{"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\/it\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/","title":{"rendered":"La startup open-source Mistral AI si \u00e8 assicurata un finanziamento di $415M"},"content":{"rendered":"

Mistral AI \u00e8 una startup francese che sta conquistando le prime pagine dei giornali con i suoi modelli open-source leggeri. Insieme all'attenzione \u00e8 arrivata una nuova tranche di finanziamenti: questa settimana si \u00e8 assicurata investimenti per 385 milioni di euro, pari a $414 milioni di euro.<\/strong><\/p>\n

Il secondo round di finanziamento dell'azienda \u00e8 stato guidato dalle societ\u00e0 di venture capital Andreessen Horowitz e Lightspeed Venture Partners.<\/p>\n

La discussione sui modelli open-source rispetto a quelli proprietari \u00e8 in corso e Mistral AI \u00e8 decisamente dalla parte dell'open-source.<\/p>\n

Aziende come OpenAI sono state criticati per la loro paura<\/a> sulla sicurezza dei modelli open-source e molti sostengono che si tratti di un caso di Big Tech che cerca di mantenere la propria egemonia.<\/p>\n

Mistral AI afferma che, formando i propri modelli, \"rilasciandoli apertamente e promuovendo i contributi della comunit\u00e0, possiamo costruire un'alternativa credibile all'emergente oligopolio dell'IA. I modelli generativi a peso aperto giocheranno un ruolo fondamentale nell'imminente rivoluzione dell'IA\".<\/p>\n

Diversi grandi investitori hanno confermato la loro fiducia in questa strategia. Il finanziamento che Mistral AI si \u00e8 assicurata questa settimana fa s\u00ec che la societ\u00e0 sia valutata $2 miliardi. Si tratta di un aumento di 7 volte della valutazione nei sei mesi successivi al lancio dell'azienda.<\/p>\n

Mixtral 8x7B<\/h2>\n

A settembre \u00e8 stato rilasciato Mistral 7B, il piccolo ma potente LLM di Mistral AI che ha battuto o eguagliato i modelli open-source pi\u00f9 grandi come Lama di Meta 2 34B<\/a>.<\/p>\n

I modelli proprietari GPT di OpenAI sono giustamente considerati il gold standard per il confronto delle prestazioni dei modelli. Con il nuovo modello di Mistral AI, Mixtral 8x7B<\/a>L'azienda si \u00e8 assicurata un significativo diritto di vanto a questo proposito.<\/p>\n

Mixtral 8x7B \u00e8 un Miscela rada di esperti<\/a> con una finestra di contesto di 32k. Ecco come si \u00e8 comportata nei test di benchmark rispetto a Llama 2 e GPT-3.5.<\/p>\n

\"\"
Risultati dei test di benchmark Mixtral 8x7B vs Llama2 e GPT-3.5. Fonte: Mistral AI<\/figcaption><\/figure>\n

I test di benchmark sono un buon modo per farsi un'idea della capacit\u00e0 di un modello di svolgere diverse funzioni. I test di cui sopra sono stati:<\/p>\n

    \n
  • MMLU (MCQ in 57 materie): Sta per Domande a scelta multipla in 57 materie.<\/li>\n
  • HellaSwag (10 colpi): Valuta la capacit\u00e0 dell'IA di prevedere la fine di uno scenario dopo aver ricevuto 10 esempi.<\/li>\n
  • ARC Challenge (25 colpi): Mette alla prova la comprensione di concetti e ragionamenti scientifici da parte dell'IA, dopo averle fornito 25 esempi da cui imparare prima di essere messa alla prova.<\/li>\n
  • WinoGrande (5 colpi): Prova il ragionamento di buon senso basato sulla risoluzione di ambiguit\u00e0 nelle frasi, con 5 esempi da cui l'intelligenza artificiale pu\u00f2 imparare.<\/li>\n
  • MBPP (pass@1): Verifica la capacit\u00e0 di un modello di intelligenza artificiale di generare snippet di codice Python corretti. La metrica pass@1 misura la percentuale di problemi in cui il primo completamento del modello \u00e8 stato corretto.<\/li>\n
  • GSM-8K (5 colpi): Il benchmark Grade School Math 8K verifica la capacit\u00e0 di un'intelligenza artificiale di risolvere problemi di matematica al livello previsto per la scuola elementare, dopo che le sono stati forniti 5 esempi.<\/li>\n
  • MT Bench (per modelli istruttivi): Machine Translation Benchmark for Instruct Models misura la capacit\u00e0 di un'intelligenza artificiale di seguire le istruzioni nel contesto dei compiti di traduzione.<\/li>\n<\/ul>\n

    Ci\u00f2 che \u00e8 ancora pi\u00f9 impressionante dei risultati dei test di benchmark \u00e8 quanto Mixtral 8x7B sia piccolo ed efficiente. Questo modello potrebbe essere eseguito localmente su un laptop decente con circa 32 GB di RAM.<\/p>\n

    Con molti pi\u00f9 soldi a disposizione, possiamo aspettarci sviluppi interessanti da Mistral AI.<\/p>","protected":false},"excerpt":{"rendered":"

    Mistral AI \u00e8 una startup francese che sta conquistando le prime pagine dei giornali con i suoi modelli open-source leggeri. Insieme all'attenzione \u00e8 arrivata anche una nuova tranche di finanziamenti: questa settimana si \u00e8 assicurata investimenti per 385 milioni di euro, pari a $414 milioni di euro. Il secondo round di finanziamenti dell'azienda \u00e8 stato guidato dalle societ\u00e0 di venture capital Andreessen Horowitz e Lightspeed Venture Partners. La discussione sui modelli open-source rispetto a quelli proprietari \u00e8 in corso e Mistral AI \u00e8 decisamente dalla parte dell'open-source. Aziende come OpenAI sono state criticate per i loro timori sulla sicurezza dei modelli open-source e molti sostengono che si tratti di un caso di Big Tech che cerca di trattenere i propri clienti.<\/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\/it\/2023\/12\/open-source-startup-mistral-ai-secures-415m-in-funding\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\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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