{"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\/pt\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/","title":{"rendered":"O novo Falcon 180B LLM \u00e9 potente, mas carece de guarda-corpos"},"content":{"rendered":"

O Instituto de Inova\u00e7\u00e3o Tecnol\u00f3gica dos Emirados \u00c1rabes Unidos (TII) lan\u00e7ou o seu Falcon 180B LLM na Hugging Face na semana passada e apresentou um desempenho impressionante nos primeiros testes.<\/strong><\/p>\n

O modelo, que \u00e9 de acesso livre para investigadores e utilizadores comerciais, \u00e9 o produto de uma ind\u00fastria de IA em expans\u00e3o no M\u00e9dio Oriente.<\/p>\n

O Falcon 180B \u00e9 2,5 vezes maior do que o Meta Lhama 2<\/a> e foi treinado com 4 vezes mais computa\u00e7\u00e3o. O TII treinou o modelo com um enorme n\u00famero de 3,5 trili\u00f5es de tokens. \u00c9 a abordagem \u00fanica do conjunto de dados que \u00e9 largamente respons\u00e1vel pelo desempenho impressionante do modelo.<\/p>\n

Para treinar um modelo, n\u00e3o s\u00e3o apenas necess\u00e1rios muitos dados, s\u00e3o tamb\u00e9m necess\u00e1rios muitos dados seleccionados e de boa qualidade. A produ\u00e7\u00e3o destes dados custa muito dinheiro e n\u00e3o existem muitos conjuntos de dados curados de grande dimens\u00e3o dispon\u00edveis ao p\u00fablico. A TII decidiu experimentar uma nova abordagem para evitar a necessidade de curadoria.<\/p>\n

Em junho, os investigadores utilizaram filtragem e desduplica\u00e7\u00e3o cuidadosas<\/a> de dados CommonCrawl publicamente dispon\u00edveis para criar o conjunto de dados RefinedWeb. Este conjunto de dados n\u00e3o s\u00f3 foi mais f\u00e1cil de produzir, como tamb\u00e9m oferece um melhor desempenho do que a simples utiliza\u00e7\u00e3o de corpora seleccionados ou dados da Web.<\/p>\n

O Falcon 180B foi treinado num enorme conjunto de dados de 3,5 bili\u00f5es de tokens do RefinedWeb, significativamente mais do que os 2 bili\u00f5es de tokens do conjunto de dados de pr\u00e9-treino do Llama 2.<\/p>\n

Desempenho do Falcon 180B<\/h2>\n

O Falcon 180B est\u00e1 no topo da tabela de classifica\u00e7\u00e3o do Hugging Face para LLMs de acesso livre. O modelo supera o Llama 2, o anterior l\u00edder, numa s\u00e9rie de testes de refer\u00eancia, incluindo testes de racioc\u00ednio, codifica\u00e7\u00e3o, profici\u00eancia e conhecimento.<\/p>\n

O Falcon 180B at\u00e9 tem uma pontua\u00e7\u00e3o elevada quando comparado com modelos propriet\u00e1rios e de c\u00f3digo fechado. Fica logo atr\u00e1s do GPT-4 e est\u00e1 a par do PaLM 2 Large da Google, que tem o dobro do tamanho do Falcon 180B.<\/p>\n

\"Tabela<\/p>\n

Fonte: Cara de abra\u00e7o<\/a><\/p>\n

A TII afirma que, apesar do desempenho j\u00e1 impressionante do seu modelo pr\u00e9-treinado, tenciona \"fornecer vers\u00f5es cada vez mais capazes do Falcon no futuro, com base em conjuntos de dados melhorados e no RLHF\/RLAIF\".<\/p>\n

Pode experimentar uma vers\u00e3o de conversa\u00e7\u00e3o do modelo com isto Demonstra\u00e7\u00e3o do Falcon 180B<\/a> sobre a Cara de Abra\u00e7o.<\/p>\n

A vers\u00e3o de conversa\u00e7\u00e3o \u00e9 aperfei\u00e7oada e higienizada, mas o modelo de base ainda n\u00e3o disp\u00f5e de protec\u00e7\u00f5es de alinhamento. A TII afirmou que, como ainda n\u00e3o tinha passado por um processo de afina\u00e7\u00e3o ou de alinhamento, poderia dar respostas \"problem\u00e1ticas\".<\/p>\n

Levar\u00e1 algum tempo at\u00e9 que esteja alinhado ao ponto de poder ser implantado comercialmente com confian\u00e7a.<\/p>\n

Mesmo assim, o desempenho impressionante deste modelo real\u00e7a as oportunidades de melhoria para al\u00e9m do simples aumento dos recursos inform\u00e1ticos.<\/p>\n

O Falcon 180B mostra que modelos mais pequenos treinados em conjuntos de dados de boa qualidade podem ser uma dire\u00e7\u00e3o mais econ\u00f3mica e eficiente para o desenvolvimento da IA.<\/p>\n

O lan\u00e7amento deste impressionante modelo sublinha o crescimento mete\u00f3rico da Desenvolvimento da IA no M\u00e9dio Oriente<\/a>Apesar dos recentes restri\u00e7\u00f5es \u00e0 exporta\u00e7\u00e3o de GPUs para a regi\u00e3o<\/a>.<\/p>\n

\u00c0 medida que empresas como a TII e a Meta continuam a lan\u00e7ar os seus poderosos modelos ao abrigo de licen\u00e7as de acesso livre, ser\u00e1 interessante ver o que a Google e a OpenAI fazem para impulsionar a ado\u00e7\u00e3o dos seus modelos fechados.<\/p>\n

A diferen\u00e7a de desempenho entre os modelos de acesso aberto e os modelos propriet\u00e1rios parece estar definitivamente a diminuir.<\/p>","protected":false},"excerpt":{"rendered":"

O Instituto de Inova\u00e7\u00e3o Tecnol\u00f3gica dos Emirados \u00c1rabes Unidos (TII) lan\u00e7ou o seu Falcon 180B LLM sobre o Hugging Face na semana passada e apresentou um desempenho impressionante nos primeiros testes. O modelo, que \u00e9 de acesso livre para investigadores e utilizadores comerciais, \u00e9 o produto de uma ind\u00fastria de IA em expans\u00e3o no M\u00e9dio Oriente. O Falcon 180B \u00e9 2,5 vezes maior do que o Llama 2 da Meta e foi treinado com 4 vezes mais computa\u00e7\u00e3o. O TII treinou o modelo com um enorme n\u00famero de 3,5 trili\u00f5es de fichas. \u00c9 a abordagem \u00fanica do conjunto de dados que \u00e9 largamente respons\u00e1vel pelo desempenho impressionante do modelo. Para treinar um modelo n\u00e3o \u00e9 preciso apenas uma grande quantidade<\/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\/pt\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\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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