Spaces:
Configuration error
Configuration error
File size: 9,906 Bytes
93934a8 dec4cee 87a42bf dec4cee 87a42bf dec4cee bbce1fc dec4cee bbce1fc dec4cee 87a42bf dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee 87a42bf bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc 87a42bf dec4cee 87a42bf bbce1fc dec4cee bbce1fc dec4cee bbce1fc 87a42bf dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc 87a42bf dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee 87a42bf dec4cee bbce1fc dec4cee bbce1fc dec4cee bbce1fc dec4cee 87a42bf bbce1fc dec4cee bbce1fc 93934a8 dec4cee 93934a8 dec4cee 87a42bf bbce1fc dec4cee 87a42bf dec4cee 1d289b2 93934a8 dec4cee 87a42bf dec4cee 93934a8 dec4cee 87a42bf dec4cee 87a42bf dec4cee 87a42bf dec4cee 87a42bf dec4cee 93934a8 dec4cee 87a42bf dec4cee 87a42bf dec4cee 93934a8 dec4cee 87a42bf dec4cee 93934a8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 | <!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>
<style>
:root {
--bg: #0a0a0a;
--surface: #111113;
--border: #1e1e22;
--text: #e4e4e7;
--muted: #71717a;
--accent: #a1a1aa;
--mono: 'SF Mono', 'Cascadia Code', 'Fira Code', Consolas, monospace;
--sans: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
}
* { margin: 0; padding: 0; box-sizing: border-box; }
body {
font-family: var(--sans);
background: var(--bg);
color: var(--text);
line-height: 1.6;
-webkit-font-smoothing: antialiased;
}
.container {
max-width: 720px;
margin: 0 auto;
padding: 4rem 2rem;
}
.header {
text-align: center;
margin-bottom: 4rem;
}
.header h1 {
font-size: 1.75rem;
font-weight: 500;
letter-spacing: 0.08em;
text-transform: uppercase;
color: var(--accent);
margin-bottom: 1rem;
}
.header .tagline {
font-size: 1.05rem;
color: var(--muted);
font-weight: 400;
max-width: 480px;
margin: 0 auto;
}
.header .install {
margin-top: 2rem;
display: inline-block;
font-family: var(--mono);
font-size: 0.875rem;
color: var(--text);
background: var(--surface);
border: 1px solid var(--border);
padding: 0.6rem 1.5rem;
border-radius: 6px;
}
.badges {
display: flex;
justify-content: center;
gap: 0.5rem;
flex-wrap: wrap;
margin-top: 1.5rem;
}
.badges a { opacity: 0.85; transition: opacity 0.2s; }
.badges a:hover { opacity: 1; }
.section { margin-bottom: 3rem; }
.section h2 {
font-size: 0.75rem;
font-weight: 600;
letter-spacing: 0.12em;
text-transform: uppercase;
color: var(--muted);
margin-bottom: 1.25rem;
padding-bottom: 0.5rem;
border-bottom: 1px solid var(--border);
}
.stats {
display: grid;
grid-template-columns: repeat(4, 1fr);
gap: 1rem;
text-align: center;
}
.stat .number {
font-family: var(--mono);
font-size: 1.5rem;
font-weight: 600;
color: var(--text);
}
.stat .label {
font-size: 0.7rem;
font-weight: 500;
letter-spacing: 0.08em;
text-transform: uppercase;
color: var(--muted);
margin-top: 0.25rem;
}
.links {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 1rem;
}
.link-card {
background: var(--surface);
border: 1px solid var(--border);
border-radius: 8px;
padding: 1.25rem;
text-decoration: none;
color: var(--text);
transition: border-color 0.2s, transform 0.15s;
display: block;
}
.link-card:hover {
border-color: var(--accent);
transform: translateY(-1px);
}
.link-card .label {
font-size: 0.7rem;
font-weight: 600;
letter-spacing: 0.1em;
text-transform: uppercase;
color: var(--muted);
margin-bottom: 0.35rem;
}
.link-card .value { font-size: 0.95rem; }
.spaces { display: grid; gap: 0.75rem; }
.space {
display: flex;
justify-content: space-between;
align-items: center;
background: var(--surface);
border: 1px solid var(--border);
border-radius: 8px;
padding: 1rem 1.25rem;
text-decoration: none;
color: var(--text);
transition: border-color 0.2s;
}
.space:hover { border-color: var(--accent); }
.space .name { font-weight: 500; font-size: 0.95rem; }
.space .desc { font-size: 0.8rem; color: var(--muted); }
.space .arrow { color: var(--muted); font-size: 1.1rem; }
.research-list { list-style: none; padding: 0; }
.research-list li {
color: var(--muted);
font-size: 0.9rem;
padding: 0.4rem 0;
border-bottom: 1px solid var(--border);
}
.research-list li:last-child { border-bottom: none; }
.research-list li::before {
content: '';
display: inline-block;
width: 6px;
height: 6px;
border-radius: 50%;
background: var(--accent);
margin-right: 0.75rem;
vertical-align: middle;
}
.footer {
text-align: center;
color: var(--muted);
font-size: 0.8rem;
margin-top: 2rem;
padding-top: 2rem;
border-top: 1px solid var(--border);
}
.footer a { color: var(--accent); text-decoration: none; }
.footer a:hover { text-decoration: underline; }
@media (max-width: 600px) {
.container { padding: 2rem 1rem; }
.stats { grid-template-columns: repeat(2, 1fr); }
.links { grid-template-columns: 1fr; }
}
</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">→</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">→</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">→</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">→</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 · <a href="mailto:data@optitransfer.ch">data@optitransfer.ch</a> · Patent Pending (GB 2607132.4)</p>
</footer>
</div>
</body>
</html>
|