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<!doctype html>
<html lang="en">
<head>
  <meta charset="utf-8">
  <meta name="viewport" content="width=device-width, initial-scale=1">
  <meta name="description" content="AETHORIA AI — efficient and accessible artificial intelligence research.">
  <title>AETHORIA AI</title>
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</head>
<body>
  <main>
    <header>
      <div class="identity">
        <img class="logo" src="https://aethoria-ai-readme.static.hf.space/logo.png?v=3" alt="AETHORIA AI panda logo">
        <div>
          <h1>AETHORIA AI</h1>
          <p class="tagline">Open, efficient AI research</p>
        </div>
      </div>
      <nav aria-label="Organization links">
        <a class="link" href="https://www.complexity-ai.fr/" target="_blank" rel="noreferrer">Website</a>
        <a class="link" href="https://github.com/Complexity-ML" target="_blank" rel="noreferrer">GitHub</a>
        <a class="link" href="https://doi.org/10.21203/rs.3.rs-10788774/v1" target="_blank" rel="noreferrer">Paper</a>
        <a class="link" href="https://discord.gg/EyDqXqpxWu" target="_blank" rel="noreferrer">Discord</a>
      </nav>
    </header>

    <img class="banner" src="https://aethoria-ai-readme.static.hf.space/banner.png?v=2" alt="Panda observing an artificial intelligence display">

    <p class="intro">Community-led research into compact language models, token-identity hash routing, multimodal generation and accessible training systems.</p>

    <p class="label">Featured project</p>
    <a class="project" href="https://huggingface.co/AETHORIA-AI/TR-HASH-MoE-200M-160B-SFT" target="_blank" rel="noreferrer">
      <div>
        <h2>TR-HASH MoE 200M — Full SFT</h2>
        <p>Released full-parameter assistant checkpoint trained for three epochs on the audited 300K-example SFT v2 mixture, from the approximately 162B source-token lineage.</p>
        <div class="chips">
          <span class="chip">201.2M parameters</span>
          <span class="chip">300K SFT examples</span>
          <span class="chip">Full-parameter SFT</span>
          <span class="chip">Released</span>
        </div>
      </div>
      <span class="arrow" aria-hidden="true">→</span>
    </a>
    <p class="paper-note">Research paper: <a href="https://doi.org/10.21203/rs.3.rs-10788774/v1" target="_blank" rel="noreferrer">DOI 10.21203/rs.3.rs-10788774/v1</a></p>

    <p class="label" style="margin-top: 22px;">Vision research</p>
    <a class="project" href="https://huggingface.co/AETHORIA-AI/TR-HASH-Vision-v8-2M-COCO-SFT" target="_blank" rel="noreferrer">
      <div>
        <h2>TR-HASH Vision v8</h2>
        <p>MoE-based hierarchical vision transformer, initialized randomly and trained end-to-end on COCO 2017 at 640 px, without external detector, classification backbone or pretrained weights. 50 epochs of pretraining, then 12 epochs of supervised refinement.</p>
        <div class="chips">
          <span class="chip">2.59M parameters</span>
          <span class="chip">COCO from scratch</span>
          <span class="chip">mAP50 32.5%</span>
          <span class="chip">mAP50-95 20.05%</span>
        </div>
      </div>
      <span class="arrow" aria-hidden="true">→</span>
    </a>

    <p class="label" style="margin-top: 22px;">
      <a href="https://huggingface.co/collections/AETHORIA-AI/complexity-atlas-datasets-6a78cbbb14fd2a10462abf80" target="_blank" rel="noreferrer">Datasets →</a>
    </p>
    <section class="dataset-grid" aria-label="Complexity Atlas datasets">
      <a class="dataset" href="https://huggingface.co/datasets/AETHORIA-AI/complexity-atlas-posttrain" target="_blank" rel="noreferrer">
        <strong>Atlas Posttrain</strong>
        <span>Text instruction and chat SFT corpus</span>
      </a>
      <a class="dataset" href="https://huggingface.co/datasets/AETHORIA-AI/complexity-atlas-images" target="_blank" rel="noreferrer">
        <strong>Atlas Images</strong>
        <span>336K provenance-aware image-text pairs</span>
      </a>
      <a class="dataset" href="https://huggingface.co/datasets/AETHORIA-AI/complexity-atlas-image-edits" target="_blank" rel="noreferrer">
        <strong>Atlas Image Edits</strong>
        <span>336K instruction-guided editing triplets</span>
      </a>
    </section>

    <footer>AETHORIA AI · Build, measure, share.</footer>
  </main>
</body>
</html>