Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- sus
|
| 4 |
+
- fr
|
| 5 |
+
- en
|
| 6 |
+
license: apache-2.0
|
| 7 |
+
tags:
|
| 8 |
+
- soussou
|
| 9 |
+
- guinea
|
| 10 |
+
- african-languages
|
| 11 |
+
- gguf
|
| 12 |
+
- offline
|
| 13 |
+
- mobile
|
| 14 |
+
base_model: Qwen/Qwen3-0.6B
|
| 15 |
+
pipeline_tag: text-generation
|
| 16 |
+
---
|
| 17 |
+
|
| 18 |
+
# DA — Guinea's AI
|
| 19 |
+
|
| 20 |
+
**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.
|
| 21 |
+
|
| 22 |
+
## What is DA?
|
| 23 |
+
|
| 24 |
+
DA is the first AI model that natively speaks Soussou. Not through translation APIs — the language lives in the weights.
|
| 25 |
+
|
| 26 |
+
```
|
| 27 |
+
User: Qui es-tu?
|
| 28 |
+
DA: N tan Guinius, DA AI guineen. Mu fe di i bere?
|
| 29 |
+
```
|
| 30 |
+
|
| 31 |
+
## Model Details
|
| 32 |
+
|
| 33 |
+
| Property | Value |
|
| 34 |
+
|----------|-------|
|
| 35 |
+
| Base Model | Qwen3-0.6B |
|
| 36 |
+
| Method | QLoRA (r=16, alpha=16) |
|
| 37 |
+
| Training Data | 17,438 ChatML examples |
|
| 38 |
+
| Languages | Soussou, French, English |
|
| 39 |
+
| Format | GGUF Q4_K_M |
|
| 40 |
+
| Size | 379 MB |
|
| 41 |
+
| Context | 2048 tokens |
|
| 42 |
+
| Final Loss | 0.85-0.94 |
|
| 43 |
+
|
| 44 |
+
## Why DA?
|
| 45 |
+
|
| 46 |
+
- **Offline**: Runs on $100 phones with no internet
|
| 47 |
+
- **Free**: No API keys, no monthly costs
|
| 48 |
+
- **Native**: Soussou in the weights, not a wrapper
|
| 49 |
+
- **Small**: 379MB GGUF — fits anywhere
|
| 50 |
+
|
| 51 |
+
## Usage
|
| 52 |
+
|
| 53 |
+
### With llama.cpp
|
| 54 |
+
```bash
|
| 55 |
+
./llama-cli --model DA-v3-Q4_K_M.gguf -p "Translate to Soussou: Good morning"
|
| 56 |
+
```
|
| 57 |
+
|
| 58 |
+
### With Ollama
|
| 59 |
+
```bash
|
| 60 |
+
ollama create da -f Modelfile
|
| 61 |
+
ollama run da
|
| 62 |
+
```
|
| 63 |
+
|
| 64 |
+
## Training Data
|
| 65 |
+
|
| 66 |
+
17,438 examples covering:
|
| 67 |
+
- Soussou-French-English translations (GATITOS + custom pairs)
|
| 68 |
+
- Soussou Bible text
|
| 69 |
+
- Grammar and morphology
|
| 70 |
+
- Conversational Soussou
|
| 71 |
+
- Cultural context
|
| 72 |
+
|
| 73 |
+
## Built by
|
| 74 |
+
|
| 75 |
+
**DASH** — Diop Abdoul Aziz | Guinea
|
| 76 |
+
*"Be the Best amongst the Bests — With Care and Love"*
|
| 77 |
+
|
| 78 |
+
Part of the [Guinius](https://guinius.dasuperhub.com) ecosystem.
|