# 🤖 Agents in `Content/MLModels/`

This directory handles model binaries, model cards, quantization logs, and dataset provenance.

## 🏛️ **Relevant Agents**

### ✍️ **Scribe**

- **Domain**: Documentation & Knowledge Integrity
- **Responsibilities**:
  - Maintaining `MODEL_CARD.md` files for all models.
  - Tracking quantization details and dataset provenance.
  - Ensuring model versions and benchmarks are documented.

### 🎷 **Jazz**

- **Domain**: Music Intelligence
- **Responsibilities**:
  - Music model selection and training evaluation (Magenta RT, Performance RNN, CLAP).
  - Fine-tuning and quantization targets.

### 🔊 **Resonance**

- **Domain**: Audio Engine
- **Responsibilities**:
  - ONNX Runtime and WinML/DirectML execution targets.
  - VRAM envelope and inference performance benchmarks.

### ⚡ **Bolt**

- **Domain**: Performance & Optimization
- **Responsibilities**:
  - Quantization and pruning for hot-path performance.

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## 🧭 **Boundaries**

- No code logic belongs here. Only model artifacts, datasets, and their metadata.

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[Global AGENTS.md](../AGENTS.md)