---
license: mit
tags:
- constant-warmup
- giant
- kaiming
- lamb
- layernorm
- linear
- mixer
- multitask
- swish
- tucker
---

# inference.py

## Model Overview

A **giant**-scale implementation of the **mixer** architecture, built for **multitask** tasks.

## Architecture

- **Architecture**: mixer
- **Scale**: giant
- **Attention**: linear
- **Fusion strategy**: tucker
- **Task head**: multitask
- **Activation**: swish
- **Normalization**: layernorm
- **Initialization**: kaiming

## Training

- **Optimizer**: lamb
- **LR scheduler**: constant warmup

## Files

- `inference.py` — main artifact of this repository

## License

See the license field above.