datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Kazakh_Multi-Task_corpus
Kazakh Multi-task Corpus
A multi-task NLP dataset in the Kazakh language, covering seven distinct language tasks - from instruction-following and question answering to translation, sentiment analysis, and grammar exercises. Designed to support the development of Kazakh-language models, benchmarks, and linguistic research.
Dataset Summary
Kazakh is a Turkic language spoken by over 13 million people, yet it remains significantly underrepresented in NLP research and… See the full description on the dataset page: https://huggingface.co/datasets/mangi-llm/Kazakh_Multi-Task_corpus.Telugu-MultiTask-Instruct-77K
Telugu MultiTask Instruct 77K — Adaption AutoScientist Challenge Dataset
Powered by Adaptive Data — Adaption Labs
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… See the full description on the dataset page: https://huggingface.co/datasets/narendarcodes/Telugu-MultiTask-Instruct-77K.majid-multitask-dataset
Majid Multi-task Dataset | مجموعه داده چندوظیفهای مجید
English Description 🇬🇧
This dataset provides Persian–English text for multi-task NLP: text classification and question answering, including subtasks such as sentiment analysis and toxicity detection.
Dataset Details
Curated by: Maid121232 (Majid)
Languages: Persian (fa), English (en)
License: Apache-2.0
Size: Small (< 10k samples)
Tasks: Text Classification, Question Answering
Dataset Structure
Files: train.csv… See the full description on the dataset page: https://huggingface.co/datasets/Maid121232/majid-multitask-dataset.sec-extraction-multitask-v4
SEC Extraction Multitask v4
Instruction-tuning dataset for fine-tuning a small language model (e.g. Gemma 4 E2B) to extract structured data from SEC filings across three verticals:
Exhibit 10 (contracts) — financial terms from executive employment, credit agreements, indemnification, licensing, and similar filings
DEF 14A (proxy statements) — executive compensation, governance items, say-on-pay
MD&A (10-K / 10-Q Management's Discussion & Analysis) — operating metrics, segment… See the full description on the dataset page: https://huggingface.co/datasets/TheTokenFactory/sec-extraction-multitask-v4.MultiTaskNLP-TestDataset
MultiTaskNLP-Dataset
1. Introduction
The MultiTaskNLP-Dataset has undergone significant quality improvements through iterative data curation. In the latest version, we have substantially enhanced the data completeness and label accuracy by implementing rigorous annotation protocols and multi-stage quality assurance mechanisms. The dataset demonstrates outstanding quality metrics across various dimensions, including completeness, accuracy… See the full description on the dataset page: https://huggingface.co/datasets/toolevalxm/MultiTaskNLP-TestDataset.thai-multitask-starter
Thai Multitask 9.6K
ชุดข้อมูลตั้งต้นสำหรับ instruction tuning ภาษาไทย ครอบคลุมงานสนทนา ถาม–ตอบ สรุป
แปล จำแนกข้อความ ตรวจแก้ภาษา คณิตศาสตร์ และ structured output
ข้อมูลทุกแถวสร้างขึ้นใหม่ด้วยกฎแบบ deterministic ไม่มีการคัดลอกจากเว็บไซต์หรือ
ข้อมูลส่วนบุคคลจริง เหมาะสำหรับทดลอง supervised fine-tuning และทดสอบ pipeline
แต่ควรเพิ่มข้อมูลที่มนุษย์ตรวจทานและข้อมูลภาษาธรรมชาติก่อนใช้กับระบบจริง
จำนวนข้อมูลทั้งหมด 9,599 ตัวอย่าง: train 8,639, validation 480 และ test 480… See the full description on the dataset page: https://huggingface.co/datasets/Phettae/thai-multitask-starter.nexa-science-multitask-balanced
Nexa Science Multitask Balanced
This dataset is a curated, instruction-formatted scientific multitask mixture for:
claim verification (<TASK:VERIFY>)
abstract-grounded biomedical QA (<TASK:QA>)
retrieval relevance re-ranking (<TASK:RERANK>)
Format
Each row is JSONL with:
{task, instruction, input, output, meta}
Splits Included
train_balanced_short.jsonl
val_balanced_short.jsonl
stats_balanced_short.json
Notes
QA in this balanced release is… See the full description on the dataset page: https://huggingface.co/datasets/AethronPhantom/nexa-science-multitask-balanced.scientific-multitask-instructions
Scientific Multitask Instructions
A multi-task scientific instruction-following dataset created for
supervised fine-tuning and preference-optimization experiments.
Dataset summary
The dataset contains 1,576 conversational scientific examples across
eight task types.
Split
Examples
Train
1,260
Validation
158
Test
158
Total
1,576
Task distribution
Task
Examples
Scientific question answering
256
Summarization
220… See the full description on the dataset page: https://huggingface.co/datasets/Miladsaeedi70/scientific-multitask-instructions.eg-legal-multi-task
Arabic Legal Dataset - Multi-Task Legal Learning
Dataset Description
Multi-task learning dataset combining classification, QA, NER, and summarization tasks in unified format.
This dataset contains 1,046 examples of multi_task data derived from Egyptian legal texts, including criminal law, civil law, procedural law, and personal status law. The dataset is designed for training and evaluating Arabic legal AI models.
Dataset Summary
Language: Arabic (Egyptian… See the full description on the dataset page: https://huggingface.co/datasets/fr3on/eg-legal-multi-task.