{"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\/nb\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/","title":{"rendered":"Nye Falcon 180B LLM er kraftig, men mangler rekkverk"},"content":{"rendered":"

De forente arabiske emiraters Technology Innovation Institute (TII) lanserte sin Falcon 180B LLM p\u00e5 Hugging Face i forrige uke, og den leverte imponerende ytelse i tidlig testing.<\/strong><\/p>\n

Modellen, som er \u00e5pent tilgjengelig for forskere og kommersielle brukere, er et produkt av en gryende AI-industri i Midt\u00f8sten.<\/p>\n

Falcon 180B er 2,5 ganger st\u00f8rre enn Metas Lama 2<\/a> og ble trent med fire ganger mer databehandling. TII trente modellen p\u00e5 hele 3,5 billioner tokens. Det er den unike datasetttiln\u00e6rmingen som i stor grad er ansvarlig for modellens imponerende ytelse.<\/p>\n

For \u00e5 trene opp en modell trenger du ikke bare mye data, du trenger vanligvis mye kuratert data av god kvalitet. Det koster mye penger \u00e5 produsere, og det finnes ikke mange virkelig store kuraterte datasett som er offentlig tilgjengelige. TII bestemte seg for \u00e5 pr\u00f8ve en ny tiln\u00e6rming for \u00e5 unng\u00e5 behovet for kuratering.<\/p>\n

I juni brukte forskere n\u00f8ye filtrering og deduplisering<\/a> av offentlig tilgjengelige CommonCrawl-data for \u00e5 lage RefinedWeb-datasettet. Dette datasettet var ikke bare enklere \u00e5 produsere, men det gir ogs\u00e5 bedre ytelse enn bare \u00e5 bruke kuraterte korpora eller nettdata.<\/p>\n

Falcon 180B ble trent p\u00e5 hele 3,5 billioner tokens fra RefinedWeb-datasettet, betydelig mer enn de 2 billioner tokens fra Llama 2s pretraining-datasett.<\/p>\n

Ytelsen til Falcon 180B<\/h2>\n

Falcon 180B topper Hugging Face-topplisten for LLM-er med \u00e5pen tilgang. Modellen utkonkurrerer Llama 2, den tidligere lederen, p\u00e5 en rekke benchmarks, inkludert resonnering, koding, ferdigheter og kunnskapstester.<\/p>\n

Falcon 180B scorer til og med h\u00f8yt sammenlignet med propriet\u00e6re modeller med lukket kildekode. Den ligger rett bak GPT-4 og er p\u00e5 niv\u00e5 med Googles PaLM 2 Large, som er dobbelt s\u00e5 stor som Falcon 180B.<\/p>\n

\"Hugging<\/p>\n

Kilde: Klemmende ansikt<\/a><\/p>\n

TII sier at til tross for den allerede imponerende ytelsen med den forh\u00e5ndstrenede modellen, har de til hensikt \"\u00e5 tilby stadig mer kapable versjoner av Falcon i fremtiden, basert p\u00e5 forbedrede datasett og RLHF\/RLAIF\".<\/p>\n

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

Chat-versjonen er finjustert og renset, men grunnmodellen har enn\u00e5 ikke f\u00e5tt p\u00e5 plass noen justeringsbarrierer. TII sa at siden den enn\u00e5 ikke hadde v\u00e6rt gjennom en finjusterings- eller justeringsprosess, kunne den gi \"problematiske\" svar.<\/p>\n

Det vil ta litt tid \u00e5 f\u00e5 det justert til et punkt der det kan tas i bruk kommersielt p\u00e5 en trygg m\u00e5te.<\/p>\n

Den imponerende ytelsen til denne modellen viser likevel at det finnes andre forbedringsmuligheter enn bare \u00e5 skalere dataressursene.<\/p>\n

Falcon 180B viser at mindre modeller trent p\u00e5 datasett av god kvalitet kan v\u00e6re en mer kostnadseffektiv og effektiv retning for utviklingen av kunstig intelligens.<\/p>\n

Lanseringen av denne imponerende modellen understreker den voldsomme veksten i Utviklingen av kunstig intelligens i Midt\u00f8sten<\/a>til tross for den siste tidens eksportrestriksjoner for GPU-er til regionen<\/a>.<\/p>\n

Etter hvert som TII og Meta fortsetter \u00e5 lansere sine kraftfulle modeller under \u00e5pne lisenser, blir det interessant \u00e5 se hva Google og OpenAI gj\u00f8r for \u00e5 f\u00e5 flere til \u00e5 ta i bruk sine lukkede modeller.<\/p>\n

Prestasjonsgapet mellom \u00e5pen tilgang og propriet\u00e6re modeller ser definitivt ut til \u00e5 bli mindre.<\/p>","protected":false},"excerpt":{"rendered":"

De forente arabiske emiraters Technology Innovation Institute (TII) lanserte sin Falcon 180B LLM p\u00e5 Hugging Face i forrige uke, og den leverte imponerende resultater i tidlige tester. Modellen, som er \u00e5pen for forskere og kommersielle brukere, er et produkt av en spirende AI-industri i Midt\u00f8sten. Falcon 180B er 2,5 ganger st\u00f8rre enn Metas Llama 2 og ble trent med fire ganger mer databehandling. TII trente modellen p\u00e5 enorme 3,5 billioner tokens. Det er den unike datasetttiln\u00e6rmingen som i stor grad er ansvarlig for modellens imponerende ytelse. For \u00e5 trene opp en modell trenger du ikke bare mye<\/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\/nb\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/\" \/>\n<meta property=\"og:locale\" content=\"nb_NO\" \/>\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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