Evolução do Kit de ferramentas de IA generativa responsável com novas ferramentas para todos os LLMs

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8" /> <title> Evolução do Kit de ferramentas de IA generativa responsável com novas ferramentas para todos os LLMs - Google Developers Blog </title> <meta property="og:title" content="Evolução do Kit de ferramentas de IA generativa responsável com novas ferramentas para todos os LLMs- Google Developers Blog" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <meta name="description" content="The Responsible Generative AI Toolkit is being expanded with new features to support responsible AI development across all LLMs, including SynthID Text for watermarking." /> <meta content="summary_large_image" name="twitter:card"/> <meta content="Google for Developers Blog - News about Web, Mobile, AI and Cloud" property="twitter:title"/> <meta property="og:title" content="Evolução do Kit de ferramentas de IA generativa responsável com novas ferramentas para todos os LLMs" /> <script type="application/ld+json"> { 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href="/pt-br/search/?product_categories=Cloud">Cloud</a></div> </section> <section class="heading-container glue-page glue-spacer-1-top"> <h1 class="glue-headline glue-headline--headline-1">Evolução do Kit de ferramentas de IA generativa responsável com novas ferramentas para todos os LLMs</h1> </section> <section class="summary-container glue-page glue-spacer-4-top"> <div class="date-time"> <div class="published-date glue-font-weight-medium">OUT 23, 2024</div> </div> </section> <section class="glue-page glue-grid glue-spacer-1-top"> <section class="author-container glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-10-md"> <div class="author-obj"> <a class="glue-font-weight-medium" href="/pt-br/search/?author=Ryan+Mullins">Ryan Mullins</a> <span class="glue-font-weight-medium role">Research Engineer and RAI Toolkit Tech Lead</span> </div> </section> <section class="social-container glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-2-md"> <button 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class="banner-image" src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Header_G4D_MediaPipe_enhancing_humans_-01.original.png" alt="AI detection on Google for Developers" /> <div class="inner-block-content rich-content"> <p data-block-key="ao3ra">A construção da IA de forma responsável é crucial. É por isso que criamos o <a href="https://ai.google.dev/responsible">Kit de ferramentas de GenAI responsável</a>, com recursos para projetar, construir e avaliar modelos abertos de IA. E não vamos parar por aí! Agora, estamos expandindo o kit de ferramentas com novos recursos projetados para funcionar com qualquer LLM, seja no Gemma, Gemini ou qualquer outro modelo. Com esse conjunto de ferramentas e recursos, todos podem construir a IA de forma responsável, independentemente do modelo escolhido.</p><h3 data-block-key="3o2m6"><b><br/>Vamos às novidades:</b></h3><h2 data-block-key="7u4dp"><b>SynthID Text: inserção de marcas d'água e detecção de conteúdo gerado por IA</b></h2><p data-block-key="cu1m1">É difícil dizer se um texto foi escrito por um ser humano ou gerado por IA? O SynthID Text tem tudo o que você precisa. Essa tecnologia permite que você <b>insira marcas d'água e detecte</b> textos gerados por produtos de GenAI.</p><p data-block-key="d7hr3"></p><p data-block-key="o433"><b>Como funciona:</b> o SynthID insere marcas d'água e identifica conteúdo gerado por IA incorporando marcas d'água digitais diretamente no texto gerado por IA.</p><p data-block-key="3cnmn"></p><p data-block-key="btvia"><b>Código aberto para desenvolvedores:</b> o SynthID para texto é acessível a todos os desenvolvedores por meio da Hugging Face e do Kit de ferramentas de GenAI responsável.</p><h3 data-block-key="eerqi"><b><br/>Saiba mais:</b></h3><ul><li data-block-key="8618r">Aprofunde-se nos detalhes técnicos completos no artigo da <a href="https://www.nature.com/articles/s41586-024-08025-4">Nature<i></i></a>.</li></ul><p data-block-key="bdf58"></p><ul><li data-block-key="5bpj1">Descubra como aplicar o SynthID de forma responsável no <a href="https://ai.google.dev/responsible/docs/safeguards/synthid">site do Kit de ferramentas de GenAI responsável</a>.</li></ul><p data-block-key="9qmca"></p><ul><li data-block-key="9g4g8">Explore a <a href="https://deepmind.google/technologies/synthid/">página da tecnologia SynthID</a> para obter uma visão geral abrangente dos recursos do SynthID em todas as modalidades.</li></ul><h3 data-block-key="1cfcj"><b><br/>Use hoje mesmo:</b></h3><p data-block-key="9jc2u"></p><ul><li data-block-key="e5se">Uma implementação em nível de produção está disponível na <a href="https://huggingface.co/docs/transformers/v4.46.0/en/internal/generation_utils">biblioteca Hugging Face Transformers</a>. Confira o <a href="https://huggingface.co/spaces/google/synthid-text">Hugging Face Space</a> para obter um guia explicativo da configuração do SynthID para aplicativos de GenAI.</li></ul><p data-block-key="7fj12"></p><ul><li data-block-key="brp14">Uma implementação de referência também está disponível no <a href="https://github.com/google-deepmind/synthid-text">GitHub</a> e no <a href="https://pypi.org/project/synthid-text">PyPI</a>, com um <a href="https://colab.research.google.com/github/google-deepmind/synthid-text/blob/main/notebooks/synthid_text_huggingface_integration.ipynb">notebook do Colab</a> para aprendizado interativo.</li></ul><p data-block-key="6rt6n"></p><p data-block-key="u00k">Convidamos a comunidade de código aberto a nos ajudar a expandir o alcance do SynthID Text a todos os frameworks, com base nas implementações acima. Entre em contato no <a href="https://github.com/google-deepmind/synthid-text/discussions">GitHub</a> ou no <a href="https://discord.gg/google-dev-community">Discord</a> para tirar dúvidas.</p><h2 data-block-key="f7658"><b><br/>Alinhamento de modelos: refine seus prompts com a assistência de LLMs</b></h2><p data-block-key="akklo">Elaborar prompts que apliquem efetivamente suas políticas de negócios é crucial para gerar saídas de alta qualidade.</p><p data-block-key="f9qpb">A biblioteca Model Alignment ajuda a <b>refinar prompts</b> com a assistência de LLMs.</p><p data-block-key="776ki"></p><p data-block-key="f2lhk"><b>Forneça feedback</b> sobre como você deseja que as saídas de seu modelo mudem como uma avaliação holística ou um conjunto de diretrizes.</p><p data-block-key="1sd76"></p><p data-block-key="alf5a">Use o Gemini ou seu LLM preferido para <b>transformar seu feedback em um prompt</b> que alinhe o comportamento de seu modelo às necessidades e políticas de conteúdo de seu aplicativo.</p><h3 data-block-key="7me0h"><b><br/>Use hoje mesmo:</b></h3><ul><li data-block-key="98a1k">Experimente a demonstração interativa no <a href="https://colab.research.google.com/github/pair-code/model-alignment/blob/main/notebooks/Gemma_for_Model_Alignment.ipynb">Colab</a> e veja como o Gemini pode ajudar a alinhar e melhorar os prompts para o Gemma.</li></ul><p data-block-key="iila"></p><ul><li data-block-key="3f4c9">Acesse a biblioteca no <a href="https://pypi.org/project/model-alignment/">PyPI</a>.</li></ul><p data-block-key="2j4bu"></p><ul><li data-block-key="11der">Utilize esses métodos no Vertex AI Studio com o <a href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/ai-powered-prompt-writing#refine_prompts">Refine Prompt</a>.</li></ul> </div> <div class="inner-block-content video-block"> <video autoplay="" loop="" muted="" playsinline="" poster="https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/wagtailvideo-utii8fy__thumb.jpg"> <source src='https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/Model-Alignment-Library.mp4' type='video/mp4'> <p>Sorry, your browser doesn't support playback for this video</p> </video> </div> <div class="inner-block-content rich-content"> <h2 data-block-key="ao3ra"><b>Depuração de prompts: simplifique a implantação da LIT no Google Cloud</b></h2><p data-block-key="5oati">A <a href="https://pair-code.github.io/lit/tutorials/sequence-salience/">depuração de prompts</a> é essencial para o desenvolvimento da IA responsável. Estamos tornando isso mais fácil e rápido com uma experiência de implantação aprimorada para a <a href="https://codelabs.developers.google.com/codelabs/responsible-ai/lit-on-gcp">Learning Interpretability Tool (LIT) no Google Cloud</a>.</p><p data-block-key="tmta"></p><ul><li data-block-key="6lo21"><b>Entrega de modelos eficiente e versátil:</b> use o novo contêiner de servidor de modelos da LIT para implantar qualquer LLM da Hugging Face ou do Keras com suporte a geração, tokenização e pontuação de relevância em GPUs do Cloud Run.</li></ul><p data-block-key="i90c"></p><ul><li data-block-key="1vnga"><b>Conectividade expandida a partir do app da LIT:</b> conecte-se facilmente a modelos auto-hospedados ou Gemini por meio da API Vertex (somente geração).</li></ul><p data-block-key="5mi6u"></p><ul><li data-block-key="1fmko"><b>Saiba mais:</b> explore os recursos da LIT para o alinhamento responsável de modelos no <a href="https://ai.google.dev/responsible/docs/alignment/lit">site do Kit de ferramentas de GenAI responsável</a>.</li></ul> </div> <div class="inner-block-content"> <div class="image-wrapper"> <img class="regular-image" src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/image4_9kmMFvV.original.png" alt="Learning Interpretability Tool (LIT) on Google Cloud." /> </div> </div> <div class="inner-block-content rich-content"> <h3 data-block-key="ao3ra"><b>Seu feedback é muito importante!</b></h3><p data-block-key="1ij0">Participe da conversa no <a href="https://discord.gg/google-dev-community">Discord da comunidade de desenvolvedores do Google</a> e compartilhe sua opinião sobre essas novas adições. 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