Update README.md

README.md

@@ -19,9 +19,32 @@ metrics:
     value: 70.127
 base_model:
 - FacebookAI/xlm-roberta-large
-new_version: Kundyzka/XLM-Roberta-large-informatics-kaz
 pipeline_tag: question-answering
-library_name: adapter-transformers
 tags:
 - computerscience
----
+---
+
+# Description
+
+This model was developed by **Kundyz Maksutova**, PhD Candidate, as part of research on question-answering systems in the Kazakh language. It is a fine-tuned version of `FacebookAI/xlm-roberta-large` on the `Kundyzka/informatics_kaz` dataset, tailored for the domain of computer science.
+
+### Key Features:
+- **Base Model**: `FacebookAI/xlm-roberta-large`
+- **Dataset**: `Kundyzka/informatics_kaz`
+- **Language**: Kazakh (`kk`)
+- **Task**: Question Answering
+- **Performance**:
+  - Validation:
+    - F1 Score: 26.950
+    - Exact Match: 13.116
+  - Test:
+    - F1 Score: 70.127
+    - Exact Match: 49.740
+
+### Intended Use:
+This model is designed for use in question-answering systems, particularly in the domain of computer science and related fields. It can handle questions and provide accurate answers in the Kazakh language, making it an ideal tool for educational, research, and application development purposes.
+
+### Tags:
+- `computerscience`
+
+For more details, fine-tuning instructions, or adaptation to other tasks, refer to the model repository.