README.md

---
language:
  - sus
  - fr
  - en
license: apache-2.0
tags:
  - soussou
  - guinea
  - african-languages
  - gguf
  - offline
  - mobile
base_model: Qwen/Qwen3-0.6B
pipeline_tag: text-generation
---

# DA — Guinea's AI

**DA** is a fine-tuned 0.6B language model that speaks **Soussou** (Susu), a West African language spoken by ~3 million people in Guinea, Sierra Leone, and Guinea-Bissau.

## What is DA?

DA is the first AI model that natively speaks Soussou. Not through translation APIs — the language lives in the weights.

```
User: Qui es-tu?
DA: N tan Guinius, DA AI guineen. Mu fe di i bere?
```

## Model Details

| Property | Value |
|----------|-------|
| Base Model | Qwen3-0.6B |
| Method | QLoRA (r=16, alpha=16) |
| Training Data | 17,438 ChatML examples |
| Languages | Soussou, French, English |
| Format | GGUF Q4_K_M |
| Size | 379 MB |
| Context | 2048 tokens |
| Final Loss | 0.85-0.94 |

## Why DA?

- **Offline**: Runs on $100 phones with no internet
- **Free**: No API keys, no monthly costs
- **Native**: Soussou in the weights, not a wrapper
- **Small**: 379MB GGUF — fits anywhere

## Usage

### With llama.cpp
```bash
./llama-cli --model DA-v3-Q4_K_M.gguf -p "Translate to Soussou: Good morning"
```

### With Ollama
```bash
ollama create da -f Modelfile
ollama run da
```

## Training Data

17,438 examples covering:
- Soussou-French-English translations (GATITOS + custom pairs)
- Soussou Bible text
- Grammar and morphology
- Conversational Soussou
- Cultural context

## Built by

**DASH** — Diop Abdoul Aziz | Guinea
*"Be the Best amongst the Bests — With Care and Love"*

Part of the [Guinius](https://guinius.dasuperhub.com) ecosystem.