---
license: cc-by-sa-3.0
task_categories:
- question-answering
- text-generation
- translation
- summarization
language:
- te
tags:
- adaption-labs
- autoscientist
- telugu
- low-resource-language
- multi-task
- reasoning-traces
- hackathon
size_categories:
- 10K<n<100K
---

# Telugu MultiTask Instruct 77K — Adaption AutoScientist Challenge Dataset

> **Powered by Adaptive Data — [Adaption Labs](https://www.adaptionlabs.ai/)**

## Dataset Description

A large-scale, multi-task Telugu instruction-tuning dataset combining 77,653 rows from 7 open-source Telugu NLP collections. Covers diverse tasks including news summarization, QA, creative writing, translation, and general instruction following — all processed through the **Adaption Labs AutoScientist** platform for quality enhancement.

This dataset was created for the [2026 Adaption AutoScientist Challenge](https://hackindia.org/2026/adaption-autoscientist-challenge-50000-prize-pool) (Language Category).

## Dataset Details

| Field | Value |
|:---|:---|
| **Size** | 77,653 rows |
| **Format** | JSONL |
| **Language** | Telugu (te) |
| **License** | CC-BY-SA-3.0 |

## Source Data & Attribution

| Source | Description | License |
|:---|:---|:---|
| Telugu Alpaca Cleaned (`telugu_ai_instructions`) | General instruction following | CC-BY-4.0 |
| Dolci SFT Telugu (`telugu_instruction_pairs`) | Instruction-response pairs | Apache-2.0 |
| TyDi QA Telugu (`telugu_qa_news_gen`) | News-based QA | Apache-2.0 |
| Aya Telugu Poems & News (`telugu_news_and_poetry_gen`) | Creative writing & journalism | Apache-2.0 |
| Telugu News Summarization (`telugu_news_summaries`) | Article summarization | MIT |
| Samanantar EN-TE / Dolly 15K (`english_to_telugu_translation`) | Translation pairs | CC-0 / CC-BY-SA-3.0 |
| Telugu QA Andhra Facts (`telugu_qa_andhra_facts`) | Regional knowledge QA | Mixed Open |

## Quality Enhancement via Adaption Labs

The dataset was processed through the Adaption Labs Adaptive Data Pipeline:

| Metric | Before | After | Change |
|:---|:---|:---|:---|
| Grade | C | **B** | ⬆️ |
| Score | 6.0 | **8.14** | +35.6% |
| Percentile | — | **18.23** | — |

**AutoScientist features applied:**
- ✅ Prompt Deduplication
- ✅ Prompt Rephrase
- ✅ Hallucination Mitigation
- ✅ Reasoning Traces

## Associated Model

- **HuggingFace:** [narendarcodes/adaption-gpt-oss-120b-telugu-instruct](https://huggingface.co/narendarcodes/adaption-gpt-oss-120b-telugu-instruct)
- **Base Model:** `togethercomputer/gpt-oss-120b-bf16` (117B)
- **Win Rate:** 66% adapted vs. 34% base

## Citation

```
@misc{golla2026telugu_data,
  title={Telugu MultiTask Instruct 77K Dataset},
  author={Golla Narendar},
  year={2026},
  note={Processed via Adaption Labs AutoScientist. Powered by Adaptive Data.}
}
```

---

> **Powered by Adaptive Data — [Adaption Labs](https://www.adaptionlabs.ai/)**