Update portfolio metrics — 2026-03-28

README.md

@@ -239,4 +239,34 @@ Citation
 
 Acknowledgements
 
-Built with 🤗 Transformers and a metric-first rethinking of attention. BlackHoleRoPE draws inspiration from symplectic/rotational encodings and bounded-energy dynamics.
+Built with 🤗 Transformers and a metric-first rethinking of attention. BlackHoleRoPE draws inspiration from symplectic/rotational encodings and bounded-energy dynamics.
+
+---
+
+## Convergent Intelligence Portfolio
+
+*Part of the [Mixture of Attention Series](https://huggingface.co/reaperdoesntknow) by [Convergent Intelligence LLC: Research Division](https://huggingface.co/reaperdoesntknow)*
+
+
+### Related Models
+
+| Model | Downloads | Format |
+|-------|-----------|--------|
+| [MoA-100M](https://huggingface.co/reaperdoesntknow/MoA-100M) | 14 | HF |
+| [MoA-155M](https://huggingface.co/reaperdoesntknow/MoA-155M) | 2 | HF |
+| [MoA-400M](https://huggingface.co/reaperdoesntknow/MoA-400M) | 3 | HF |
+
+### Top Models from Our Lab
+
+| Model | Downloads |
+|-------|-----------|
+| [Qwen3-1.7B-Thinking-Distil](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil) | 501 |
+| [LFM2.5-1.2B-Distilled-SFT](https://huggingface.co/reaperdoesntknow/LFM2.5-1.2B-Distilled-SFT) | 342 |
+| [Qwen3-1.7B-Coder-Distilled-SFT](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT) | 302 |
+| [Qwen3-0.6B-Distilled-30B-A3B-Thinking-SFT-GGUF](https://huggingface.co/reaperdoesntknow/Qwen3-0.6B-Distilled-30B-A3B-Thinking-SFT-GGUF) | 203 |
+| [Qwen3-1.7B-Coder-Distilled-SFT-GGUF](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT-GGUF) | 194 |
+
+**Total Portfolio: 41 models | 2,781 total downloads**
+
+
+*Last updated: 2026-03-28 12:57 UTC*