Blame for index.html

<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width,initial-scale=1">
<title>Sipsa Labs</title>
<style>
  :root {
    color-scheme: dark;
    --bg: #0b0f1a;
    --fg: #e6edf3;
    --muted: #9aa6b2;
    --accent: #6ea8ff;
    --accent2: #5eead4;
    --card: #131826;
    --border: #1f2738;
  }
  * { box-sizing: border-box }
  body {
    margin: 0;
    background: var(--bg);
    color: var(--fg);
    font-family: -apple-system, BlinkMacSystemFont, "Inter", Segoe UI, Roboto, sans-serif;
    line-height: 1.6;
    padding: 2rem 1rem;
  }
  .wrap { max-width: 880px; margin: 0 auto; }
  h1 { font-size: 2rem; margin: 0 0 .25rem; letter-spacing: -0.02em; }
  h2 { font-size: 1.25rem; margin-top: 2.5rem; color: var(--accent2); letter-spacing: -0.01em; }
  blockquote {
    margin: 0 0 1.5rem;
    padding: .25rem 0 .25rem 1rem;
    border-left: 3px solid var(--accent);
    color: var(--muted);
    font-size: 1.05rem;
  }
  table {
    width: 100%;
    border-collapse: collapse;
    margin: 1rem 0;
    background: var(--card);
    border: 1px solid var(--border);
    border-radius: 6px;
    overflow: hidden;
  }
  th, td {
    padding: .55rem .75rem;
    border-bottom: 1px solid var(--border);
    text-align: left;
    font-variant-numeric: tabular-nums;
  }
  th { background: #182032; font-weight: 600; }
  tr:last-child td { border-bottom: 0 }
  tr.headline td { background: #16242e; }
  tr.headline td:first-child { color: var(--accent2); }
  code, pre {
    font-family: "JetBrains Mono", ui-monospace, Menlo, monospace;
    background: #0e1320;
    padding: .15rem .4rem;
    border-radius: 4px;
    font-size: .9em;
    color: var(--accent2);
  }
  pre { padding: 1rem; overflow-x: auto; }
  a { color: var(--accent); text-decoration: none; }
  a:hover { text-decoration: underline; }
  hr { border: 0; border-top: 1px solid var(--border); margin: 2rem 0; }
  ul { padding-left: 1.25rem; }
  .badge {
    display: inline-block;
    padding: .2rem .6rem;
    background: #1c2638;
    border: 1px solid var(--border);
    border-radius: 100px;
    font-size: .85rem;
    color: var(--accent2);
    margin: .25rem .25rem 0 0;
  }
</style>
</head>
<body>
<div class="wrap">

<h1>Sipsa Labs, Inc.</h1>
<blockquote>Sipsa Labs builds SIP, the operating system for the physical world.</blockquote>

<p>UltraCompress is retired. Its public materials preserve historical research; new API access and paid pilots are no longer offered.</p>
<p>The research snapshot below is historical. Results apply to the versions and evaluation conditions recorded at the time.</p>

<span class="badge">Historical snapshot: v0.6.22</span>
<span class="badge">22 architectures shipped; 20 PPL-verified (19 transformer + 1 SSM, with comparator-note caveat)</span>
<span class="badge">BUSL-1.1 + Additional Use Grant</span>

<h2>Historical 5-bit compression research</h2>

<p>22 architectures shipped, 20 PPL-verified end-to-end (19 transformer + 1 SSM with comparator-note caveat). Dense + Mixture-of-Experts + state-space, 0.6B to 405B parameters. These 5-bit artifacts use lossy weight quantization. Reconstructing a validated quantized artifact is distinct from recovering the original bf16 weights without loss. The public CLI checks structure and computes fingerprints; it does not reconstruct weights or automatically compare with a trusted reference.</p>

<h2>Tightest verified PPL ratios at 5 bpw</h2>
<p><i>(perplexity ratio = compressed PPL / bf16 baseline PPL; FineWeb-edu held-out tail; seq_len = 1024; n = 30-50; seed = 42)</i></p>

<table>
  <tr><th>Model</th><th>Params</th><th>Type</th><th>PPL ratio</th><th>Notes</th></tr>
  <tr><td>Phi-3-mini-4k-instruct</td><td>3.8B</td><td>dense</td><td><b>1.00262&times;</b></td><td>seq_len=128 caveat</td></tr>
  <tr class="headline"><td><b>Mixtral-8x7B</b></td><td>47B</td><td>MoE</td><td><b>1.00368&times;</b></td><td>tightest MoE result</td></tr>
  <tr><td>Qwen3-1.7B-Base</td><td>1.7B</td><td>dense</td><td><b>1.00401&times;</b></td><td>small-decoder record</td></tr>
  <tr><td>Qwen3-14B</td><td>14B</td><td>dense</td><td><b>1.00403&times;</b></td><td>14B-class record</td></tr>
  <tr><td>Yi-1.5-9B</td><td>8.8B</td><td>dense</td><td><b>1.00414&times;</b></td><td>&gt;8B record</td></tr>
  <tr><td>Qwen3-8B</td><td>8B</td><td>dense</td><td><b>1.00440&times;</b></td><td>8B-class record</td></tr>
  <tr><td>Mistral-7B-v0.3</td><td>7B</td><td>dense</td><td><b>1.00548&times;</b></td><td>a strong dense 7B-class result</td></tr>
  <tr class="headline"><td><b>Hermes-3-Llama-3.1-405B</b></td><td>405B</td><td>dense</td><td><b>1.0066&times;</b></td><td>historical 405B-class 5-bit result</td></tr>
  <tr><td>Qwen3-0.6B</td><td>0.6B</td><td>dense</td><td><b>1.0069&times;</b></td><td></td></tr>
  <tr><td>OLMo-2-0425-1B</td><td>1B</td><td>dense</td><td><b>1.0073&times;</b></td><td></td></tr>
  <tr><td>SmolLM2-1.7B-Instruct</td><td>1.7B</td><td>dense</td><td><b>1.0075&times;</b></td><td></td></tr>
  <tr><td>Mamba-2.8B</td><td>2.8B</td><td>SSM</td><td><b>1.0059&times;</b></td><td>state-space model (uses SSM-compatible comparator; canonical transformer streaming reconstruction is architecture-incompatible with SSMs)</td></tr>
  <tr><td>Llama-3.1-8B</td><td>8B</td><td>dense</td><td><b>1.0125&times;</b></td><td>standard eval</td></tr>
</table>

<p>Historical source: <a href="https://github.com/sipsalabs/ultracompress">github.com/sipsalabs/ultracompress</a> &middot; recorded evaluations: <a href="https://github.com/sipsalabs/ultracompress/blob/main/docs/benchmarks.json">historical registry</a></p>

<h2>Inspect pack structure and compute fingerprints</h2>
<pre>pip install "ultracompress==0.6.27"
hf download SipsaLabs/qwen3-8b-uc-v3-bpw5 --local-dir ./qwen3-8b
uc verify ./qwen3-8b</pre>
<p>Expected result category: basic pack-structure checks and, unless hashing is skipped, a computed fingerprint. This is not reconstruction verification or an automatic comparison with a trusted reference. Without an API key, <code>uc try</code> prints a recorded reference response, not a live inference result.</p>

<h2>Historical API and services</h2>
<p>New API access and paid pilots are no longer offered. Historical materials remain in the <a href="https://github.com/sipsalabs/ultracompress">public repository</a> and <a href="https://huggingface.co/SipsaLabs">model collection</a>.</p>

<hr>

<h2>License + IP</h2>
<ul>
  <li>PyPI <code>ultracompress</code> v0.6+ under <b>BUSL-1.1</b> with Additional Use Grant &mdash; free for sub-$1M ARR companies + research + individuals. Auto-converts to Apache 2.0 four years after each release.</li>
  <li>v0.5.x stays Apache-2.0 forever on <code>legacy/0.5.x</code>.</li>
  <li>Codec internals patent-protected. Continuations through 2027.</li>
</ul>

<hr>

<h2>Contact</h2>
<ul>
  <li>Project inquiries &rarr; <a href="mailto:founder@sipsalabs.com">founder@sipsalabs.com</a></li>
  <li>Patents / licensing &rarr; <a href="mailto:legal@sipsalabs.com">legal@sipsalabs.com</a></li>
  <li>Press / media &rarr; <a href="mailto:press@sipsalabs.com">press@sipsalabs.com</a></li>
  <li>Security disclosure &rarr; <a href="mailto:security@sipsalabs.com">security@sipsalabs.com</a></li>
  <li>General &rarr; <a href="mailto:hello@sipsalabs.com">hello@sipsalabs.com</a></li>
</ul>

<p><a href="https://sipsalabs.com">sipsalabs.com</a> &middot; <a href="https://github.com/sipsalabs">github.com/sipsalabs</a> &middot; <a href="https://x.com/SipsaLabs">@SipsaLabs on X</a></p>

<p style="color: var(--muted); font-size: .85rem; margin-top: 2rem;">Public CLI documentation: <a href="https://github.com/sipsalabs/ultracompress">github.com/sipsalabs/ultracompress</a> &middot; Selective Disclosure Charter &mdash; what we publish vs what we keep internal: see <a href="https://github.com/sipsalabs/ultracompress">github.com/sipsalabs/ultracompress</a></p>

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