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<body>
<div class="container">
<header>
<div class="logo-area" style="font-size: 1.5em;">
<a href="./index.html"><h1><img src="./image.png" style="height: 2em"> SupraLabs_</h1></a>
</div>
<nav>
<a href="#news">News</a>
<a href="https://huggingface.co/SupraLabs" target="blank">HuggingFace</a>
<a href="#hardware">Hardware</a>
</nav>
</header>
<section class="hero">
<h2>Small AI.<br>Huge potential.</h2>
<p>We're democratizing AI by training high-performance models on consumer hardware. 100% Open Source. 0% Slop.</p>
</section>
<span class="section-label" id="news">// Latest_Updates</span>
<a href="openletter.html" class="post-card">
<div class="post-date">2026-06-18</div>
<h3>An open letter.</h3>
<p>Clarifying some things...</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#clarifying</span>
<span class="tag">#supralabs</span>
<span class="tag">#open-letter</span>
</div>
</a>
<a href="supratitle.html" class="post-card">
<div class="post-date">2026-06-12</div>
<h3>Supra-Title-0.3B</h3>
<p>Title model!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#title</span>
<span class="tag">#supra-title</span>
<span class="tag">#350M-Parameters</span>
<span class="tag">#LFM2.5</span>
</div>
</a>
<a href="human-first_policy.html" class="post-card">
<div class="post-date">2026-06-09</div>
<h3>SupraLabs Human-First Policy</h3>
<p>"Life Before Models"</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#human</span>
<span class="tag">#supralabs</span>
<span class="tag">#people</span>
<span class="tag">#policy</span>
</div>
</a>
<a href="supra-mini-v6.html" class="post-card">
<div class="post-date">2026-05-30</div>
<h3>Supra Mini <b>v6 1M</b> is out!</h3>
<p>Close competition to other 1M models now!!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#release</span>
<span class="tag">#supra-mini-v6</span>
<span class="tag">#tinyml</span>
<span class="tag">#llama</span>
<span class="tag">#open-source</span>
<span class="tag">#fineweb-edu</span>
<span class="tag">#edge-ai</span>
</div>
</a>
<a href="research.html" class="post-card">
<div class="post-date">2026-05-29</div>
<h3>What Makes a Tiny Model Smart?</h3>
<p>Announcing the SupraLabs Open SLM Research Initiative.</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#open-research</span>
<span class="tag">#slm-scaling</span>
<span class="tag">#supralabs</span>
<span class="tag">#open-source</span>
<span class="tag">#data-science</span>
<span class="tag">#tinyml</span>
<span class="tag">#benchmarking</span>
</div>
</a>
<a href="supra-50m-onan-athlon.html" class="post-card">
<div class="post-date">2026-05-24</div>
<h3>Supra-50M-Instruct ran on a AMD Athlon</h3>
<p>THIS IS CRAZY</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#amd-athlon</span>
<span class="tag">#edge-ai</span>
<span class="tag">#1999</span>
<span class="tag">#u/drone_stonks</span>
</div>
</a>
<a href="everlier-joined.html" class="post-card">
<div class="post-date">2026-05-23</div>
<h3>@av-codes joined us: Our team is growing!</h3>
<p>more persons are joining!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#announcement</span>
<span class="tag">#team</span>
<span class="tag">#av-codes</span>
<span class="tag">#new-force</span>
</div>
</a>
<a href="supra-50m.html" class="post-card">
<div class="post-date">2026-05-21</div>
<h3>Supra-50M: Our biggest release yet!</h3>
<p>Check it out!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#announcement</span>
<span class="tag">#50m-params</span>
<span class="tag">#open-source</span>
<span class="tag">#llm-training</span>
<span class="tag">#llama</span>
<span class="tag">#smart-lol</span>
</div>
</a>
<a href="moving-forward.html" class="post-card">
<div class="post-date">2026-05-20</div>
<h3>Moving Forward</h3>
<p>Focusing 100% on SupraLabs.</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#announcement</span>
<span class="tag">#supra-labs</span>
<span class="tag">#open-source</span>
<span class="tag">#llm-training</span>
<span class="tag">#llama</span>
<span class="tag">#tinyml</span>
</div>
</a>
<a href="knowledge-distillation.html" class="post-card">
<div class="post-date">2026-05-17</div>
<h3>Knowledge Distillation!</h3>
<p>teacher and student... lol</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#distillation</span>
<span class="tag">#smallnetworks</span>
<span class="tag">#opensource</span>
</div>
</a>
<a href="harley-ml-joined-us.html" class="post-card">
<div class="post-date">2026-05-17</div>
<h3>@Harley-ml joined us!</h3>
<p>We are scaling up our team!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#join</span>
<span class="tag">#team</span>
<span class="tag">#harley-ml</span>
</div>
</a>
<a href="supra-v5-8m.html" class="post-card">
<div class="post-date">2026-05-16</div>
<h3>Supra Mini <b>v5 8M</b> is out!</h3>
<p>This is scaling up so much 👀</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#scalinglaws</span>
<span class="tag">#slm</span>
<span class="tag">#open-source</span>
</div>
</a>
<a href="supra-v4-new.html" class="post-card">
<div class="post-date">2026-05-15</div>
<h3>Supra Mini <b>v4</b> 2M is out!</h3>
<p>Take a look! It looks coherent!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#smallmodel</span>
<span class="tag">#llama</span>
<span class="tag">#open-source</span>
</div>
</a>
<a href="supra-mini-v3-is-out.html" class="post-card">
<div class="post-date">2026-05-14</div>
<h3>Supra Mini <b>v3</b> 0.5M is out!</h3>
<p>And it's huge! Read all about it here...</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#new</span>
<span class="tag">#model</span>
<span class="tag">#open-source</span>
</div>
</a>
<a href="1bit-quantization.html" class="post-card">
<div class="post-date">2026-05-12</div>
<h3>1Bit quantization: a sensitive area for tiny models</h3>
<p>1Bit quantization, a 50/50 chance area for tiny models...</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#research</span>
<span class="tag">#1bit</span>
<span class="tag">#llama</span>
<span class="tag">#open-source</span>
<span class="tag">#1.58b</span>
</div>
</a>
<a href="why-we-chose-llama.html" class="post-card">
<div class="post-date">2026-05-12</div>
<h3>Why we chose Llama over Mistral, DeepSeek, Qwen and Mamba for Supra Mini v3</h3>
<p>Researching the best architecture for small scale language models...</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#research</span>
<span class="tag">#architecture</span>
<span class="tag">#llama</span>
<span class="tag">#open-source</span>
<span class="tag">#tinyml</span>
</div>
</a>
<a href="we-released-our-now-model.html" class="post-card">
<div class="post-date">2026-05-12</div>
<h3>Our new model is out: Supra Mini <b>v2</b> 0.1M</h3>
<p>Check it out! It's cool!</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#new</span>
<span class="tag">#model</span>
<span class="tag">#open-source</span>
</div>
</a>
<a href="our-first-model-ever.html" class="post-card">
<div class="post-date">2026-05-12</div>
<h3>Our first model ever is there: Supra Mini 0.1M</h3>
<p>This is our first model at SupraLabs. Free. Tiny. Open Source.</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#model</span>
<span class="tag">#new</span>
<span class="tag">#open-source</span>
</div>
</a>
<a href="we-founded-supralabs.html" class="post-card">
<div class="post-date">2026-05-11</div>
<h3>We founded SupraLabs: Real Open Source AI</h3>
<p>Today marks the beginning of our journey. No corporate gatekeeping, just pure optimization on accessible hardware.</p>
<div class="tags" style="margin-top: 1.5rem;">
<span class="tag">#announcement</span>
<span class="tag">#roadmap</span>
<span class="tag">#open-source</span>
</div>
</a>
<!--<div class="stats-grid" id="hardware">
<div class="stat-box">
<small>Main Node</small>
<strong>RTX 5060 Ti 16GB</strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[LH-Tech AI]</p>
</div>
</div>
<div class="stat-box">
<small>Secondary Node</small>
<strong>RX Vega 7 8GB</strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[AxionLab]</p>
</div>
<div class="stat-box">
<small>Third Node</small>
<strong>RTX 3060 12GB / RTX 5070 12GB / RTX 5060 8GB / Jetson Nano Orin 8GB</strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[LyJonathan]</p>
</div>
</div>
<div class="stat-box">
<small>Node 4</small>
<strong>RTX 3060 12GB/ GTX 1060 6GB </strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[MMorgan-ML]</p>
</div>
</div>
<div class="stat-box">
<small>Node 5</small>
<strong>RTX 3060 12GB</strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[Jamessl]</p>
</div>
</div>
<div class="stat-box">
<small>Node 6</small>
<strong>RTX 5070 12GB</strong>
<p class="mono" style="font-size: 0.8rem; color: var(--accent);">[QyrouNnet-AI]</p>
</div>
</div>-->
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