{"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\/fr\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/","title":{"rendered":"La startup open-source Mistral AI obtient un financement de $415M"},"content":{"rendered":"

Mistral AI est une startup fran\u00e7aise sp\u00e9cialis\u00e9e dans l'IA qui fait parler d'elle gr\u00e2ce \u00e0 ses mod\u00e8les l\u00e9gers \u00e0 code source ouvert. Cette attention s'est accompagn\u00e9e d'un nouveau lot de financement, avec des investissements de 385 millions d'euros, soit $414 millions d'euros, cette semaine.<\/strong><\/p>\n

Le deuxi\u00e8me cycle de financement de la soci\u00e9t\u00e9 a \u00e9t\u00e9 men\u00e9 par les soci\u00e9t\u00e9s de capital-risque Andreessen Horowitz et Lightspeed Venture Partners.<\/p>\n

Le d\u00e9bat sur les mod\u00e8les \u00e0 code source ouvert par rapport aux mod\u00e8les propri\u00e9taires se poursuit et Mistral AI est r\u00e9solument du c\u00f4t\u00e9 du code source ouvert.<\/p>\n

Des entreprises comme OpenAI ont \u00e9t\u00e9 critiqu\u00e9s pour leurs propos alarmistes<\/a> sur la s\u00e9curit\u00e9 des mod\u00e8les \u00e0 code source ouvert, beaucoup estimant qu'il s'agit d'une tentative des grandes entreprises technologiques de conserver leur h\u00e9g\u00e9monie.<\/p>\n

Mistral AI affirme qu'en formant ses propres mod\u00e8les, \"en les publiant ouvertement et en encourageant les contributions de la communaut\u00e9, nous pouvons construire une alternative cr\u00e9dible \u00e0 l'oligopole \u00e9mergent de l'IA. Les mod\u00e8les g\u00e9n\u00e9ratifs \u00e0 poids ouvert joueront un r\u00f4le essentiel dans la prochaine r\u00e9volution de l'IA\".<\/p>\n

Plusieurs grands investisseurs ont confirm\u00e9 leur confiance dans cette strat\u00e9gie. Le financement obtenu par Mistral AI cette semaine valorise l'entreprise \u00e0 $2 milliards. L'\u00e9valuation a donc \u00e9t\u00e9 multipli\u00e9e par 7 au cours des six mois qui ont suivi le lancement de l'entreprise.<\/p>\n

Mixtral 8x7B<\/h2>\n

Le mois de septembre a vu la sortie de Mistral 7B, le petit mais puissant LLM de Mistral AI qui a battu ou \u00e9gal\u00e9 des mod\u00e8les open-source plus importants tels que Le lama de Meta 2 34B<\/a>.<\/p>\n

Les mod\u00e8les propri\u00e9taires GPT d'OpenAI sont \u00e0 juste titre consid\u00e9r\u00e9s comme la r\u00e9f\u00e9rence en mati\u00e8re de comparaison des performances des mod\u00e8les. Avec le nouveau mod\u00e8le de Mistral AI, Mixtral 8x7B<\/a>L'entreprise s'est donc assur\u00e9 des droits de vantardise importants \u00e0 cet \u00e9gard.<\/p>\n

Mixtral 8x7B est un m\u00e9lange d'experts clairsem\u00e9<\/a> avec une fen\u00eatre contextuelle de 32k. Voici ses performances dans les tests de r\u00e9f\u00e9rence, compar\u00e9es \u00e0 celles de Llama 2 et de GPT-3.5.<\/p>\n

\"\"
Mixtral 8x7B vs Llama2 et GPT-3.5 r\u00e9sultats des tests de r\u00e9f\u00e9rence. Source : Mistral AI Mistral AI<\/figcaption><\/figure>\n

Les tests de r\u00e9f\u00e9rence sont un bon moyen de se faire une id\u00e9e de la capacit\u00e9 d'un mod\u00e8le \u00e0 remplir diff\u00e9rentes fonctions. Les tests ci-dessus \u00e9taient les suivants :<\/p>\n

    \n
  • MMLU (QCM dans 57 mati\u00e8res) : signifie Questions \u00e0 choix multiples dans 57 mati\u00e8res.<\/li>\n
  • HellaSwag (10 coups) : \u00c9value la capacit\u00e9 de l'IA \u00e0 pr\u00e9dire la fin d'un sc\u00e9nario \u00e0 partir de 10 exemples.<\/li>\n
  • ARC Challenge (25 coups) : Teste la compr\u00e9hension des concepts et du raisonnement scientifiques par l'IA apr\u00e8s avoir re\u00e7u 25 exemples \u00e0 apprendre avant d'\u00eatre test\u00e9e.<\/li>\n
  • WinoGrande (5 coups) : Teste le raisonnement de bon sens bas\u00e9 sur la r\u00e9solution d'ambigu\u00eft\u00e9s dans les phrases, avec 5 exemples permettant \u00e0 l'IA d'apprendre.<\/li>\n
  • MBPP (pass@1) : Teste la capacit\u00e9 d'un mod\u00e8le d'IA \u00e0 g\u00e9n\u00e9rer des extraits de code Python corrects. L'indicateur \"pass@1\" mesure le pourcentage de probl\u00e8mes pour lesquels la premi\u00e8re ex\u00e9cution du mod\u00e8le est correcte.<\/li>\n
  • GSM-8K (5 coups) : Le test de r\u00e9f\u00e9rence Grade School Math 8K \u00e9value la capacit\u00e9 d'une IA \u00e0 r\u00e9soudre des probl\u00e8mes math\u00e9matiques au niveau attendu \u00e0 l'\u00e9cole primaire, apr\u00e8s avoir re\u00e7u 5 exemples.<\/li>\n
  • MT Bench (pour les mod\u00e8les d'instruction) : Machine Translation Benchmark for Instruct Models mesure la capacit\u00e9 d'une IA \u00e0 suivre des instructions dans le cadre de t\u00e2ches de traduction.<\/li>\n<\/ul>\n

    Ce qui est encore plus impressionnant que les r\u00e9sultats des tests de r\u00e9f\u00e9rence, c'est la taille et l'efficacit\u00e9 de Mixtral 8x7B. Vous pourriez faire tourner ce mod\u00e8le localement sur un ordinateur portable d\u00e9cent dot\u00e9 d'environ 32 Go de RAM.<\/p>\n

    Avec beaucoup plus d'argent \u00e0 sa disposition, nous pouvons nous attendre \u00e0 des d\u00e9veloppements passionnants de la part de Mistral AI.<\/p>","protected":false},"excerpt":{"rendered":"

    Mistral AI est une startup fran\u00e7aise sp\u00e9cialis\u00e9e dans l'IA qui fait parler d'elle gr\u00e2ce \u00e0 ses mod\u00e8les l\u00e9gers \u00e0 code source ouvert. Cette attention s'est accompagn\u00e9e d'une nouvelle vague de financement, avec des investissements de 385 millions d'euros, soit $414 millions d'euros, cette semaine. Le deuxi\u00e8me tour de table de la soci\u00e9t\u00e9 a \u00e9t\u00e9 men\u00e9 par les soci\u00e9t\u00e9s de capital-risque Andreessen Horowitz et Lightspeed Venture Partners. Le d\u00e9bat sur les mod\u00e8les open-source par rapport aux mod\u00e8les propri\u00e9taires est permanent et Mistral AI est r\u00e9solument du c\u00f4t\u00e9 de l'open-source. Des entreprises comme OpenAI ont \u00e9t\u00e9 critiqu\u00e9es pour leur discours alarmiste sur la s\u00e9curit\u00e9 des mod\u00e8les \u00e0 code source ouvert, beaucoup estimant qu'il s'agit d'un cas o\u00f9 les grandes entreprises technologiques tentent de conserver leur ind\u00e9pendance.<\/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\/fr\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\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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