Krio
kri
🌍 General Information
kri
—
krio
English Creole
—
6.9 million
6.9 million
6300000 (10⁶+)
safe
Sierra Leone
Creole, Patois
👥 Actors (1)
Farmerline / Darli AI
(Startup)
Ghanaian agritech company building technology solutions for smallholder farmers. Core platform Mergdata is a cloud-based farm management system used b...
🤖 NLP & Tech Resources
Benchmarks
MT (Machine Translation)
GATONES
| Model | direction | BLEU | chrF | Source |
|---|---|---|---|---|
| google/madlad400-3b-mt | kri→eng | 13.2 | 37 | reported |
| google/madlad400-3b-mt | eng→kri | 2.6 | 22.2 | reported |
| google/madlad400-7.2b-mt | kri→eng | 15.6 | 39.5 | reported |
| google/madlad400-7.2b-mt | eng→kri | 2.3 | 18.2 | reported |
| google/madlad400-10.7b-mt | kri→eng | 17.3 | 41.5 | reported |
| google/madlad400-10.7b-mt | eng→kri | 3.4 | 22.7 | reported |
| google/madlad400-8b-lm | kri→eng | 10.5 | 33.2 | reported |
| google/madlad400-8b-lm | eng→kri | 0.7 | 16.4 | reported |
TRANSLATION
Kreyòl-MT (bible-based)
| Model | BLEU (kri→eng) | BLEU (eng→kri) | BLEU (kri→fra) | BLEU (fra→kri) | Source |
|---|---|---|---|---|---|
| jhu-clsp/kreyol-mt | 51 | 70 | 58 | 90 | reported |
📝 Notes
Observations
- Use Cases Document: Sierra Leone lingua franca, used across multiple UNICEF NLP use cases (offline parenting, digital literacy, voice-to-structured CHW reporting, dialect-aware radio monitoring)
- Appears among focus 1 languages in 2026 UNICEF WCAR Local Languages Survey
- Kreyol-MT model doesn't appear in Hugging Face model listing because it's not tagged with "Machine Translation" task
ASR Models (2)
| Model | Size | Downloads | Likes |
|---|---|---|---|
| MosesJoshuaCoker/best_for_now | 0.2B | 187 | 0 |
| espnet/xeus | — | 60 | 146 |
View on HuggingFace: kri: 2
TTS Models (0)
No TTS models found.
MT Models (30)
| Model | Size | Downloads | Likes |
|---|---|---|---|
| google/madlad400-3b-mt | 3B | 329.0K | 192 |
| jbochi/madlad400-3b-mt | 3B | 76.4K | 154 |
| google/madlad400-10b-mt | 11B | 3.6K | 131 |
| google/madlad400-7b-mt | 8B | 2.7K | 20 |
| notjjustnumbers/madlad400-3b-mt-Q4_K_M-GGUF | 3B | 225 | 4 |
| google/madlad400-7b-mt-bt | 8B | 201 | 7 |
| jbochi/madlad400-7b-mt-bt | 8B | 191 | 8 |
| santhosh/madlad400-3b-ct2 | — | 135 | 14 |
| mtsdurica/madlad400-3b-mt-Q4_K_M-GGUF | 3B | 89 | 4 |
| jbochi/madlad400-7b-mt | 8B | 79 | 7 |
| jbochi/madlad400-10b-mt | 11B | 71 | 18 |
| NikolayKozloff/madlad400-10b-mt-Q8_0-GGUF | 11B | 54 | 3 |
| Nextcloud-AI/madlad400-3b-mt-ct2-int8 | — | 53 | 2 |
| CXDuncan/madlad400-3b-mt-optimized-quantized-onnx | — | 31 | 4 |
| fernandoruiz/madlad400-3b-mt-Q4_K_S-GGUF | 3B | 27 | 0 |
| CXDuncan/madlad400-3b-mt-optimized-onnx | — | 20 | 0 |
| Heng666/madlad400-3b-mt-ct2-int8 | — | 20 | 1 |
| Heng666/madlad400-7b-mt-ct2-int8 | — | 18 | 3 |
| tritiumoxide/madlad400-7b-mt-bt-Q4_K_M-GGUF | 8B | 18 | 0 |
| NikolayKozloff/madlad400-10b-mt-Q6_K-GGUF | 11B | 16 | 1 |
View on HuggingFace: kri: 30
LLM Models (3)
| Model | Size | Downloads | Likes |
|---|---|---|---|
| google/madlad400-8b-lm | 9B | 183 | 11 |
| jbochi/madlad400-8b-lm | 9B | 14 | 8 |
| AAU-NLP/CreoleVal-CreoleM2M | 0.6B | 6 | 0 |
View on HuggingFace: kri: 3
Datasets
ASR Datasets (0)
No datasets found.
TTS Datasets (0)
No datasets found.
Translation Datasets (7)
| Dataset | Rows | Downloads | Likes |
|---|---|---|---|
| google/smol | 798.0K | 2.8K | 94 |
| jhu-clsp/kreyol-mt | 1.9M | 1.2K | 9 |
| community-datasets/udhr | — | 123 | 2 |
| cis-lmu/GlotStoryBook | 80.1K | 67 | 7 |
| FrancophonIA/gatitos | — | 61 | 4 |
| kargaranamir/GlotStoryBook-backup | 80.1K | 21 | 0 |
| Bretagne/PolyWrite_clean | 155 | 11 | 0 |
View on HuggingFace: kri: 7