# Arriella Growth

Instruction-grown mid tier · LLaMA-Factory on the Arriella QA pile

| Field | Value |
|-------|-------|
| **Fleet ID** | `arriella-growth` |
| **Ollama** | `ollama run arriella-growth` |
| **Parameters** | ~1.2B (Ollama) |
| **Foundation (clay only)** | `unsloth/Llama-3.2-1B-Instruct` |
| **Merged weights** | `fleet/growth-llama32/model` |
| **Demo priority** | **Primary** (with Flagship) |
| **Business role** | Domain QA / continuation / field instruction growth |

## Description

**Arriella Growth** is a custom-trained fleet product — not stock Llama-3.2. It follows the LLaMA-Factory path on ~90k `arriella_qa` examples, then post-deploy eat/grow. Strong on internal capability gates; watch format/verbosity on short-answer API gauntlets. One of four **core text** models (with Scout, Flagship, Ascension).

## Features

- Deepest Arriella QA / continuation domain fit
- Llama-3 instruct template; thinking + math module
- Gemma3-routed vision (text)
- Excellent MIP morph partner vs Qwen tiers (different home layout)

## Intended uses

- Domain QA / continuation demos for business content
- Pair with Flagship for tier routing
- MIP interior demos

## Out of scope

- Claiming to be Meta Llama stock instruct
- Expecting best scores on verbosity-heavy API rubrics without format adaptation
- Native vision

## Benchmarks

See [docs/benchmarks/README.md](../../docs/benchmarks/README.md).

## Hub card stub

[`docs/papers/hf-cards/growth.md`](../../docs/papers/hf-cards/growth.md)

## Use

```bash
ollama run arriella-growth
```