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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Optitransfer -- Convergent intelligence infrastructure. Deterministic merge for AI model weights, datasets, and agent memory. Patent pending." />
<meta name="keywords" content="crdt-merge, model merging, CRDT, conflict-free, deterministic, distributed systems, federated learning, agent memory, neural networks, convergence, Byzantine fault tolerance, provenance, order-independent, safetensors, pytorch" />
<meta name="author" content="Ryan Gillespie" />
<meta property="og:title" content="Optitransfer" />
<meta property="og:description" content="Convergent intelligence infrastructure. Deterministic, provably correct merge for AI model weights, datasets, and agent memory." />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://huggingface.co/OptiTransferData" />
<title>Optitransfer</title>
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</style>
</head>
<body>
<div class="container">

  <header class="header">
    <h1>Optitransfer</h1>
    <p class="tagline">
      Convergent intelligence infrastructure.<br />
      The mathematical layer where distributed AI systems merge, verify, and evolve.
    </p>
    <code class="install">pip install crdt-merge</code>
    <div class="badges">
      <a href="https://pypi.org/project/crdt-merge/"><img src="https://img.shields.io/pypi/v/crdt-merge?label=PyPI&color=blue" alt="PyPI" /></a>
      <a href="https://pepy.tech/projects/crdt-merge"><img src="https://img.shields.io/pypi/dm/crdt-merge?label=downloads&color=brightgreen" alt="Downloads" /></a>
      <a href="https://github.com/mgillr/crdt-merge"><img src="https://img.shields.io/badge/tests-4%2C498-brightgreen" alt="Tests" /></a>
      <a href="https://github.com/mgillr/crdt-merge/blob/main/LICENSE"><img src="https://img.shields.io/badge/BSL%201.1-orange" alt="License" /></a>
    </div>
  </header>

  <div class="section">
    <h2>At a Glance</h2>
    <div class="stats">
      <div class="stat">
        <div class="number">26</div>
        <div class="label">Strategies</div>
      </div>
      <div class="stat">
        <div class="number">4,498</div>
        <div class="label">Tests</div>
      </div>
      <div class="stat">
        <div class="number">38.8x</div>
        <div class="label">Acceleration</div>
      </div>
      <div class="stat">
        <div class="number">4</div>
        <div class="label">Languages</div>
      </div>
    </div>
  </div>

  <div class="section">
    <h2>Research Directions</h2>
    <ul class="research-list">
      <li>Convergent model merging at arbitrary scale</li>
      <li>Distributed trust and Byzantine-resilient verification</li>
      <li>Cryptographic provenance for merge decisions</li>
      <li>Knowledge acquisition without catastrophic forgetting</li>
      <li>Coordination without central arbiters</li>
    </ul>
  </div>

  <div class="section">
    <h2>Demonstrations</h2>
    <div class="spaces">
      <a href="https://huggingface.co/spaces/Optitransfer/crdt-merge" class="space">
        <div>
          <div class="name">crdt-merge</div>
          <div class="desc">Merge real models with full provenance</div>
        </div>
        <span class="arrow">&rarr;</span>
      </a>
      <a href="https://huggingface.co/spaces/Optitransfer/convergence-lab" class="space">
        <div>
          <div class="name">Convergence Lab</div>
          <div class="desc">26 strategies, convergence visualisation, experiments</div>
        </div>
        <span class="arrow">&rarr;</span>
      </a>
      <a href="https://huggingface.co/spaces/Optitransfer/crdt-merge-data" class="space">
        <div>
          <div class="name">Data Playground</div>
          <div class="desc">CRDT merging on tabular data</div>
        </div>
        <span class="arrow">&rarr;</span>
      </a>
      <a href="https://huggingface.co/spaces/Optitransfer/crdt-merge-federation" class="space">
        <div>
          <div class="name">Federation</div>
          <div class="desc">Multi-node gossip convergence</div>
        </div>
        <span class="arrow">&rarr;</span>
      </a>
    </div>
  </div>

  <div class="section">
    <h2>Links</h2>
    <div class="links">
      <a href="https://github.com/mgillr/crdt-merge" class="link-card">
        <div class="label">Source</div>
        <div class="value">GitHub</div>
      </a>
      <a href="https://github.com/mgillr/crdt-merge/blob/main/paper/CRDT_Merge_ArXiv.pdf" class="link-card">
        <div class="label">Paper</div>
        <div class="value">ArXiv PDF</div>
      </a>
      <a href="https://pypi.org/project/crdt-merge/" class="link-card">
        <div class="label">Package</div>
        <div class="value">PyPI</div>
      </a>
      <a href="https://crates.io/crates/crdt-merge" class="link-card">
        <div class="label">Rust</div>
        <div class="value">crates.io</div>
      </a>
      <a href="https://clickpy.clickhouse.com/dashboard/crdt-merge" class="link-card">
        <div class="label">Analytics</div>
        <div class="value">ClickPy</div>
      </a>
      <a href="https://pepy.tech/projects/crdt-merge" class="link-card">
        <div class="label">Downloads</div>
        <div class="value">PePy</div>
      </a>
    </div>
  </div>

  <footer class="footer">
    <p>Switzerland &middot; <a href="mailto:data@optitransfer.ch">data@optitransfer.ch</a> &middot; Patent Pending (GB 2607132.4)</p>
  </footer>

</div>
</body>
</html>