{"id":8187,"date":"2023-12-11T15:03:06","date_gmt":"2023-12-11T15:03:06","guid":{"rendered":"https:\/\/dailyai.com\/?p=8187"},"modified":"2023-12-13T04:07:31","modified_gmt":"2023-12-13T04:07:31","slug":"open-source-startup-mistral-ai-secures-415m-in-funding","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/","title":{"rendered":"Open source-startupen Mistral AI s\u00e4krar $415M i finansiering"},"content":{"rendered":"

Mistral AI \u00e4r ett franskt AI-startup som skapar rubriker med sina l\u00e4ttviktiga modeller med \u00f6ppen k\u00e4llkod. Tillsammans med uppm\u00e4rksamheten kom en ny finansieringssatsning n\u00e4r den s\u00e4krade investeringar p\u00e5 385 miljoner euro, eller $414 miljoner, den h\u00e4r veckan.<\/strong><\/p>\n

Bolagets andra finansieringsrunda leddes av riskkapitalbolagen Andreessen Horowitz och Lightspeed Venture Partners.<\/p>\n

Diskussionen om modeller med \u00f6ppen k\u00e4llkod kontra propriet\u00e4ra modeller p\u00e5g\u00e5r st\u00e4ndigt och Mistral AI st\u00e5r fast p\u00e5 den \u00f6ppna k\u00e4llkodssidan.<\/p>\n

F\u00f6retag som OpenAI har varit kritiserade f\u00f6r sin skr\u00e4mselpropaganda<\/a> om s\u00e4kerheten i modeller med \u00f6ppen k\u00e4llkod, och m\u00e5nga menar att det handlar om att Big Tech f\u00f6rs\u00f6ker beh\u00e5lla sin hegemoni.<\/p>\n

Mistral AI s\u00e4ger att genom att tr\u00e4na sina egna modeller \"sl\u00e4ppa dem \u00f6ppet och fr\u00e4mja bidrag fr\u00e5n samh\u00e4llet kan vi bygga ett trov\u00e4rdigt alternativ till det framv\u00e4xande AI-oligopolet. Generativa modeller med \u00f6ppen vikt kommer att spela en central roll i den kommande AI-revolutionen.\"<\/p>\n

Flera stora investerare bekr\u00e4ftade sitt f\u00f6rtroende f\u00f6r denna strategi. Den finansiering Mistral AI s\u00e4krade i veckan har f\u00f6retaget v\u00e4rderat till $2 miljarder. Det \u00e4r en 7-faldig \u00f6kning av v\u00e4rderingen under de sex m\u00e5nader som g\u00e5tt sedan f\u00f6retaget lanserades.<\/p>\n

Mixtral 8x7B<\/h2>\n

I september sl\u00e4pptes Mistral 7B, Mistral AI:s lilla men kraftfulla LLM som slog eller matchade st\u00f6rre modeller med \u00f6ppen k\u00e4llkod som Meta's Llama 2 34B<\/a>.<\/p>\n

OpenAI:s egenutvecklade GPT-modeller anses med r\u00e4tta vara guldstandarden n\u00e4r man j\u00e4mf\u00f6r modellprestanda. Med Mistral AI:s nya modell, Mixtral 8x7B<\/a>har f\u00f6retaget s\u00e4krat betydande r\u00e4ttigheter i detta avseende.<\/p>\n

Mixtral 8x7B \u00e4r en gles Blandning-av-experter<\/a> modell med ett 32k kontextf\u00f6nster. H\u00e4r \u00e4r hur den presterade i benchmarktester j\u00e4mf\u00f6rt med Llama 2 och GPT-3.5.<\/p>\n

\"\"
Testresultat f\u00f6r Mixtral 8x7B j\u00e4mf\u00f6rt med Llama2 och GPT-3.5 K\u00e4lla: Mistral AI Mistral AI<\/figcaption><\/figure>\n

Benchmarktesterna \u00e4r ett bra s\u00e4tt att f\u00e5 en uppfattning om hur bra en modell \u00e4r p\u00e5 att utf\u00f6ra olika funktioner. Testerna ovan var:<\/p>\n

    \n
  • MMLU (MCQ i 57 \u00e4mnen): St\u00e5r f\u00f6r flervalsfr\u00e5gor i 57 \u00e4mnen.<\/li>\n
  • HellaSwag (10-skott): Utv\u00e4rderar AI:ns f\u00f6rm\u00e5ga att f\u00f6rutse slutet p\u00e5 ett scenario efter att ha f\u00e5tt 10 exempel.<\/li>\n
  • ARC-utmaning (25 skott): Testar AI:ns f\u00f6rst\u00e5else f\u00f6r vetenskapliga begrepp och resonemang efter att ha f\u00e5tt 25 exempel att l\u00e4ra sig av innan den testas.<\/li>\n
  • WinoGrande (5 skott): Testar resonemang med sunt f\u00f6rnuft baserat p\u00e5 att l\u00f6sa tvetydigheter i meningar, med 5 exempel som AI:n kan l\u00e4ra sig av.<\/li>\n
  • MBPP (godk\u00e4nd@1): Testar en AI-modells f\u00f6rm\u00e5ga att generera korrekta Python-kodsnuttar. M\u00e5ttet pass@1 m\u00e4ter procentandelen problem d\u00e4r modellens f\u00f6rsta avslutning var korrekt.<\/li>\n
  • GSM-8K (5 bilder): Benchmarket Grade School Math 8K testar en AI:s f\u00f6rm\u00e5ga att l\u00f6sa matematiska ordproblem p\u00e5 den niv\u00e5 som f\u00f6rv\u00e4ntas i grundskolan efter att ha f\u00e5tt 5 exempel.<\/li>\n
  • MT Bench (f\u00f6r instruktionsmodeller): Machine Translation Benchmark for Instruct Models m\u00e4ter hur v\u00e4l en AI kan f\u00f6lja instruktioner i samband med \u00f6vers\u00e4ttningsuppgifter.<\/li>\n<\/ul>\n

    Det som \u00e4r \u00e4nnu mer imponerande \u00e4n resultaten fr\u00e5n benchmarktesterna \u00e4r hur liten och effektiv Mixtral 8x7B \u00e4r. Du kan k\u00f6ra den h\u00e4r modellen lokalt p\u00e5 en hyfsad b\u00e4rbar dator med cirka 32 GB RAM.<\/p>\n

    Med mycket mer pengar till sitt f\u00f6rfogande kan vi f\u00f6rv\u00e4nta oss en del sp\u00e4nnande utveckling fr\u00e5n Mistral AI.<\/p>","protected":false},"excerpt":{"rendered":"

    Mistral AI \u00e4r ett franskt AI-startup som skapar rubriker med sina l\u00e4ttviktiga modeller med \u00f6ppen k\u00e4llkod. Tillsammans med uppm\u00e4rksamheten kom en ny finansieringssatsning n\u00e4r den s\u00e4krade investeringar p\u00e5 385 miljoner euro, eller $414 miljoner, den h\u00e4r veckan. F\u00f6retagets andra finansieringsrunda leddes av riskkapitalbolagen Andreessen Horowitz och Lightspeed Venture Partners. Diskussionen om modeller med \u00f6ppen k\u00e4llkod kontra propriet\u00e4ra modeller \u00e4r st\u00e4ndigt aktuell och Mistral AI st\u00e5r helt p\u00e5 den \u00f6ppna k\u00e4llkodssidan. F\u00f6retag som OpenAI har kritiserats f\u00f6r sin skr\u00e4mselpropaganda om s\u00e4kerheten f\u00f6r modeller med \u00f6ppen k\u00e4llkod, och m\u00e5nga s\u00e4ger att det \u00e4r ett fall av Big Tech som f\u00f6rs\u00f6ker beh\u00e5lla<\/p>","protected":false},"author":6,"featured_media":8208,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[99,118,496],"class_list":["post-8187","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-race","tag-llms","tag-mistral"],"yoast_head":"\nOpen-source startup Mistral AI secures $415M in funding | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Open-source startup Mistral AI secures $415M in funding | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Mistral AI is a French AI startup that is grabbing headlines with its lightweight open-source models. Along with the attention came a new batch of funding as it secured investments of \u20ac385m, or $414m, this week. The company\u2019s second round of funding was led by venture capital firms Andreessen Horowitz and Lightspeed Venture Partners. The argument over open-source models versus proprietary ones is ongoing and Mistral AI is firmly on the open-source side. 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