{"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\/da\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/","title":{"rendered":"Open source-startup Mistral AI sikrer sig $415 mio. i finansiering"},"content":{"rendered":"

Mistral AI er en fransk AI-startup, som tr\u00e6kker overskrifter med sine lette open source-modeller. Sammen med opm\u00e6rksomheden kom en ny portion finansiering, da den sikrede sig investeringer p\u00e5 385 mio. euro, eller $414 mio. euro, i denne uge.<\/strong><\/p>\n

Virksomhedens anden finansieringsrunde blev ledet af venturekapitalfirmaerne Andreessen Horowitz og Lightspeed Venture Partners.<\/p>\n

Diskussionen om open source-modeller versus propriet\u00e6re modeller er i gang, og Mistral AI st\u00e5r fast p\u00e5 open source-siden.<\/p>\n

Virksomheder som OpenAI har v\u00e6ret kritiseret for deres skr\u00e6mmekampagne<\/a> over sikkerheden ved open source-modeller, og mange siger, at det er et tilf\u00e6lde, hvor Big Tech fors\u00f8ger at bevare sit hegemoni.<\/p>\n

Mistral AI siger, at ved at tr\u00e6ne sine egne modeller \"frigive dem \u00e5bent og fremme bidrag fra samfundet, kan vi opbygge et trov\u00e6rdigt alternativ til det nye AI-oligopol. Generative modeller med \u00e5ben v\u00e6gt vil spille en central rolle i den kommende AI-revolution.\"<\/p>\n

Flere store investorer har bekr\u00e6ftet deres tillid til denne strategi. Med den finansiering, Mistral AI sikrede sig i denne uge, er virksomheden vurderet til $2 milliarder. Det er en 7x stigning i v\u00e6rdians\u00e6ttelsen i de seks m\u00e5neder, der er g\u00e5et, siden virksomheden blev lanceret.<\/p>\n

Mixtral 8x7B<\/h2>\n

I september udkom Mistral 7B, Mistral AI's lille, men kraftfulde LLM, der slog eller matchede st\u00f8rre open source-modeller som Meta's Llama 2 34B<\/a>.<\/p>\n

OpenAI's propriet\u00e6re GPT-modeller anses med rette for at v\u00e6re guldstandarden, n\u00e5r man sammenligner modellers ydeevne. Med Mistral AI's nye model, Mixtral 8x7B<\/a>har virksomheden sikret sig en betydelig ret til at prale i denne henseende.<\/p>\n

Mixtral 8x7B er en sparsom blanding af eksperter<\/a> model med et 32k kontekstvindue. Her kan du se, hvordan den klarede sig i benchmarktests sammenlignet med Llama 2 og GPT-3.5.<\/p>\n

\"\"
Mixtral 8x7B vs Llama2 og GPT-3.5 benchmark-testresultater. Kilde: Mistral AI<\/figcaption><\/figure>\n

Benchmark-testene er en god m\u00e5de at f\u00e5 en id\u00e9 om, hvor god en model er til at udf\u00f8re forskellige funktioner. Testene ovenfor var:<\/p>\n

    \n
  • MMLU (MCQ i 57 fag): St\u00e5r for Multiple-choice Questions i 57 fag.<\/li>\n
  • HellaSwag (10-skud): Evaluerer AI'ens evne til at forudsige afslutningen p\u00e5 et scenarie efter at have f\u00e5et 10 eksempler.<\/li>\n
  • ARC Challenge (25 skud): Tester AI'ens forst\u00e5else af videnskabelige begreber og r\u00e6sonnementer efter at have f\u00e5et 25 eksempler, som den kan l\u00e6re af, f\u00f8r den testes.<\/li>\n
  • WinoGrande (5 skud): Tester sund fornuft baseret p\u00e5 at l\u00f8se tvetydigheder i s\u00e6tninger med 5 eksempler, som AI'en kan l\u00e6re af.<\/li>\n
  • MBPP (pass@1): Tester en AI-models evne til at generere korrekte Python-kodestykker. Metrikken pass@1 m\u00e5ler procentdelen af problemer, hvor modellens f\u00f8rste f\u00e6rdigg\u00f8relse var korrekt.<\/li>\n
  • GSM-8K (5 skud): Grade School Math 8K-benchmarket tester en AI's evne til at l\u00f8se matematiske ordproblemer p\u00e5 det niveau, der forventes i folkeskolen, efter at have f\u00e5et 5 eksempler.<\/li>\n
  • MT Bench (for instruktionsmodeller): Machine Translation Benchmark for Instruct Models m\u00e5ler, hvor godt en AI kan f\u00f8lge instruktioner i forbindelse med overs\u00e6ttelsesopgaver.<\/li>\n<\/ul>\n

    Hvad der er endnu mere imponerende end resultaterne af benchmarktesten er, hvor lille og effektiv Mixtral 8x7B er. Du kan k\u00f8re denne model lokalt p\u00e5 en anst\u00e6ndig b\u00e6rbar computer med omkring 32 GB RAM.<\/p>\n

    Med mange flere penge til r\u00e5dighed kan vi forvente en sp\u00e6ndende udvikling fra Mistral AI.<\/p>","protected":false},"excerpt":{"rendered":"

    Mistral AI er en fransk AI-startup, som tr\u00e6kker overskrifter med sine lette open source-modeller. Sammen med opm\u00e6rksomheden kom en ny omgang finansiering, da den sikrede sig investeringer p\u00e5 385 mio. euro, eller $414 mio. euro, i denne uge. Virksomhedens anden finansieringsrunde blev ledet af venturekapitalfirmaerne Andreessen Horowitz og Lightspeed Venture Partners. Diskussionen om open source-modeller versus propriet\u00e6re modeller er i gang, og Mistral AI er helt klart p\u00e5 open source-siden. Virksomheder som OpenAI er blevet kritiseret for deres frygt for sikkerheden ved open source-modeller, og mange siger, at det er et tilf\u00e6lde, hvor Big Tech fors\u00f8ger at fastholde<\/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\/da\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\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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