Initialize Expert Manifold documentation

README.md

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+---
+language: en
+license: apache-2.0
+tags:
+- mtrinido
+- moe-experts
+- wnmoe
+- manifold
+model_name: Mtrini-Tellus 128B Expert Manifold
+---
+
+# 🧠 Mtrini-Tellus 128B Expert Manifold
+
+This repository contains the **dynamic weight shards** for the Mtrini-Tellus 128B architecture. 
+
+### ⚡ Role in WNMOE
+These experts are not loaded at once. The **WNMOE (When Needed Mixture of Experts)** system uses this repository as a remote hydration source, pulling individual expert tensors into the active compute manifold based on token-routing requirements.
+
+- **Expert Count**: 128 Clusters
+- **Architecture**: Neuron-Packed Sparse Manifold
+- **Verification**: Compiwer AI Environment Standard
+
+*This manifold is managed by the Mtrinido V4 AI Factory.*