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Por Renata Turbiani -Fique Por dentro - Por Renata Tavaresiani, por Renata Trevisan, e a startup franco-americana HuggingFace, dos Estados Unidos, que criou uma s�rie de IA HuggerFace.

O trabalho mediu pela primeira vez o impacto ambiental de modelos de AI generativa e concluiu que a tecnologia requer grandes quantidades de eletricidade, criando uma

Criar imagens com intelig�ncia artificial generativas pode consumir tanta energia quanto carregar um smartphone. Essa

de implica��es preocupantes para a rede el�trica e para o clima.

+ Quer saber mais sobre inova��o? Entre no grupo de �poca NEG�CIOS no WhatsApp

�As pessoas pensam que a IA n�o tem nenhum impacto ambiental, que � uma entidade tecnol�gica abstrata que vive em uma �nuvem��, disse Sasha Luccioni, investigadora de IA da Hugging Face que liderou a pesquisa, ao Gizmodo. �Mas cada vez que consult

analisaram as emiss�es associadas a 10 tarefas populares de IA na plataforma Hugging Face, como resposta a perguntas, gera��o de texto, classifica��o de imagens, legendas e gera��o das imagens. Eles realizaram os experimentos em 88 modelos diferentes, incluindo Stable Diffusion XL e OpenJourney.

Para cada uma das tarefas, foram executados 1.000 prompts e medidas a energia utilizada com uma ferramenta chamada Code Carbon, que faz os c�lculos observando aenergia que o computador

execu��o.

Consumo de energia e emiss�o de carbono. Os resultados mostram que um gerador de imagem m�dio fica pr�ximo da marca de 1,35 kWh (por 1.000 infer�ncias). Para efeito de compara��o, carregar um smartphone m�dio requer 0,012 KWh de �gua. e carregar o smartphone

Al�m disso, a gera��o de imagens foi respons�vel por tanto di�xido de Carbono quanto dirigir o equivalente a 6,5 quil�metros em um carro m�dio movido a

Segundo o estudo

gasolina.

A gera��o de texto, porslotscalendarvez, requer menos energia, com uma m�dia de 0,042 kWh por 1.000 infer�ncias. Isto, de acordo com o portal ExtremeTech, se traduz em uma taxa de emiss�o de carbono mais baixa, que pode variar de 1,015 gramas por infer�ncia, dependendo do modelo utilizado, e de 2,00 gramas, respectivamente, para 1 milh�o de palavras por dia. e 2.004

espec�ficas.

Por exemplo, usar um modelo generativo para classificar resenhas de filmes em positivas ou negativas consome cerca de 30 vezes mais energia do que um modelos ajustado criado especificamente para essa tarefa. A explica��o � � que eles tentam fazer muitas coisas ao mesmo tempo, como gerar, classificar e resumir texto, em vez de apenas uma tarefa, ou a classifica��o.A expectativa de Luccioni � a pesquisa encoraje as pessoas a serem mais seletivas sobre quando usar a IA generativa

por modelos mais especializados e menos intensivos em carbono, sempre que poss�vel.

Quer conferir os conte�dos exclusivos de �poca NEG�CIOS? Tenha acesso � vers�o digital.com.br?

por Modelos mais especializado e mais intensivosEm carbono.Sempre que for poss�vel e poss�vel, mas sempre poss�vel;

www.revistaneg�cios.net.pt.BR.s.l.a.p.i.m.e.n.t.o.c.b

ststartup HuggingFace mediu pela primeira vez o impacto ambiental da tecnologia

Virgin Galactic realizou segunda miss�o totalmente comercial com turistas em agosto

O �rg�o tamb�m pede que todos as pessoas que tiveram informa��es pessoais expostas na internet sejam comunicadas em at� dez dias e, ao fim do processo, recebam indeniza��o de R$ 30 mil cada

A educa��o financeira desempenha um papel crucial no

stugust.standard.com.br/internet/student

desenvolvimento da sociedade, fornecendo orienta��o sobre assuntos financeiros que impactam diretamente a qualidade de vida e o bem-estar das pessoas

desenvolvimentodesenvolvimento

desenvolvimento da Sociedade, fornece orienta��o acerca sobre quest�es financeiros, ajudando a sociedade a tomar decis�es financeiras que afetam diretamente os assuntos relacionados diretamente aos assuntos da vida,

Os dois principais desafios s�o lidar com os processos depois do aporte nas startups e conciliar as expectativas de curto prazo versus as de m�dio e longo prazo em rela��o aos investimentos

Fundada em 2007 com o

da companhia

As duas primeiras colocadas estudam tratamentos inovadores para combater o c�ncer

A colabora��o entre as empresas visa usar a tecnologia para criar anticorpos novos e faz parte dos planos de substituir a quimioterapia tradicional por uma nova gera��o de medicamentos

� 1996 - 2023. Todos direitos reservados a Editora Globo S/A. Este material n�o pode ser publicado, transmitido por broadcast, reescrito ou redistribu�do sem

dada empresa.As tr�s primeiras posi��es estudam tratamento inovadores e estudam solu��es inovadores

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