| --- |
| annotations_creators: [] |
| language: |
| - te |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-telugu_normalization' |
| size_categories: |
| - 1K<n<10K |
| source_datasets: |
| - 'original' |
| tags: |
| - adaption |
| - instruction-tuning |
| - legal |
| - technology |
| - governance |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-telugu_normalization |
| |
| This dataset contains a collection of user queries and statements written in Telugu, covering diverse topics such as mobile troubleshooting, cyber security threats, insurance renewals, and emergency services. The samples vary from short keywords to detailed problem descriptions involving scams, natural disasters, and administrative procedures. It represents real-world information seeking behavior and support requests from Telugu-speaking users. |
| |
| ### Dataset size |
| |
| There are 8,174 data points in this dataset. This is an instruction tuning dataset. |
| |
| ### Quality of Remastered Dataset |
| |
| The final quality is B, with a relative quality improvement of 40.0%. |
| |
| ### Domain |
| - Legal (18%) |
| - Technology (16%) |
| - Governance (14%) |
| |
| ### Language |
| - Telugu (100%) |
| |
| ### Tone |
| - Helpful (36%) |
| - Informative (32%) |
| - Urgent (16%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0ce7197f-e48c-44b7-8d19-863d34265309.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
| - **Grade Improvement:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/e86a4c77-40cf-4f9a-a07d-a2e93a884590.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
| - **Percentile Chart:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/9ac55977-7766-4021-8872-8bdbc550495a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
