Update README.md

README.md

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+<p align="center">
+  <img src="GlintResearchModelCardHeader.jpg" width="800">
+</p>
 
-# Glint Research 
+<div align="center">
+  <a href="https://discord.gg/y2jTct6Cxv" target="_blank"><img alt="Discord" src="https://img.shields.io/badge/Discord-Join%20the%20Community-5865F2?logo=discord&logoColor=white"/></a>
+  <a href="https://ko-fi.com/F1F31YAC4I" target="_blank"><img alt="Ko-fi" src="https://img.shields.io/badge/Ko--fi-Support%20Us-FF5E5B?logo=ko-fi&logoColor=white"/></a>
+</div>
+
+---
+
+# Glint Research
 
 We teach tiny neural networks to think. Sometimes they surprise us. Sometimes they just output zeros.
-### Want to join our discord?
-https://discord.gg/y2jTct6Cxv
 
-## Associates 
+---
+
+## What We Do
+
+- Design and train million-parameter generative models
+- Study the behavior of small architectures under constrained compute
+
+---
+
+## Models
+
+**Anthos** — Tiny Flower Generation
+
+**Glint** — 1M Parameter Model Series
+
+**Shard** — 10M Parameter Model Series
+
+More models are in active development. Follow us to stay updated!
+
+---
+
+## Associates
+
+We collaborate with other researchers and builders who share an interest in small models.
 
-We work with other folks who also enjoy the small life:
-* [TeichAI](https://huggingface.co/TeichAI)
-* [Armand0e](https://huggingface.co/armand0e)
-* [Crownelius](https://huggingface.co/Crownelius)
-* [Enderchef](https://huggingface.co/Enderchef)
+<div align="center">
+<table style="border: none; border-collapse: collapse;">
+  <tr>
+    <td align="center" style="padding: 16px; border: none;">
+      <a href="https://huggingface.co/TeichAI" target="_blank">
+        <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/6837935ac3b7ffe0d2559ce9/-AxyvV4wfUY8uo87kNKkK.png" width="72" height="72" style="border-radius: 50%; object-fit: cover;" onerror="this.src='https://huggingface.co/front/assets/huggingface_logo-noborder.svg'"/>
+        <br/><br/>
+        <b>TeichAI</b>
+      </a>
+    </td>
+    <td align="center" style="padding: 16px; border: none;">
+      <a href="https://huggingface.co/armand0e" target="_blank">
+        <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/wTsY5aBdcDk3Ldr9fSsQw.png" width="72" height="72" style="border-radius: 50%; object-fit: cover;" onerror="this.src='https://huggingface.co/front/assets/huggingface_logo-noborder.svg'"/>
+        <br/><br/>
+        <b>Armand0e</b>
+      </a>
+    </td>
+    <td align="center" style="padding: 16px; border: none;">
+      <a href="https://huggingface.co/Crownelius" target="_blank">
+        <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/6969cc22e48357488a36a4fc/tvWSJ1KHdgh7faPM-p5e9.png" width="72" height="72" style="border-radius: 50%; object-fit: cover;" onerror="this.src='https://huggingface.co/front/assets/huggingface_logo-noborder.svg'"/>
+        <br/><br/>
+        <b>Crownelius</b>
+      </a>
+    </td>
+    <td align="center" style="padding: 16px; border: none;">
+      <a href="https://huggingface.co/Enderchef" target="_blank">
+        <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/65d3d84d457647eb547ed73b/4yhQhLjJfsMzfdsfQwmwr.png" width="72" height="72" style="border-radius: 50%; object-fit: cover;" onerror="this.src='https://huggingface.co/front/assets/huggingface_logo-noborder.svg'"/>
+        <br/><br/>
+        <b>Enderchef</b>
+      </a>
+    </td>
+  </tr>
+</table>
+</div>
 
+---
+
+## Principles
+
+**Transparency.** Every model we release includes architecture details, training configurations, loss curves, and known limitations. We do not publish numbers we cannot reproduce.
+
+**Efficiency.** We target few-GPU, short-run experiments. A model that trains in 8 hours on consumer hardware is more compact than one that requires a cluster.
+
+**Honesty about scale.** Small models have hard limits. We document them clearly rather than overstating capability.
+
+---
+
+## Community
+
+Research is better with others. If you are working on small generative models, efficient training pipelines, or compact architectures and want to exchange ideas, we maintain an active Discord server.
+
+<div align="center">
+  <a href="https://discord.gg/y2jTct6Cxv" target="_blank">
+    <img alt="Join the Discord" src="https://img.shields.io/badge/Discord-Join%20the%20Community-5865F2?style=for-the-badge&logo=discord&logoColor=white"/>
+  </a>
+</div>
+
+---
+
+## Support
+
+Glint Research is an independent, self-funded effort. If you find the work useful, support via Ko-fi helps cover compute costs and keeps experiments running.
+
+<a href='https://ko-fi.com/F1F31YAC4I' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a token at ko-fi.com' /></a>
+
+---
 
-# Hey! You can support us!
-<a href='https://ko-fi.com/F1F31YAC4I' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a token at ko-fi.com' /></a>
+<p align="center">
+  Glint Research — small models, honest results.
+</p>