# ernie4_5_moe_gguf

| | |
|---|---|
| **Model type** | `ernie4_5_moe_gguf` |
| **Class** | `Ernie45MoEGGUFCausalLMModel` |
| **Task** | `text-generation` |
| **Source** | `models/moe.py` |

## Description

ERNIE 4.5 MoE graph matching llama.cpp's scheduled GGUF semantics.

Dense prefix and periodic routed layers are selected from GGUF metadata.
Routed layers use bias-corrected softmax selection, unbiased normalized
weights, and an optional always-active shared SwiGLU expert.

## Usage

```bash
mobius build --model <MODEL_ID> output_dir/
```

```python
from mobius import build

model = build("<MODEL_ID>")
```