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harmonisation legislation</div></a></li> <li id="menu-item-1591" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1591"><a href="https://ai-act-law.eu/annex/2/">Annex II<div class="menu-item-description">List of criminal offences referred to in Article 5(1), first subparagraph, point (h)(iii)</div></a></li> <li id="menu-item-1592" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1592"><a href="https://ai-act-law.eu/annex/3/">Annex III<div class="menu-item-description">High-risk AI systems referred to in Article 6(2)</div></a></li> <li id="menu-item-1593" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1593"><a href="https://ai-act-law.eu/annex/4/">Annex IV<div class="menu-item-description">Technical documentation referred to in Article 11(1)</div></a></li> <li id="menu-item-1595" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1595"><a href="https://ai-act-law.eu/annex/5/">Annex 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AI models</div></a></li> <li id="menu-item-1601" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1601"><a href="https://ai-act-law.eu/annex/12/">Annex XII<div class="menu-item-description">Transparency information referred to in Article 53(1), point (b) – technical documentation for providers of general-purpose AI models to downstream providers that integrate the model into their AI system</div></a></li> <li id="menu-item-1602" class="menu-item menu-item-type-post_type menu-item-object-annex menu-item-1602"><a href="https://ai-act-law.eu/annex/13/">Annex XIII<div class="menu-item-description">Criteria for the designation of general-purpose AI models with systemic risk referred to in Article 51</div></a></li> </ul></nav></nav> </div> <div id="widget-area" class="widget-area" role="complementary"> <aside id="text-2" class="widget-1 no-widget-title widget widget_text"><h2 class="widget-title">Imprint</h2> <div class="textwidget"><p><a class="imprint" href="https://ai-act-law.eu/imprint-privacy-policy/">Imprint | Privacy Policy | Liability</a></p> </div> </aside> </div> </div> </div> <div id="content" class="site-content"> <div id="primary" class="content-area"> <main id="main" class="site-main" role="main"> <article id="post-1298" class="annex-en-order-number-11 post-1298 annex type-annex status-publish hentry"> <header class="entry-header"> <h1 class="entry-title"><span class="dsgvo-number">Annex XI </span><span class="dsgvo-title">Technical documentation referred to in Article 53(1), point (a) – technical documentation for providers of general-purpose AI models</span></h1> </header> <div class="entry-content"> <p><strong>Section 1 – Information to be provided by all providers of general-purpose AI models</strong></p> <p>The technical documentation referred to in <a href="https://ai-act-law.eu/article/53/">Article 53(1)</a>, point (a) shall contain at least the following information as appropriate to the size and risk profile of the model:</p> <ol> <li>A general description of the general-purpose AI model including: <ol> <li>the tasks that the model is intended to perform and the type and nature of AI systems in which it can be integrated;</li> <li>the acceptable use policies applicable;</li> <li>the date of release and methods of distribution;</li> <li>the architecture and number of parameters;</li> <li>the modality (e.g. text, image) and format of inputs and outputs;</li> <li>the licence.</li> </ol> </li> <li>A detailed description of the elements of the model referred to in point 1, and relevant information of the process for the development, including the following elements: <ol> <li>the technical means (e.g. instructions of use, infrastructure, tools) required for the general-purpose AI model to be integrated in AI systems;</li> <li>the design specifications of the model and training process, including training methodologies and techniques, the key design choices including the rationale and assumptions made; what the model is designed to optimise for and the relevance of the different parameters, as applicable;</li> <li>information on the data used for training, testing and validation, where applicable, including the type and provenance of data and curation methodologies (e.g. cleaning, filtering, etc.), the number of data points, their scope and main characteristics; how the data was obtained and selected as well as all other measures to detect the unsuitability of data sources and methods to detect identifiable biases, where applicable;</li> <li>the computational resources used to train the model (e.g. number of floating point operations ), training time, and other relevant details related to the training;</li> <li>known or estimated energy consumption of the model. </li> </ol> <p> With regard to point (e), where the energy consumption of the model is unknown, the energy consumption may be based on information about computational resources used.</li> </ol> <p><strong>Section 2 – Additional information to be provided by providers of general-purpose AI models with systemic risk</strong></p> <ol> <li>A detailed description of the evaluation strategies, including evaluation results, on the basis of available public evaluation protocols and tools or otherwise of other evaluation methodologies. Evaluation strategies shall include evaluation criteria, metrics and the methodology on the identification of limitations.</li> <li>Where applicable, a detailed description of the measures put in place for the purpose of conducting internal and/or external adversarial testing (e.g. red teaming), model adaptations, including alignment and fine-tuning.</li> <li>Where applicable, a detailed description of the system architecture explaining how software components build or feed into each other and integrate into the overall processing.</li> </ol> <div class="page-navigation"> <div class="alignleft"> <a href="https://ai-act-law.eu/annex/10/" title="Annex X - Union legislative acts on large-scale IT systems in the area of Freedom, Security and Justice"> <span class="previous-page">←</span>Annex X </a> </div> <div class="alignright"> <a href="https://ai-act-law.eu/annex/12/" title="Annex XII - Transparency information referred to in Article 53(1), point (b) – technical documentation for providers of general-purpose AI models to downstream providers that integrate the model into their AI system"> Annex XII<span class="next-page">→</span> </a> </div> </div> <div class="link-to-overview"> <a class="btn btn-primary" role="button" href="https://ai-act-law.eu/annex/" rel="home">All annexes</a> </div> <div class="feedback hidden-print"> <span class="feedback-title"><a href="https://ai-act-law.eu/gf/?TB_iframe=true&height=315" title="Your message" class="thickbox">Report error</a></span> </div> </div> </article> </main> </div> </div> <footer id="colophon" class="site-footer" role="contentinfo"> <div class="site-info"> <div id="widget-area" class="widget-area" role="complementary"> <aside id="media_image-2" class="widget-1 ics-logo-footer no-widget-title widget widget_media_image"><h2 class="widget-title">Logo</h2><a href="https://www.intersoft-consulting.de" target="_blank"><img width="320" height="82" src="https://ai-act-law.eu/wp-content/uploads/2024/04/logo-ics.jpg" class="image wp-image-15 attachment-full size-full" alt="" style="max-width: 100%; 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