{"id":5319,"date":"2023-09-10T14:24:27","date_gmt":"2023-09-10T14:24:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=5319"},"modified":"2023-09-10T14:24:27","modified_gmt":"2023-09-10T14:24:27","slug":"new-falcon-180b-llm-is-powerful-but-lacks-guardrails","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/","title":{"rendered":"Ny Falcon 180B LLM er kraftfuld, men mangler r\u00e6kv\u00e6rk"},"content":{"rendered":"

De Forenede Arabiske Emiraters Technology Innovation Institute (TII) frigav sin Falcon 180B LLM p\u00e5 Hugging Face i sidste uge, og den leverede en imponerende pr\u00e6station i de f\u00f8rste tests.<\/strong><\/p>\n

Modellen, som er frit tilg\u00e6ngelig for forskere og kommercielle brugere, er et produkt af en spirende AI-industri i Mellem\u00f8sten.<\/p>\n

Falcon 180B er 2,5 gange st\u00f8rre end Metas Lama 2<\/a> og blev tr\u00e6net med 4 gange mere computerkraft. TII tr\u00e6nede modellen p\u00e5 hele 3,5 billioner tokens. Det er den unikke datas\u00e6ttilgang, der i h\u00f8j grad er ansvarlig for modellens imponerende pr\u00e6station.<\/p>\n

For at tr\u00e6ne en model har man ikke bare brug for en masse data, man har typisk brug for en masse kuraterede data af god kvalitet. Det koster mange penge at producere, og der er ikke mange virkelig store kuraterede datas\u00e6t, som er offentligt tilg\u00e6ngelige. TII besluttede at pr\u00f8ve en ny tilgang for at undg\u00e5 behovet for kuratering.<\/p>\n

I juni brugte forskere omhyggelig filtrering og deduplikering<\/a> af offentligt tilg\u00e6ngelige CommonCrawl-data for at skabe RefinedWeb-datas\u00e6ttet. Dette datas\u00e6t var ikke kun lettere at producere, men det giver ogs\u00e5 bedre resultater end blot at bruge kuraterede korpora eller webdata.<\/p>\n

Falcon 180B blev tr\u00e6net p\u00e5 hele 3,5 billioner tokens fra RefinedWeb-datas\u00e6ttet, hvilket er betydeligt mere end de 2 billioner tokens fra Llama 2's pr\u00e6tr\u00e6ningsdatas\u00e6t.<\/p>\n

Falcon 180B's ydeevne<\/h2>\n

Falcon 180B topper Hugging Face-ranglisten for LLM'er med \u00e5ben adgang. Modellen klarer sig bedre end Llama 2, den tidligere leder, p\u00e5 en r\u00e6kke benchmarks, herunder r\u00e6sonnement, kodning, f\u00e6rdigheder og videnstest.<\/p>\n

Falcon 180B scorer endda h\u00f8jt, n\u00e5r den sammenlignes med lukkede, propriet\u00e6re modeller. Den ligger lige efter GPT-4 og er p\u00e5 niveau med Googles PaLM 2 Large, som er dobbelt s\u00e5 stor som Falcon 180B.<\/p>\n

\"Hugging<\/p>\n

Kilde: Kramende ansigt<\/a><\/p>\n

TII siger, at de p\u00e5 trods af den allerede imponerende pr\u00e6station med den pr\u00e6tr\u00e6nede model har til hensigt \"at levere stadig mere effektive versioner af Falcon i fremtiden, baseret p\u00e5 forbedrede datas\u00e6t og RLHF\/RLAIF.\"<\/p>\n

Du kan pr\u00f8ve en chat-version af modellen med dette Demo af Falcon 180B<\/a> p\u00e5 Hugging Face.<\/p>\n

Chatversionen er finjusteret og renset, men basismodellen har endnu ikke justeringsv\u00e6rn p\u00e5 plads. TII sagde, at da den endnu ikke havde v\u00e6ret igennem en finjusterings- eller tilpasningsproces, kunne den give \"problematiske\" svar.<\/p>\n

Det vil tage noget tid at f\u00e5 det justeret til et punkt, hvor det kan anvendes kommercielt med tillid.<\/p>\n

Alligevel fremh\u00e6ver denne models imponerende ydeevne mulighederne for forbedring ud over blot at skalere computerressourcer.<\/p>\n

Falcon 180B viser, at mindre modeller, der er tr\u00e6net p\u00e5 datas\u00e6t af god kvalitet, kan v\u00e6re en mere omkostningseffektiv og effektiv retning for AI-udvikling.<\/p>\n

Udgivelsen af denne imponerende model understreger den meteoriske v\u00e6kst i AI-udvikling i Mellem\u00f8sten<\/a>p\u00e5 trods af de seneste eksportrestriktioner for GPU'er til regionen<\/a>.<\/p>\n

Mens firmaer som TII og Meta forts\u00e6tter med at frigive deres st\u00e6rke modeller under \u00e5bne licenser, bliver det interessant at se, hvad Google og OpenAI g\u00f8r for at fremme udbredelsen af deres lukkede modeller.<\/p>\n

Forskellen i performance mellem open access og propriet\u00e6re modeller ser bestemt ud til at blive mindre.<\/p>","protected":false},"excerpt":{"rendered":"

UAE's Technology Innovation Institute (TII) frigav sin Falcon 180B LLM p\u00e5 Hugging Face i sidste uge, og den leverede imponerende resultater i de f\u00f8rste tests. Modellen, som er frit tilg\u00e6ngelig for forskere og kommercielle brugere, er et produkt af en spirende AI-industri i Mellem\u00f8sten. Falcon 180B er 2,5 gange st\u00f8rre end Metas Llama 2 og blev tr\u00e6net med 4 gange mere computerkraft. TII tr\u00e6nede modellen p\u00e5 hele 3,5 billioner tokens. Det er den unikke datas\u00e6ttilgang, der i h\u00f8j grad er ansvarlig for modellens imponerende pr\u00e6station. For at tr\u00e6ne en model har du ikke bare brug for en masse<\/p>","protected":false},"author":6,"featured_media":5339,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[99,207,354],"class_list":["post-5319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-race","tag-llm","tag-middle-east"],"yoast_head":"\nNew Falcon 180B LLM is powerful but lacks guardrails | 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\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New Falcon 180B LLM is powerful but lacks guardrails | DailyAI\" \/>\n<meta property=\"og:description\" content=\"The UAE\u2019s Technology Innovation Institute (TII) released its Falcon 180B LLM on Hugging Face last week and it delivered impressive performance in early testing. 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