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README.md

@@ -1,10 +1,34 @@
 ---
-title: SymbioGPT 10M Space
-emoji: 👀
-colorFrom: red
+title: SymbioGPT-10M
+emoji: 🧬
+colorFrom: green
 colorTo: purple
 sdk: docker
-pinned: false
+app_port: 7860
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# SymbioGPT-10M
+
+Multi-organelle GPT language model (11.6M params) trained on classical philosophy texts.
+
+## Architecture
+
+4 organelles fused via learned per-channel OrganelleGate:
+- **CausalConv** — local n-gram detection (O(n))
+- **MonarchMatrix** — sub-quadratic global mixing via butterfly matrices (O(n sqrt(n)))
+- **LongConv** — dense causal convolution with exponential decay (O(n))
+- **CausalSelfAttention** — multi-head attention with RoPE (O(n^2))
+
+Plus: RMSNorm, SwiGLU FFN, SkipGate residuals, weight-tied output.
+
+## API
+
+OpenAI-compatible endpoints:
+- `GET /` — health check and model info
+- `GET /v1/models` — list models
+- `POST /v1/chat/completions` — generate text (streaming supported)
+
+## Links
+
+- **Model**: [LisaMegaWatts/SymbioGPT-10M](https://huggingface.co/LisaMegaWatts/SymbioGPT-10M)
+- **Source**: [DavinciDreams/symbiogenesis](https://github.com/DavinciDreams/symbiogenesis)