---
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: []
---

![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/26630311-15c4-49b4-a8a4-66bcfe797ba4.png)

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;" />