Downloads · 30 days
6
12% of all-time downloads
dholuo-pos-afroxlmr-finetuned
Omballa/dholuo-pos-afroxlmr-finetuned
dholuo-pos-afroxlmr-finetuned is a token classification model from Omballa. Use it when you need labels on individual words, such as names. The card lists the license as apache-2.0.
This model is a fine-tuned version of masakhane/luo-pos-tagger-afroxlmr trained on KenCorpus POS-tagged Dholuo data.
All-time downloads
50
Public
Parameters
559M
2.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.2 GB · 99%
At a glance
- Task
- Token Classification
- License
- apache-2.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jan 19, 2026
- Updated
- Jan 20, 2026
- SHA
- ae10e584
Datasets
Model card
From the Hugging Face model README
Dholuo POS Tagger (AfroXLM-R)
This model is a fine-tuned version of masakhane/luo-pos-tagger-afroxlmr
trained on KenCorpus POS-tagged Dholuo data.
Evaluation Results
The model was evaluated on the KenCorpus Dholuo POS test set.
| Metric | Value |
|---|---|
| Accuracy | 0.7167 |
| Macro F1 | 0.5338 |
| Weighted F1 | 0.7248 |
Per-tag Performance (Test Set)
- Strong performance on NOUN (F1 ≈ 0.86) and VERB (F1 ≈ 0.84)
- Moderate performance on function words (ADP, PRON, DET)
- Rare tags (INTJ, PART, PUNCT) have near-zero scores due to very low support
Usage
from transformers import AutoTokenizer, AutoModelForTokenClassification
model = AutoModelForTokenClassification.from_pretrained(
"Omballa/dholuo-pos-afroxlmr-finetuned"
)
tokenizer = AutoTokenizer.from_pretrained(
"Omballa/dholuo-pos-afroxlmr-finetuned"
)
- Task
- Token Classification
- Type
- xlm-roberta
- License
- apache-2.0
- Languages
- luo
- Created
- Jan 19, 2026
- Updated
- Jan 20, 2026