| --- |
| annotations_creators: [] |
| language: |
| - hi |
| - en |
| - multilingual |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - multilingual |
| pretty_name: 'adaption-multilingual_instruction_tuning' |
| size_categories: |
| - 10K<n<100K |
| source_datasets: |
| - 'extended|https://huggingface.co/datasets/deepmage121/sharegpt-mix-20k' |
| tags: |
| - adaption |
| - instruction-tuning |
| - code |
| - writing-editing-communication |
| - science |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/deepmage121/sharegpt-mix-20k) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-multilingual_instruction_tuning |
|
|
| This dataset contains multi-turn conversational pairs featuring instructions and responses in Bengali, Hindi, and English. The content spans diverse domains including creative storytelling, code generation, technical troubleshooting, legal documentation, and conceptual explanations tailored for different audiences. Each sample demonstrates an assistant following user prompts to translate, expand, debug, or explain complex topics. |
|
|
| ### Dataset size |
|
|
| There are 40,880 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 |
| - Code (34%) |
| - Writing-editing-communication (12%) |
| - Science (10%) |
|
|
| ### Language |
| - Hindi (30%) |
| - Bangla (26%) |
| - English (24%) |
|
|
| ### Tone |
| - Technical (22%) |
| - Professional (16%) |
| - Explanatory (12%) |
|
|
| ### Evaluation Results |
|
|
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/47fad6ee-e26d-498a-8290-8efadcfb81a3.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/e93d05b0-1b52-4854-9647-12a65a67e81d.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/7fd0ba48-2a23-4349-b2ef-de86a2c5b745.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
