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| <div class="post-header"> | |
| <div class="post-meta">// 2026-08-31 | Lab</div> | |
| <h2>No GPU.<br>Bad iGPU.<br>Then Runpod happened :D</h2> | |
| </div> | |
| <div class="post-content"> | |
| <p>AxionLab does not have a GPU. Not a 5090. Not a 4090. Not even a polite little 3060. Just a fairly bad iGPU that treats real training like a personal insult 😂</p> | |
| <p>That is a problem when you want to train models, not slideshows.</p> | |
| <h2>Kaggle was the workaround. It was also the joke.</h2> | |
| <p>Two T4s. Free-ish. Fine until it isn't. Kernels dying mid-run. Sessions vanishing. Crashes that feel personal. The classic Kaggle tax: wait, retry, pray, lose the notebook anyway 😭</p> | |
| <p>AxionLab was done being a Kaggle speedrun.</p> | |
| <h2>Then a sponsor showed up</h2> | |
| <p>We found a sponsor for <strong>Runpod</strong>. Real GPUs. Real persistence. No more begging a free notebook not to explode.</p> | |
| <p>We also founded a small team around it. Not a corporation. A lab that can actually press start and mean it.</p> | |
| <h2>We built a tiny dashboard</h2> | |
| <p>Not a platform. Not a product launch. A small internal dashboard to start and manage pods without living in fifteen browser tabs.</p> | |
| <div class="flow"> | |
| <div class="flow-box">Pick a pod</div> | |
| <div class="flow-arrow">→</div> | |
| <div class="flow-box accent">Start / stop<br><small>manage it</small></div> | |
| <div class="flow-arrow">→</div> | |
| <div class="flow-box">JupyterLab<br><small>or bash</small></div> | |
| </div> | |
| <p>One place to spin pods up. One place to shut them down. Direct jump into <strong>JupyterLab</strong>. Direct jump into the <strong>bash terminal</strong>. That is the whole interface. Dead simple. Exactly what we needed.</p> | |
| <a href="https://lh-tech.de/runpod/deploy.html" style="color: #536bfe;">Visit it at https://lh-tech.de/runpod/deploy.html</a> | |
| <div class="callout"> | |
| <span>// stack</span> | |
| Runpod GPU → sponsored compute<br> | |
| Dashboard → start / manage pods<br> | |
| JupyterLab → one click<br> | |
| Bash → one click | |
| </div> | |
| <h2>AxionLab is happy now</h2> | |
| <p>No more crashing kernels. No more mystery Kaggle deaths. No more two T4s pretending to be a lab 😂😂😂</p> | |
| <p>Just a pod, a notebook, a terminal, and work that actually stays alive.</p> | |
| <p><strong>Small team. Sponsored Runpod. Tiny dashboard. Finally training like we meant it.</strong></p> | |
| <div class="tags"> | |
| <span class="tag">#axionlab</span> | |
| <span class="tag">#runpod</span> | |
| <span class="tag">#sponsor</span> | |
| <span class="tag">#dashboard</span> | |
| <span class="tag">#jupyterlab</span> | |
| <span class="tag">#gpu</span> | |
| <span class="tag">#lab</span> | |
| </div> | |
| </div> | |
| </article> | |
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