| --- |
| language: |
| - ku |
| metrics: |
| - perplexity |
| pipeline_tag: fill-mask |
| --- |
| |
| # KurdBERT |
| - Type: BERT-based language model transformer |
| - Description: KurdBERT is a pre-trained language model specifically tailored for the Kurdish languages (Sorani and Kurmanji). It can be used for various NLP tasks, including text classification, named entity recognition, and more. |
|
|
| ## How to use |
| ```python |
| # Use a pipeline as a high-level helper |
| from transformers import pipeline |
| |
| pipe = pipeline("fill-mask", model="language-ml-lab/KurdBert") |
| ``` |
|
|
| ```python |
| # Load model directly |
| from transformers import AutoTokenizer, AutoModelForMaskedLM |
| |
| tokenizer = AutoTokenizer.from_pretrained("language-ml-lab/KurdBert") |
| model = AutoModelForMaskedLM.from_pretrained("language-ml-lab/KurdBert") |
| ``` |
