{"id":164959,"date":"2026-03-17T11:12:00","date_gmt":"2026-03-17T09:12:00","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/mistral-opublikoval-leanstral-ai-model-dlya-vajb-kodinga-s-formalnoj-verifikacziej"},"modified":"2026-03-17T11:12:00","modified_gmt":"2026-03-17T09:12:00","slug":"mistral-opublikoval-leanstral-ai-model-dlya-vajb-kodinga-s-formalnoj-verifikacziej","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/mistral-opublikoval-leanstral-ai-model-dlya-vajb-kodinga-s-formalnoj-verifikacziej","title":{"rendered":"Mistral publikoi Leanstral, nj\u00eb model AI p\u00ebr kodimin e vibrave me verifikim formal","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Kompania Mistral AI ka prezantuar modelin e madh gjuh\u00ebsor Devstral, i orientuar p\u00ebr p\u00ebrdorim n\u00eb zhvillimin e aplikacioneve (vibe-coding) dhe i optimizuar p\u00ebr verifikimin formal t\u00eb kodit. Pritet q\u00eb Devstral t\u00eb p\u00ebrdoret p\u00ebr t\u00eb krijuar asistent\u00eb AI q\u00eb jo vet\u00ebm gjenerojn\u00eb kod, por gjithashtu garantojn\u00eb munges\u00ebn e gabimeve n\u00eb t\u00eb. <\/p>\n

Devstral \u00ebsht\u00eb modeli i par\u00eb open-source q\u00eb mb\u00ebshtet gjuh\u00ebn programuese Lean 4 dhe mjetet e lidhura p\u00ebr verifikimin e provave matematikore. Lean 4 ofron mund\u00ebsi p\u00ebr prova matematikore t\u00eb sakt\u00ebsis\u00eb s\u00eb kodit dhe p\u00ebrputhshm\u00ebris\u00eb me specifikimin, gj\u00eb q\u00eb n\u00eb kontekstin e vibe-coding lejon t\u00eb konfirmohet se kodi i gjeneruar nga modeli AI b\u00ebn pik\u00ebrisht at\u00eb q\u00eb \u00ebsht\u00eb planifikuar. <\/p>\n

Modeli p\u00ebrfshin 119 miliard\u00eb parametra (6.5 miliard\u00eb parametra aktivizues p\u00ebr token), merr parasysh kontekstin p\u00ebr 256 mij\u00eb token dhe \u00ebsht\u00eb publikuar n\u00ebn licenc\u00ebn Apache 2.0. Arkivi i shkarkuesh\u00ebm me Leanstral peshoj 121 GB dhe \u00ebsht\u00eb i p\u00ebrshtatsh\u00ebm p\u00ebr p\u00ebrdorim n\u00eb sisteme lokale. P\u00ebr ekzekutimin lokal mund t\u00eb p\u00ebrdoren bibliotekat vllm, transformers dhe SGLang. <\/p>\n

Nd\u00ebr t\u00eb tjera, modeli mund t\u00eb aplikoj\u00eb p\u00ebr zhvillimin e vibra n\u00eb agjentin e hapur mistral-vibe, si dhe t\u00eb integrohet me mjetet Aeneas p\u00ebr verifikimin e kodit n\u00eb gjuh\u00ebn Rust. Si parametra hyr\u00ebs pranohet teksti dhe imazhet, nd\u00ebrsa rezultati jep vet\u00ebm tekst. Mb\u00ebshtetet analiza e p\u00ebrmbajtjes s\u00eb imazheve. <\/p>\n

P\u00ebr t\u00eb vler\u00ebsuar mund\u00ebsit\u00eb e modeleve AI n\u00eb marr\u00ebveshje me cil\u00ebsin\u00eb e verifikimit formal t\u00eb kodit dhe shkrimit t\u00eb provave matematike, \u00ebsht\u00eb krijuar nj\u00eb grup i ri testesh FLTEval. N\u00eb testet e realizuara, modeli Leanstral e kaloi ndjesh\u00ebm modelet ekzistente t\u00eb hapura Qwen3.5 397B-A17B, Kimi-K2.5 1T-A32B dhe GLM5 744B-A40B, duke treguar rezultate t\u00eb ngjashme me modelet Claude Haiku 4.5 dhe Claude Sonnet 4.6 nga kompania Anthropic, por mbeti pas modelit Claude Opus 4.6. Sakt\u00ebsisht, modeli Opus arriti 39.6 pik\u00eb, nd\u00ebrsa Leanstral, 21.9 n\u00eb nj\u00eb kalim dhe 31.9 n\u00eb 16 kalime. Nd\u00ebrkoh\u00eb, kostot e p\u00ebrdorimit t\u00eb Opus ishin 1650 dollar\u00eb, kurse Leanstral 18 dollar\u00eb n\u00eb nj\u00eb kalim dhe 290 dollar\u00eb n\u00eb 16 kalime. Modeli Haiku arriti 23 pik\u00eb me shpenzime 184 dollar\u00eb, nd\u00ebrsa modeli Sonnet - 23.7 me shpenzime 549 dollar\u00eb.

\"Mistral<\/center>
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Mistral AI \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u0431\u043e\u043b\u044c\u0448\u0443\u044e \u044f\u0437\u044b\u043a\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c Devstral, \u043d\u0430\u0446\u0435\u043b\u0435\u043d\u043d\u0443\u044e \u043d\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 (\u0432\u0430\u0439\u0431-\u043a\u043e\u0434\u0438\u043d\u0433\u0430) \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0434\u043b\u044f \u0444\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043a\u043e\u0434\u0430. \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e Devstral \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043e\u0432, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0445 \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434, \u043d\u043e \u0438 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0432 \u043d\u0451\u043c \u043e\u0448\u0438\u0431\u043e\u043a. Devstral \u0441\u0442\u0430\u043b\u0430 \u043f\u0435\u0440\u0432\u043e\u0439 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u044e, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0435\u0439 \u044f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Lean 4 \u0438 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0439 \u0441 \u043d\u0438\u043c […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":164960,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-164959","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Mistral publikoi Leanstral, model AI p\u00ebr codimin e vibes me verifikim formal | ProHoster","description":"Kompania Mistral AI ka prezantuar nj\u00eb model t\u00eb madh gjuh\u00ebsor, Devstral, i destinuar p\u00ebr zhvillimin e aplikacioneve (codimi i vibes) dhe optimizuar p\u00ebr verifikimin formal t\u00eb kodit. Pritet q\u00eb Devstral t\u00eb p\u00ebrdoret p\u00ebr krijimin e asistenteve AI, t\u00eb cil\u00ebt jo vet\u00ebm q\u00eb gjenerojn\u00eb kod, por gjithashtu garantojn\u00eb q\u00eb nuk ka gabime n\u00eb t\u00eb. Devstral \u00ebsht\u00eb b\u00ebr\u00eb modeli i par\u00eb publik q\u00eb mb\u00ebshtet gjuh\u00ebn e programimit Lean 4 dhe t\u00eb lidhurat.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/mistral-opublikoval-leanstral-ai-model-dlya-vajb-kodinga-s-formalnoj-verifikacziej","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47Mistral \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b Leanstral, AI-\u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0432\u0430\u0439\u0431-\u043a\u043e\u0434\u0438\u043d\u0433\u0430 \u0441 \u0444\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0435\u0439 | ProHoster","og:description":"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Mistral AI \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u0431\u043e\u043b\u044c\u0448\u0443\u044e \u044f\u0437\u044b\u043a\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c Devstral, \u043d\u0430\u0446\u0435\u043b\u0435\u043d\u043d\u0443\u044e \u043d\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 (\u0432\u0430\u0439\u0431-\u043a\u043e\u0434\u0438\u043d\u0433\u0430) \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0434\u043b\u044f \u0444\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043a\u043e\u0434\u0430. \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e Devstral \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043e\u0432, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0445 \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434, \u043d\u043e \u0438 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0432 \u043d\u0451\u043c \u043e\u0448\u0438\u0431\u043e\u043a. 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