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모든 LLM을 위한 새로운 도구로 Responsible Generative AI Toolkit 진화 - Google Developers Blog

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8" /> <title> 모든 LLM을 위한 새로운 도구로 Responsible Generative AI Toolkit 진화 - Google Developers Blog </title> <meta property="og:title" content="모든 LLM을 위한 새로운 도구로 Responsible Generative AI Toolkit 진화- 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="모든 LLM을 위한 새로운 도구로 Responsible Generative AI Toolkit 진화" /> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [{ "@type": "ListItem", "position": 1, "name": "Google for 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</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="/ko/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 id="social-button" class="glue-button glue-button--low-emphasis glue-button--icon" aria-haspopup="true" aria-expanded="false"> <svg role="presentation" aria-hidden="true" class="glue-icon"> <use href="/glue-icon/#share"></use> </svg> <span>공유</span> </button> <ul id="social-menu" class="glue-elevation-level-1" role="menu" aria-labelledby="social-button"> <li> <a href="https://www.facebook.com/sharer/sharer.php?u={url}" title="Share on Facebook" target="_blank" rel="noopener"> <svg 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glue-icon--32px"> <use href="/glue-icon/#email"></use> </svg> <span>Mail</span> </a> </li> <li> <a href="#" title="Get shareable link" data-link="" data-copy-text="링크 복사" data-copied-text="복사했습니다!"> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--social glue-icon--32px"> <use href="/glue-icon/#link"></use> </svg> <span></span> </a> </li> </ul> </section> </section> <section class="blocks-container glue-page glue-spacer-3-top"> <div class="block"> <img 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">AI를 책임감 있게 개발하는 것은 매우 중요합니다. 때문에 개방형 AI 모델을 설계, 개발, 평가하기 위한 리소스를 제공하는 <a href="https://ai.google.dev/responsible">Responsible GenAI Toolkit</a>을 만들었습니다. 그것이 끝이 아닙니다! 이제는 Gemma든 Gemini든 혹은 다른 모델이든 간에 모든 LLM과 함께 작동하도록 설계된 새로운 기능으로 툴킷을 확장하고 있습니다. 이러한 도구 및 기능 세트 덕분에 누구든 자신이 선택한 모델에 관계없이 AI를 책임감 있게 개발할 수 있습니다.</p><h3 data-block-key="3o2m6"><b><br/>새로운 도구와 기능은 다음과 같습니다.</b></h3><h2 data-block-key="7u4dp"><b>SynthID Text: AI로 생성된 콘텐츠의 워터마킹 및 감지</b></h2><p data-block-key="cu1m1">텍스트를 사람이 작성했는지 AI가 생성했는지 구별하기 어려운가요? SynthID Text가 여러분을 도와드립니다. 이 기술을 사용하면 GenAI 제품에서 생성된 텍스트를 <b>워터마킹하고 감지</b>할 수 있습니다.</p><p data-block-key="d7hr3"></p><p data-block-key="o433"><b>작동 방식:</b> SynthID는 AI로 생성된 텍스트에 디지털 워터마크를 직접 삽입하여 AI 생성 콘텐츠를 워터마킹하고 식별합니다.</p><p data-block-key="3cnmn"></p><p data-block-key="btvia"><b>개발자를 위한 오픈소스:</b> 모든 개발자는 Hugging Face 및 Responsible GenAI Toolkit을 통해 텍스트용 SynthID에 액세스할 수 있습니다.</p><h3 data-block-key="eerqi"><b><br/>자세히 알아보기:</b></h3><ul><li data-block-key="8618r"><a href="https://www.nature.com/articles/s41586-024-08025-4"><i>Nature</i>의 논문</a>에서 기술적 세부 사항을 자세히 알아보세요.</li></ul><p data-block-key="bdf58"></p><ul><li data-block-key="5bpj1"><a href="https://ai.google.dev/responsible/docs/safeguards/synthid">Responsible GenAI Toolkit website 웹사이트</a>에서 SynthID를 책임감 있게 적용하는 방법을 알아보세요.</li></ul><p data-block-key="9qmca"></p><ul><li data-block-key="9g4g8"><a href="https://deepmind.google/technologies/synthid/">SynthID 기술 페이지</a>를 훑어보면서 모든 모달리티 전반에서 SynthID 기능의 포괄적인 개요를 확인해 보세요.</li></ul><h3 data-block-key="1cfcj"><b><br/>오늘 바로 사용해 보세요.</b></h3><p data-block-key="9jc2u"></p><ul><li data-block-key="e5se"><a href="https://huggingface.co/docs/transformers/v4.46.0/en/internal/generation_utils">Hugging Face Transformers 라이브러리</a>에서 프로덕션급 구현을 사용할 수 있습니다. GenAI 애플리케이션용 SynthID 구성에 대한 단계별 안내는 <a href="https://huggingface.co/spaces/google/synthid-text">Hugging Face Space</a>를 확인하세요.</li></ul><p data-block-key="7fj12"></p><ul><li data-block-key="brp14">대화형 학습을 위한 <a href="https://colab.research.google.com/github/google-deepmind/synthid-text/blob/main/notebooks/synthid_text_huggingface_integration.ipynb">Colab 노트북</a>과 함께, <a href="https://github.com/google-deepmind/synthid-text">GitHub</a>와 <a href="https://pypi.org/project/synthid-text">PyPI</a>에서 참조 구현도 제공됩니다.</li></ul><p data-block-key="6rt6n"></p><p data-block-key="u00k">저희는 오픈소스 커뮤니티를 초대해 위의 구현을 기반으로 프레임워크 전반에 걸쳐 SynthID Text의 범위를 확장하는 데 도움을 받고자 합니다. 궁금하신 점은 <a href="https://github.com/google-deepmind/synthid-text/discussions">GitHub</a> 또는 <a href="https://discord.gg/google-dev-community">Discord</a>를 통해 문의하세요.</p><h2 data-block-key="f7658"><b><br/>Model Alignment: LLM 지원으로 프롬프트 미세 조정</b></h2><p data-block-key="akklo">비즈니스 정책을 효과적으로 적용하는 프롬프트의 작성은 고품질 결과물을 생성하는 데 매우 중요합니다.</p><p data-block-key="f9qpb">Model Alignment 라이브러리를 사용하면 LLM의 지원을 받아 <b>프롬프트를 미세 조정</b>할 수 있습니다.</p><p data-block-key="776ki"></p><p data-block-key="f2lhk">모델의 결과물을 어떻게 변경하고 싶은지에 대한 <b>피드백</b>을 전체적인 비판 또는 일련의 지침으로서 제시해 주세요.</p><p data-block-key="1sd76"></p><p data-block-key="alf5a">Gemini 또는 선호하는 LLM을 사용하여 <b>피드백을 프롬프트로 변환하세요</b>. 이때 프롬프트는 모델의 동작을 애플리케이션의 요구 및 콘텐츠 정책에 일치시킵니다.</p><h3 data-block-key="7me0h"><b><br/>오늘 바로 사용해 보세요.</b></h3><ul><li data-block-key="98a1k"><a href="https://colab.research.google.com/github/pair-code/model-alignment/blob/main/notebooks/Gemma_for_Model_Alignment.ipynb">Colab</a>에서 대화형 데모를 실험하고, Gemini가 Gemma에 대한 프롬프트를 정렬하고 개선하는 데 어떻게 도움을 줄 수 있는지 살펴보세요.</li></ul><p data-block-key="iila"></p><ul><li data-block-key="3f4c9"><a href="https://pypi.org/project/model-alignment/">PyPI</a>에서 라이브러리에 액세스하세요.</li></ul><p data-block-key="2j4bu"></p><ul><li data-block-key="11der">Vertex AI Studio에서 <a href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/ai-powered-prompt-writing#refine_prompts">Refine Prompt</a>로 이러한 방법을 활용하세요.</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>Prompt Debugging: Google Cloud에서 LIT 배포를 간소화하세요.</b></h2><p data-block-key="5oati"><a href="https://pair-code.github.io/lit/tutorials/sequence-salience/">디버깅 프롬프트</a>는 책임감 있는 AI 개발에 필수적입니다. <a href="https://codelabs.developers.google.com/codelabs/responsible-ai/lit-on-gcp">Google Cloud의 LIT(Learning Interpretability Tool)</a>를 위한 향상된 배포 환경으로 Prompt Debugging이 더 쉽고 빨라졌습니다.</p><p data-block-key="tmta"></p><ul><li data-block-key="6lo21"><b>효율적인 다목적 모델 제공:</b> Cloud Run GPU에서의 생성, 토큰화, 중요도 점수화를 위한 지원과 더불어 LIT의 새로운 모델 서버 컨테이너를 활용해서 Hugging Face 또는 Keras LLM을 배포하세요.</li></ul><p data-block-key="i90c"></p><ul><li data-block-key="1vnga"><b>LIT 앱에서 확장된 연결성:</b> Vertex API를 통해 독립 호스트 모델 또는 Gemini에 원활하게 연결해 보세요(생성 전용).</li></ul><p data-block-key="5mi6u"></p><ul><li data-block-key="1fmko"><b>자세히 알아보기:</b> <a href="https://ai.google.dev/responsible/docs/alignment/lit">Responsible GenAI Toolkit 웹사이트</a>에서 책임감 있는 모델 정렬을 위한 LIT의 기능을 살펴보세요.</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 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