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    <title>🤗 Open-source AI: year in review 2024</title>
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        <h1>🤗 Open-source AI: year in review 2024</h1>
        <p>We're excited to share what's been happening in AI this year—with a twist! In collaboration with <a href="https://aiworld.eu" target="_blank">aiworld.eu</a>, starting December 2, we'll release fresh content daily to share insights on what happened in open-source AI in 2024. Like the space to be notified when we release the next data! <img src="logos/huggingface_logo-noborder.svg" width="20"> <img src="logos/aiworld.svg" width="20"></p>
    </div>

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    1: `
        <h2>Day 1 - Six Predictions for AI in 2025 (and a review of how my 2024 predictions turned out)</h2>
        <div style="display: flex; align-items: center; margin-bottom: 20px;">
            <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/1583857146757-5e67bdd61009063689407479.jpeg" style="width: 60px; height: 60px; border-radius: 50%; margin-right: 15px;">
            <div>
                <strong><a href="https://huggingface.co./clem" style="color: inherit; text-decoration: underline;">Clément Delangue</a></strong><br>
                <em>Hugging Face CEO</em>
            </div>
        </div>
            <h3>Predictions for 2025</h3>
            <ol>
                <li>There will be the first major public protest related to AI</li>
                <li>A big company will see its market cap divided by two or more because of AI</li>
                <li>At least 100,000 personal AI robots will be pre-ordered</li>
                <li>China will start to lead the AI race (as a consequence of leading the open-source AI race)</li>
                <li>There will be big breakthroughs in AI for biology and chemistry</li>
                <li>We will begin to see the economic and employment growth potential of AI, with 15M AI builders on Hugging Face</li>
            </ol>

            <h3>2024 Predictions Review</h3>
            <ul>
                <li>A hyped AI company will go bankrupt or get acquired for a ridiculously low price<br>
                ✅ (Inflexion, AdeptAI,...)</li>
                <li>Open-source LLMs will reach the level of the best closed-source LLMs<br>
                ✅ with QwQ and dozens of others</li>
                <li>Big breakthroughs in AI for video, time-series, biology and chemistry<br>
                ✅ for video 🔴for time-series, biology and chemistry</li>
                <li>We will talk much more about the cost (monetary and environmental) of AI<br>
                ✅Monetary 🔴Environmental (😢)</li>
                <li>A popular media will be mostly AI-generated<br>
                ✅ with NotebookLM by Google</li>
                <li>10 millions AI builders on Hugging Face leading to no increase of unemployment<br>
                🔜currently 7M of AI builders on Hugging Face</li>
            </ul>

            <p style="margin-top: 30px;"><i>Join the conversation about Clem's predictions for 2025:</i></p>
            <ul style="list-style-type: none; padding-left: 0;">
                <li>✦ <a href="https://huggingface.co./posts/clem/703679306559358" style="color: inherit; text-decoration: underline;" target="_blank">Hugging Face</a></li>
                <li>✦ <a href="https://x.com/ClementDelangue/status/1863576648253091934" style="color: inherit; text-decoration: underline;" target="_blank">X</a></li>
                <li>✦ <a href="https://www.linkedin.com/in/clementdelangue/" style="color: inherit; text-decoration: underline;" target="_blank">LinkedIn</a></li>
                <li>✦ <a href="https://bsky.app/profile/clem.hf.co/post/3lcdceiv7vk2h" style="color: inherit; text-decoration: underline;"  target="_blank">Bluesky</a></li>
            </ul>
    `,
    2: `
        <h2>Most liked and downloaded models, from 2022 to today</h2>
        <p>Explore the community's favourite models, ranging from tasks, likes to downloads, since 2022. What we're seeing: smol models are on the rise.📈👀</p>
        <p><em style="font-size: 0.8em;">💡Tip: Click the small square icon in the top right corner to access full screen view!</em></p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/model/model/treemap" allowfullscreen></iframe>
        </div>
    `,
    3: `
        <h2>Fast & Furious model releases</h2>
        <p>This race chart shows cumulative likes for models over the first 48 weeks of 2024, with Meta (US), Stability (UK) and Black Forest Labs (GER) leading the pack.</p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/model/author/racechart" allowfullscreen></iframe>
        </div>
    `,
    4: `
        <h2>Zero to One (Million Models)</h2>
        <p>This exponential growth chart tracks the Hugging Face community's journey from just a few thousand models in 2022 to surpassing the million-model milestone today.</p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/model/tag/stacked-model-count-other" allowfullscreen></iframe>
        </div>
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    5: `
        <h2>The HF Network: What your likes say about you</h2>
        <p>Network connections between users’ favourite models.</p>
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    6: `
        <h2>33 Months of Models, per Task</h2>
        <p>Over the last 33 months, more than 1.1M models have been created for 53 specialized tasks. Watch until the end to see which task reigns supreme. 👀 <em>(Hint: this task makes up nearly half the models on the Hub.)</em></p>
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            <iframe src="https://aiworld.eu/embed/model/pipeline/racechart2" allowfullscreen></iframe>
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    7: `
        <h2>The global top 500 model creators on the Hub</h2>
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            <iframe src="https://aiworld.eu/embed/map_country_data" allowfullscreen></iframe>
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    8: `
        <h2>Average daily downloads for the top 100 trending models for Dec 9 2024</h2>
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    9: `
        <h2>NeurIPS Noel: Unwrapping the Keywords of AI's Holiday Spirit</h2>
        <p>Analyzing keywords from 4,495 papers accepted at NeurIPS 2024 and how the top 40 words co-occur within the same papers.</p>
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        </div>    
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    10: `
        <h2>The Great AI Bake-Off: Which Field is Rising?</h2>
        <p>This stacked chart shows the evolution of the number of research papers on Hugging Face</p>
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        </div> 

    `,
    11: `
        <h2>Paper Trail: Top upvoted papers on the Hub</h2>
        <p>This table presents the 20 most upvoted papers on HF in 2024 that are also presented at NeurIPS this year. The yellow labels identify the top three!</p>
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    `,
    12: `
        <h2>China & US dominating AI research</h2>
        <p>This year's NeurIPS papers mapped to interesting domains with author affiliations grouped into US, Chinese, European and the rest of the world</p>
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            <iframe src="https://aiworld.eu/embed/sankey" allowfullscreen></iframe>
        </div>
    `,
    13: `
        <h2>The NeurIPS Class of 2024: Leading Research Institutions</h2>
        <p>Explore which institutions are leading AI research through their contributions to NeurIPS 2024, by region</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/top_100_orgs_spotlight_oral" allowfullscreen></iframe>
        </div>
    `,
    14: `
        <h2>Machine Vision's Reign: Top Research Topics at NeurIPS 2022-2024</h2>
        <p>Explore how research priorities have evolved at NeurIPS, with rankings of top categories by number of papers for each year.</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/ranking_of_primary_areas" allowfullscreen></iframe>
        </div>
        `,
    15: `
        <h2>The Economic Case for Open-Source AI</h2>
        <p>Leading economists highlight key aspects of open-source AI, from innovation drivers to regulatory considerations, in <a href="https://open.mozilla.org/economists/" target="_blank">a joint statement published by the Mozilla Foundation</a> supporting open-source's critical role in technological progress.</p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/datasets_wheel" allowfullscreen></iframe>
        </div>    
        `,
    16: `
        <h2>The Dataset Boom: How Different AI Fields Grow on Hugging Face</h2>
        <p>Watch the explosive growth of datasets across categories, with Reinforcement Learning and Robotics showing remarkable acceleration. <em>Note: Some datasets appear in multiple categories.</em></p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/api/data/stacked" allowfullscreen></iframe>
        </div>
        `,
    17: `
        <h2>Permission Granted: most used licenses across the Hub</h2>
        <p>Of the models that specify a license on the Hub, nearly 60% use permissive open-source licenses like Apache and MIT. Licenses are a crucial tool for giving developers flexible control over how their AI models are shared and used.</p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/api/model/license/treemap" allowfullscreen></iframe>
        </div>
    `,
    18: `
        <h2>Dataset Darlings: Most Liked Datasets of 2024</h2>
        <p>From instruction-following and creative writing to scientific research and video understanding, explore the diverse datasets powering AI development. Note: Snapshot as of November 2024.</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/datasets/wheels" allowfullscreen></iframe>
        </div>  
    `,
    19: `
        <h2>The Narrowing Gap: Open Source vs Closed Source AI</h2>
        <p>Performance comparison between closed-source and open-weight models from 2023-2024, showing open source AI closing the capability gap while maintaining smaller model sizes. Bubble size indicates number of parameters.</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/sota" allowfullscreen></iframe>
        </div>
        `,
    20: `
        <h2>Babel in the Machine: Language Distribution across Hugging Face Datasets</h2>
        <p>A treemap visualization showing the percentage distribution of languages in datasets available on the Hugging Face Hub, color-coded by language families.</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/api/languages/treemap-datasets" allowfullscreen></iframe>
        </div>
    `,
    21: `
        <h2>The Circle of Sharing: How Open Datasets Power AI Innovation</h2>
        <p>A Sankey diagram illustrating the flow from top open-source datasets through AI organizations to their derivative models, showcasing the collaborative nature of AI development.</p>
        <div class="responsive-iframe-container">
            <button onclick="toggleBrowserFullscreen(this.parentElement)" style="position: absolute; top: 10px; right: 10px; z-index: 10; padding: 8px; background: rgba(0,0,0,0.6); color: white; border: none; border-radius: 4px; cursor: pointer;">⛶</button>
            <iframe src="https://aiworld.eu/embed/sankey2" allowfullscreen></iframe>
        </div>
    `,
    22: `
        <h2>December Stars: Top Trending Spaces on Hugging Face</h2>
        <p>The 12 most popular Spaces on the Hub in December 2024, including virtual try-on, style shaping, and audio tools. Each star represents a Space with its creator.</p>
        <div class="responsive-iframe-container">
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            <iframe src="https://aiworld.eu/embed/api/spaces/christmas-lights" allowfullscreen></iframe>
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    `,
    23: `
        <h2>Mapping AI's Languages of Models & Datasets</h2>
        <p>Distribution of AI content across languages on the Hub, showing both models (blue) and datasets (yellow) per language.</p>
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            <iframe src="https://aiworld.eu/embed/api/languages/diverging-bar-chart" allowfullscreen></iframe>
        </div>
    `,
    24: `
        <h2>Day 24</h2>
        <p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p>
        <img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;">
    `
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            4: "🚀<br>Zero to One (Million Models)",
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            19: "🎯<br>Closing the Gap",
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            card.addEventListener('click', () => {
                card.classList.add('opened');
                modalContent.innerHTML = card.querySelector('.card-content').innerHTML;
                modal.style.display = 'flex';
            });
        });

        // Close modal
        closeButton.addEventListener('click', () => {
            modal.style.display = 'none';
        });

        modal.addEventListener('click', (e) => {
            if (e.target === modal) {
                modal.style.display = 'none';
            }
        });

        // Add fullscreen function
        function toggleBrowserFullscreen(container) {
            container.classList.toggle('browser-fullscreen');
        }

        // Add this code after your existing event listeners
        // Handle direct links to cards
        window.addEventListener('load', () => {
            const params = new URLSearchParams(window.location.search);
            const day = params.get('day');
            if (day) {
                const card = document.querySelector(`[data-day="${day}"]`);
                if (card) {
                    card.click(); // Automatically open the modal for the linked card
                }
            }
        });
    </script>
</body>
</html>