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| <a class="logo" href="https://www.corx-labs.com/"><span class="mark">C</span><span class="word">CORX<br>LABS</span></a> |
| <nav><a class="hide" href="https://www.corx-labs.com/">corx-labs.com</a><a href="https://huggingface.co/CorxLabs">Models</a></nav> |
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| <main> |
| <section class="hero"> |
| <div class="eyebrow">Technical reports 路 Jamaica, Caribbean</div> |
| <h1>Papers</h1> |
| <p class="lead">How each CorX Labs model was built and what it was measured on. Every number comes from the released |
| files or from data the model never trained on, and where something has not been measured, the report says so.</p> |
| </section> |
| <section class="papers"> |
| <article class="paper"> |
| <a class="cover" href="naturev1-hurricane-physics-report.html" tabindex="-1" aria-hidden="true"><img src="naturev1-hurricane-physics-report.png" alt="First page of report 05" loading="lazy"></a> |
| <div class="body"> |
| <div class="eyebrow">Report 05 路 Weather 路 5 pages</div> |
| <h2><a href="naturev1-hurricane-physics-report.html">Hurricane tracks without a neural network: a physics consensus scored on four unseen seasons</a></h2> |
| <p>A physics consensus that beats straight-line extrapolation and CLIPER at every lead from 6 to 120 hours, on 4,447 forecasts of 407 storms from seasons it never saw. It does not beat GraphCast or Pangu-Weather beyond 6 hours, and says so.</p> |
| <div class="actions"><a class="btn dark" href="naturev1-hurricane-physics-report.html" tabindex="-1">Read</a><a class="btn" href="naturev1-hurricane-physics-report.pdf">PDF</a></div> |
| </div> |
| </article> |
|
|
| <article class="paper"> |
| <a class="cover" href="helix-technical-report.html" tabindex="-1" aria-hidden="true"><img src="helix-technical-report.png" alt="First page of report 04" loading="lazy"></a> |
| <div class="body"> |
| <div class="eyebrow">Report 04 路 Architecture 路 3 pages</div> |
| <h2><a href="helix-technical-report.html">HELIX: separating memory capacity from bandwidth in a linear-scaling sequence model</a></h2> |
| <p>Three mixers over one residual stream: an exact window, a delta-rule state and a landmark-tree index. Attention pairs scale as N<sup>1.00</sup>, and recall ties full attention while the same model without its index falls to chance.</p> |
| <div class="actions"><a class="btn dark" href="helix-technical-report.html" tabindex="-1">Read</a><a class="btn" href="helix-technical-report.pdf">PDF</a></div> |
| </div> |
| </article> |
|
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| <article class="paper"> |
| <a class="cover" href="corx3.8-27b-model-report.html" tabindex="-1" aria-hidden="true"><img src="corx3.8-27b-model-report.png" alt="First page of report 03" loading="lazy"></a> |
| <div class="body"> |
| <div class="eyebrow">Report 03 路 Text 路 3 pages</div> |
| <h2><a href="corx3.8-27b-model-report.html">CorX3.8-27B: giving an open 27B model a Jamaican voice</a></h2> |
| <p>A rank-64 LoRA on 19 million tokens, merged into a 27B base: what it changed (voice, register, cultural grounding), what it did not (the base model's reasoning), and why factual use needs retrieval.</p> |
| <div class="actions"><a class="btn dark" href="corx3.8-27b-model-report.html" tabindex="-1">Read</a><a class="btn" href="corx3.8-27b-model-report.pdf">PDF</a></div> |
| </div> |
| </article> |
|
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| <article class="paper"> |
| <a class="cover" href="tristream-svs-technical-report.html" tabindex="-1" aria-hidden="true"><img src="tristream-svs-technical-report.png" alt="First page of report 02" loading="lazy"></a> |
| <div class="body"> |
| <div class="eyebrow">Report 02 路 Singing voice 路 4 pages</div> |
| <h2><a href="tristream-svs-technical-report.html">TriStream-SVS: building the source-filter model of the voice into a singing synthesiser</a></h2> |
| <p>Pitch, timbre and breath in three streams that cannot share information until a late fusion trunk, with zero-shot cloning and a 32-step flow-matching decoder. No listening tests yet, and none claimed.</p> |
| <div class="actions"><a class="btn dark" href="tristream-svs-technical-report.html" tabindex="-1">Read</a><a class="btn" href="tristream-svs-technical-report.pdf">PDF</a></div> |
| </div> |
| </article> |
|
|
| <article class="paper"> |
| <a class="cover" href="corx1.5-technical-report.html" tabindex="-1" aria-hidden="true"><img src="corx1.5-technical-report.png" alt="First page of report 01" loading="lazy"></a> |
| <div class="body"> |
| <div class="eyebrow">Report 01 路 Text 路 3 pages</div> |
| <h2><a href="corx1.5-technical-report.html">CorX1.5: a 158M-parameter language model trained from random weights on one GPU</a></h2> |
| <p>Architecture, tokenizer, three-stage training, and the memory arithmetic that fits three billion tokens through a single card.</p> |
| <div class="actions"><a class="btn dark" href="corx1.5-technical-report.html" tabindex="-1">Read</a><a class="btn" href="corx1.5-technical-report.pdf">PDF</a></div> |
| </div> |
| </article> |
| </section> |
| <section class="about"> |
| <p><b>Not peer reviewed.</b> These are the lab's own technical reports, released under CC BY 4.0; the models and code |
| are Apache-2.0. arXiv versions will be linked here when they are announced.</p> |
| </section> |
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