File size: 7,584 Bytes
820a59c c386052 820a59c d110182 f1c9e4d c386052 820a59c f1c9e4d 820a59c f1c9e4d 820a59c c386052 820a59c c386052 f1c9e4d c386052 0b35605 c386052 820a59c c386052 820a59c c386052 f1c9e4d 820a59c c386052 820a59c c386052 670dd8b c386052 820a59c c386052 820a59c f5c06a8 | 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 | <!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>An <b>experimental and deep tech-and-software company</b> (Delaware C-corp, incorporated May 2026). We invent and ship across the full breadth of tech and software — deep research, runtime systems, novel substrates, infrastructure, hardware-adjacent stacks, and software products that don't fit anywhere else yet. <b>UltraCompress</b> — lossless 5-bit transformer compression — is our first flagship publicly-shipped product. More products in flight.</blockquote>
<span class="badge">v0.6.22 on PyPI</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>Production-grade lossless 5-bit transformer compression</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. Mathematically lossless customer-side reconstruction: SHA-256 over reconstructed tensor bytes matches the reference manifest, verified by <code>uc verify</code>.</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×</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×</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×</b></td><td>small-decoder record</td></tr>
<tr><td>Qwen3-14B</td><td>14B</td><td>dense</td><td><b>1.00403×</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×</b></td><td>>8B record</td></tr>
<tr><td>Qwen3-8B</td><td>8B</td><td>dense</td><td><b>1.00440×</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×</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×</b></td><td>largest dense 5-bit lossless on the Hub</td></tr>
<tr><td>Qwen3-0.6B</td><td>0.6B</td><td>dense</td><td><b>1.0069×</b></td><td></td></tr>
<tr><td>OLMo-2-0425-1B</td><td>1B</td><td>dense</td><td><b>1.0073×</b></td><td></td></tr>
<tr><td>SmolLM2-1.7B-Instruct</td><td>1.7B</td><td>dense</td><td><b>1.0075×</b></td><td></td></tr>
<tr><td>Mamba-2.8B</td><td>2.8B</td><td>SSM</td><td><b>1.0059×</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×</b></td><td>standard eval</td></tr>
</table>
<p>Source + reproduce: <a href="https://github.com/sipsalabs/ultracompress">github.com/sipsalabs/ultracompress</a> · full benchmark page: <a href="https://sipsalabs.com/inference">sipsalabs.com/inference</a></p>
<h2>Quick start (3 commands, no GPU required for verify)</h2>
<pre>pip install ultracompress
hf download SipsaLabs/qwen3-8b-uc-v3-bpw5 --local-dir ./qwen3-8b
uc verify ./qwen3-8b</pre>
<h2>Inference API</h2>
<p><code>api.sipsalabs.com</code> is live, OpenAI-compatible:</p>
<pre>export OPENAI_BASE_URL=https://api.sipsalabs.com/v1
# The official `openai` SDK works unchanged.</pre>
<p>Pricing tiers + Compression-as-a-Service contracts at <a href="https://sipsalabs.com/pricing">sipsalabs.com/pricing</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 — 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>Pilots / commercial → <a href="mailto:founder@sipsalabs.com">founder@sipsalabs.com</a></li>
<li>Patents / licensing → <a href="mailto:legal@sipsalabs.com">legal@sipsalabs.com</a></li>
<li>Press / media → <a href="mailto:press@sipsalabs.com">press@sipsalabs.com</a></li>
<li>Security disclosure → <a href="mailto:security@sipsalabs.com">security@sipsalabs.com</a></li>
<li>General → <a href="mailto:hello@sipsalabs.com">hello@sipsalabs.com</a></li>
</ul>
<p><a href="https://sipsalabs.com">sipsalabs.com</a> · <a href="https://github.com/sipsalabs">github.com/sipsalabs</a> · <a href="https://x.com/SipsaLabs">@SipsaLabs on X</a></p>
<p style="color: var(--muted); font-size: .85rem; margin-top: 2rem;">Public verifier dashboard: <a href="https://sipsalabs.com/inference">sipsalabs.com/inference</a> · Selective Disclosure Charter — 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>
|