| datasets: | |
| - Kundyzka/informatics_kaz | |
| language: | |
| - kk | |
| base_model: | |
| - nur-dev/roberta-large-kazqad | |
| pipeline_tag: question-answering | |
| license: apache-2.0 | |
| metrics: | |
| - accuracy | |
| - f1 | |
| tags: | |
| - informatics | |
| library_name: transformers | |
| # Model Card for roberta-large-kazqad-informatics_kaz | |
| This model is a fine-tuned version of nur-dev/roberta-large-kazqad, adapted for question-answering tasks in the Kazakh language using the Kundyzka/informatics_kaz dataset. | |
| ## Model Details | |
| ### Model Description | |
| This model has been optimized for question-answering in Kazakh within the domain of informatics. It leverages the RoBERTa architecture and has been trained to provide accurate responses to technical and academic questions in this field. | |
| - **Developed by:** Tleubayeva Arailym, Saparbek Makhambet, Bassanova Nurgul, Shomanov Aday, [Sabitkhanov Askhat](https://huggingface.co/SayBitekhan) | |
| - **Model type:** Transformer-based (RoBERTa) | |
| - **Language(s) (NLP):** Kazakh (kk) | |
| - **License:** apache-2.0 | |
| ## Evaluation | |
| ### Results | |
| EM - 56,69(+316.2%) | |
| F1 score- 69,70(+220.8%) | |
| ## Model Card Authors | |
| Tleubayeva Arailym | |
| Saparbek Makhambet | |
| Bassanova Nurgul | |
| [Sabitkhanov Askhat](https://huggingface.co/SayBitekhan) |