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| title: Kabyle POS Tagger | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 6.15.2 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| # Kabyle POS Tagger Demo | |
| Interactive demo for the [boffire/kabyle-pos](https://huggingface.co/boffire/kabyle-pos) model — a Part-of-Speech tagger for **Kabyle** (`kab`), a Berber language spoken in Algeria. | |
| ## Model Details | |
| - **Base:** XLM-RoBERTa-base | |
| - **Task:** Token Classification (POS tagging) | |
| - **Test F1:** 87.5% | |
| - **Tagset:** Universal Dependencies (17 tags) | |
| ## Usage | |
| Type or paste a Kabyle sentence and click **Submit** to see predicted POS tags with confidence scores. | |
| ## Limitations | |
| - Trained on ~1,200 sentences (small dataset) | |
| - Struggles with complex cliticized verb forms | |
| - Domain bias toward short translated sentences (Tatoeba corpus) | |
| - No diacritic normalization | |
| ## Citation | |
| Side part of the **Masakhane** initiative for African NLP. See the model card for full citation details. |