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<title>🤗 Open-source AI: year in review 2024</title> |
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<div class="intro"> |
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<h1>🤗 Open-source AI: year in review 2024</h1> |
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<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> |
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1: ` |
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<h2>Day 1 - Six Predictions for AI in 2025 (and a review of how my 2024 predictions turned out)</h2> |
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<div style="display: flex; align-items: center; margin-bottom: 20px;"> |
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<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/1583857146757-5e67bdd61009063689407479.jpeg" style="width: 60px; height: 60px; border-radius: 50%; margin-right: 15px;"> |
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<div> |
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<strong><a href="https://huggingface.co/clem" style="color: inherit; text-decoration: underline;">Clément Delangue</a></strong><br> |
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<em>Hugging Face CEO</em> |
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</div> |
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</div> |
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<h3>Predictions for 2025</h3> |
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<ol> |
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<li>There will be the first major public protest related to AI</li> |
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<li>A big company will see its market cap divided by two or more because of AI</li> |
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<li>At least 100,000 personal AI robots will be pre-ordered</li> |
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<li>China will start to lead the AI race (as a consequence of leading the open-source AI race)</li> |
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<li>There will be big breakthroughs in AI for biology and chemistry</li> |
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<li>We will begin to see the economic and employment growth potential of AI, with 15M AI builders on Hugging Face</li> |
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</ol> |
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<h3>2024 Predictions Review</h3> |
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<ul> |
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<li>A hyped AI company will go bankrupt or get acquired for a ridiculously low price<br> |
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✅ (Inflexion, AdeptAI,...)</li> |
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<li>Open-source LLMs will reach the level of the best closed-source LLMs<br> |
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✅ with QwQ and dozens of others</li> |
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<li>Big breakthroughs in AI for video, time-series, biology and chemistry<br> |
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✅ for video 🔴for time-series, biology and chemistry</li> |
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<li>We will talk much more about the cost (monetary and environmental) of AI<br> |
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✅Monetary 🔴Environmental (😢)</li> |
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<li>A popular media will be mostly AI-generated<br> |
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✅ with NotebookLM by Google</li> |
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<li>10 millions AI builders on Hugging Face leading to no increase of unemployment<br> |
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🔜currently 7M of AI builders on Hugging Face</li> |
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</ul> |
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<p style="margin-top: 30px;"><i>Join the conversation about Clem's predictions for 2025:</i></p> |
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<ul style="list-style-type: none; padding-left: 0;"> |
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<li>✦ <a href="https://huggingface.co/posts/clem/703679306559358" style="color: inherit; text-decoration: underline;" target="_blank">Hugging Face</a></li> |
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<li>✦ <a href="https://x.com/ClementDelangue/status/1863576648253091934" style="color: inherit; text-decoration: underline;" target="_blank">X</a></li> |
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<li>✦ <a href="https://www.linkedin.com/in/clementdelangue/" style="color: inherit; text-decoration: underline;" target="_blank">LinkedIn</a></li> |
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<li>✦ <a href="https://bsky.app/profile/clem.hf.co/post/3lcdceiv7vk2h" style="color: inherit; text-decoration: underline;" target="_blank">Bluesky</a></li> |
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</ul> |
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`, |
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2: ` |
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<h2>Most liked and downloaded models, from 2022 to today</h2> |
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<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> |
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<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> |
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<div class="responsive-iframe-container"> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/model/treemap" allowfullscreen></iframe> |
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</div> |
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`, |
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3: ` |
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<h2>Fast & Furious model releases</h2> |
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<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> |
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<div class="responsive-iframe-container"> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/author/racechart" allowfullscreen></iframe> |
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</div> |
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`, |
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4: ` |
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<h2>Zero to One (Million Models)</h2> |
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<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> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/tag/stacked-model-count-other" allowfullscreen></iframe> |
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`, |
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5: ` |
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<h2>The HF Network: What your likes say about you</h2> |
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<p>Network connections between users’ favourite models.</p> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/model/network-small" allowfullscreen></iframe> |
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</div> |
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`, |
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6: ` |
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<h2>33 Months of Models, per Task</h2> |
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<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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<div class="responsive-iframe-container"> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/pipeline/racechart2" allowfullscreen></iframe> |
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</div> |
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`, |
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7: ` |
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<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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</div> |
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`, |
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8: ` |
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<h2>Average daily downloads for the top 100 trending models for Dec 9 2024</h2> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/model/treemap-top-100-trending" allowfullscreen></iframe> |
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</div> |
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`, |
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9: ` |
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<h2>NeurIPS Noel: Unwrapping the Keywords of AI's Holiday Spirit</h2> |
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<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 class="responsive-iframe-container"> |
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<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> |
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<iframe src="https://aiworld.eu/embed/model/model/keywords-neurips" allowfullscreen></iframe> |
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</div> |
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`, |
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10: ` |
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<h2>The Great AI Bake-Off: Which Field is Rising?</h2> |
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<p>This stacked chart shows the evolution of the number of research papers on Hugging Face</p> |
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<div class="responsive-iframe-container"> |
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<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> |
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<iframe src="https://aiworld.eu/embed/api/paper/hf_papers_stacked" allowfullscreen></iframe> |
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</div> |
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`, |
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11: ` |
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<h2>Day 11</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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12: ` |
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<h2>Day 12</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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13: ` |
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<h2>Day 13</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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14: ` |
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<h2>Day 14</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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15: ` |
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<h2>Day 15</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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16: ` |
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<h2>Day 16</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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17: ` |
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<h2>Day 17</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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18: ` |
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<h2>Day 18</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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19: ` |
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<h2>Day 19</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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20: ` |
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<h2>Day 20</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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21: ` |
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<h2>Day 21</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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22: ` |
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<h2>Day 22</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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23: ` |
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<h2>Day 23</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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`, |
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24: ` |
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<h2>Day 24</h2> |
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<p>Wondering what tomorrow’s visualization will be? Like the space to get notified when we reveal it 🤗</p> |
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<img src="/images/day3-teaser.png" style="width: 100%; margin: 20px 0;"> |
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` |
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}; |
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1: "🔮<br>Clem's2025 predictions", |
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2: "❤️<br>Most liked & downloaded models", |
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3: "🏎️<br>Fast & Furious model releases", |
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4: "🚀<br>Zero to One (Million Models)", |
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5: "🤗<br>What your likes say about you?", |
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6: "🏷️<br>Tasks on tasks on tasks", |
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7: "🌍<br>Global top 500 model creators", |
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8: "📈<br>Average daily downloads", |
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9: "🎄<br>NeurIPS Noel", |
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10: "🎂<br>The Great AI Bake-Off", |
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