuura zvinhu zvehunyanzvi, Mistral yave bhenji mukupokana pa Digital changamire muEuropeKunyangwe iyo kambani ichizvitsanangura se "transatlantic kubatana" -nezvikwata uye kudzidziswa kwemuenzaniso kwakapararira pakati peEurope neUnited States-, kuzvipira kwayo kuvhura mamodheru nerutsigiro rwakasimba rwemitauro yeEurope yakagamuchirwa zvakanaka nemasangano eruzhinji mukondinendi.
Iyo kambani yakavhara madhiri ne mauto eFrance, bazi reFrance rinopa vanhu mabasa, hurumende yeLuxembourg, nemamwe masangano emuEurope inofarira kuendesa AI pasi pemaitiro akasimba ekudzora uye kuchengetedza kutonga kwedata mukati meEU. Mukufanana, European Commission yakaratidza a zano rekusimudzira maturusi eEuropean AI izvo zvinosimbisa kukwikwidza kwemaindasitiri pasina kupa kuchengetedzwa uye kusimba.
Iyo geopolitical mamiriro arikusundidzira dunhu kuti riite. Zvinozivikanwa kuti Europe yakawira kumashure kweUnited States neChina Munhangemutange yemamodeli echizvarwa chinotevera, nepo munyika dzakaita seChina dzakavhurika dzimwe nzira dzakaita seDeepSeek, Alibaba, uye Kimi dziri kubuda uye dzichitanga kukwikwidzana nemhinduro dzakaita seChatGPT mune mamwe mabasa, Mistral iri kuyedza kuzadza chikamu chegeji iro nemamodhi akavhurika, anochinja-chinja anoenderana neEuropean regulatory zvinodiwa.
Nezvemari, kutanga kwakakwira kumativi ose mabhiriyoni maviri nehafu emadhora uye yafamba mukati mevaluations pedyo mabhiriyoni maviri nehafuHuwandu uhu hwakadzikira zvakanyanya kupfuura hwehofori dzakaita seOpenAI kana Anthropic, asi dzakakosha kuEuropean ecosystem. Chikamu chikuru chebhizinesi modhi chinosanganisira kupa, kunze kwehuremu hwakavhurika, customization masevhisi, maturusi ekutumira, uye zvigadzirwa zvebhizinesi senge Mistral Agents API kana Le Chat suite ine kubatanidzwa kwemakambani.
Mamiriro acho akajeka: kuva a mupi weakavhurika uye anochinjika AI zvivakwa iyo inobvumira makambani eEurope (nemamwe matunhu) kuti atange asina kutsamira zvakakwana pamapuratifomu eUS, uku achichengetedza humwe hutongi hwekuti mamodheru anofambiswa kupi uye sei, uye kufambisa kubatanidzwa nemidziyo yakatoitwa mumasisitimu avo.
Gakava pamusoro pekubuda pachena uye matambudziko akamirira
Pasinei nekufarira kuri kuita Mistral 3 muchikamu chenharaunda tekinoroji, hapana kushomeka kwemanzwi akakosha mubvunzo iwoyo. kuti mienzaniso iyi inogona kufungwa zvakadini "Open source"Iyo kambani yakasarudza nzira kuvhura uremuInoburitsa huremu hwekushandisa uye kuchinjika, asi kwete hazvo ruzivo rwese nezve data rekudzidziswa uye maitiro emukati anodiwa kuburitsa modhi kubva kutanga.
Vatsvagiri vakaita se Andreas Liesenfeld, muvambi weEuropean Open Source AI Index, Ivo vanonongedza kuti iyo hombe bhodhoro yeAI muEurope haisi yekungowana mamodheru, asi kuti data yakakura yekudzidziswaKubva pamaonero iwayo, Mistral 3 inobatsira kunatsiridza huwandu hwemhando dzinoshandiswaNekudaro, hazvigadzirise zvizere dambudziko riripo reEuropean ecosystem inoramba ichinetseka kugadzira uye kugovera emhando yepamusoro datasets.
Mistral pachayo inobvuma kuti yayo yakavhurika-hurongwa mamodheru "ishoma kumashure" iyo yakanyanya kuvharika mhinduro, asi. Anosimbirira kuti gwanza riri kupera nokukurumidza. uye kuti chinhu chakakosha ndechekuti chiyero chemari-bhenefitKana modhi ine simba shoma shoma inogona kuiswa nemutengo wakaderera, yakanyatso kurongeka kune rimwe basa, uye kumhanya pedyo nemushandisi, Izvi zvinogona kunge zvichinyanya kunakidza kumakambani mazhinji pane yemhando yepamusoro iyo inogona kuwanikwa chete kuburikidza nekure API.
Kunyange zvakadaro, matambudziko anoramba aripo: kubva ku makwikwi enyika dzakawanda Izvi zvinowedzera kudikanwa kwekuvimbisa chengetedzo, kuteedzera, uye kutevedza kwemitemo mumamiriro ezvinhu akadai sehutano, mari, uye hurumende. Huyero pakati pekuvhurika, kutonga, uye mutoro ucharamba uchitungamira Mistral nevamwe vatambi vekuEurope mumakore anotevera.
Kutangwa kwe Mistral 3 Iyo inosimbisa iyo pfungwa yekuti yekucheka-kumucheto AI haifanirwe kungogumira kune hofori, yakavharwa modhi.uye inopa Europe - uye chero sangano rinokoshesa hutongi hwetekinoroji - palette yezvishandiso zvakavhurika zvinosanganisa multimodal frontier modhi nemhando yemhando dzakareruka dzinokwanisa kushanda kumucheto, kunze kwenyika, uye nedanho rekugadzirisa rakaoma kuenzanisa nemapuratifomu akasarudzika.
Ini ndiri anofarira tekinoroji akashandura zvaanofarira zve "geek" kuita basa. Ndapedza makore anopfuura gumi ehupenyu hwangu ndichishandisa tekinoroji yekucheka-kumucheto uye kutamba nemhando dzese dzezvirongwa kunze kwekuda kuziva. Iye zvino ndava nyanzvi mune zvekombiyuta uye mitambo yemavhidhiyo. Izvi zvinodaro nekuti kweanopfuura makore 10 ndanga ndichishanda kunyora kune akasiyana mawebhusaiti pane tekinoroji nemitambo yemavhidhiyo, ndichigadzira zvinyorwa zvinotsvaga kukupa ruzivo rwaunoda mumutauro unonzwisisika nemunhu wese.
Kana iwe uine chero mibvunzo, ruzivo rwangu rwunobva kune zvese zvine chekuita neWindows inoshanda sisitimu pamwe ne Android yenharembozha. Uye kuzvipira kwangu kuri kwauri, ndinogara ndakagadzirira kushandisa maminetsi mashoma uye kukubatsira kugadzirisa chero mibvunzo yaungave unayo munyika ino yeinternet.