datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nordjylland-news-summarization
Dataset Card for "nordjylland-news-summarization"
Dataset Summary
This dataset consists of pairs containing text and corresponding summaries extracted from the Danish newspaper TV2 Nord.
Supported Tasks and Leaderboards
Summarization is the intended task for this dataset. No leaderboard is active at this point.
Languages
The dataset is available in Danish (da).
Dataset Structure
An example from the dataset looks as… See the full description on the dataset page: https://huggingface.co/datasets/alexandrainst/nordjylland-news-summarization.scored_summarization_datasets
Dataset Card for "Scored-Summarization-datasets"
A collection of Text summarization datasets geared towards training a multi-purpose text summarizer.
Each dataset is a parquet file with the following features.
default
text: a string feature. The source document
summary: a string feature. The summary of the document
provenance: a string feature. Information about the sub dataset.
t5_text_token_count: a int64 feature. The number of tokens the text is encoded in.… See the full description on the dataset page: https://huggingface.co/datasets/jordiclive/scored_summarization_datasets.arxiv_summarization_postprocess
Dataset Card for "arxiv_summarization_postprocess"
More Information needed
reddit-posts-summarization-grpo
GRPO Summarization Eval Rollouts
Evaluation artifacts for all GRPO summarization checkpoints from smolcluster — a distributed GRPO training framework for Apple Silicon Mac clusters.
Two base models were fine-tuned across two training strategies and six reward configurations each, then evaluated on 200 examples from the mlabonne/smoltldr test split.
Judge: gpt-5-mini-2025-08-07 · Framework: DeepEval G-Eval · Rounds: 5 averaged · Metrics (each 0–1): Faithfulness · Coverage ·… See the full description on the dataset page: https://huggingface.co/datasets/YuvrajSingh9886/reddit-posts-summarization-grpo.govreport-summarization-8192
GovReport Summarization - 8192 tokens
ccdv/govreport-summarization with the changes of:
data cleaned with the clean-text python package
total tokens for each column computed and added in new columns according to the long-t5 tokenizer (done after cleaning)
train info
RangeIndex: 8200 entries, 0 to 8199
Data columns (total 4 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 report 8200 non-null… See the full description on the dataset page: https://huggingface.co/datasets/pszemraj/govreport-summarization-8192.collabllm-multiturn-scientific-papers-summarizationamazon-all-beauty-led-summarization
Amazon All_Beauty LED Summarization
This dataset contains 2,000 product-level long-context review inputs with synthetic abstractive reference summaries for multi-review summarization.
It is derived from the Amazon Reviews 2023 All_Beauty category and extends the source-only dataset:
vltruong01/amazon-all-beauty-led-reviews
Each example contains multiple selected customer reviews for one Amazon product, one synthetic teacher-generated consensus summary, and quality-control fields… See the full description on the dataset page: https://huggingface.co/datasets/vltruong01/amazon-all-beauty-led-summarization.legal-document-summarization# Legal Document Summarization Dataset
This dataset was prepared for a Legal Document Summarization project using Indian legal judgments.
Dataset
The dataset contains training and test records created from legal documents. Each record consists of a legal text chunk and its corresponding aligned summary.
Split
Records
Train
1,287
Test
675
Total
1,962
Fields
doc_id — Document identifier
chunk_id — Chunk identifier within the document
section —… See the full description on the dataset page: https://huggingface.co/datasets/bubbles01/legal-document-summarization.telegram-financial-sentiment-summarizationkazakh-news-summarization-20k-adapted
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
kazakh_news_summarization
This dataset contains pairs of Kazakh language prompts and completions focused on summarizing news articles from sources like BAQ.KZ. The content covers diverse topics including social issues, legal cases, government initiatives, and international events within Kazakhstan and abroad. Each entry consists of a standard instruction to summarize text… See the full description on the dataset page: https://huggingface.co/datasets/shayekh/kazakh-news-summarization-20k-adapted.financial-reports-extractive-summarization_eval
Financial Reports Extractive Summarization Evaluation Dataset
Validation and test splits for evaluating models on Arabic financial reports extractive summarization.
Dataset Structure
Format: Simple prompt-answer pairs
Validation: ~20 examples (10%)
Test: ~20 examples (10%)
Language: Arabic
Domain: Financial reports and market news
Fields
id: Unique identifier
prompt: The summarization prompt
full_text: Complete financial report
answer: Ground… See the full description on the dataset page: https://huggingface.co/datasets/SahmBenchmark/financial-reports-extractive-summarization_eval.sinhala-summarization-dataset
Sinhala Text Summarization Dataset
Dataset Description
This dataset is a Sinhala text summarization dataset created for research in low-resource language summarization. The dataset contains 2,493 Sinhala article-summary pairs collected from diverse publicly accessible Sinhala online sources.
This repository contains a Sinhala article-summary dataset introduced in the following IEEE conference publication:
Sinhala Automatic Text Summarization: Dataset Creation and… See the full description on the dataset page: https://huggingface.co/datasets/hans1k/sinhala-summarization-dataset.reference-free-rl-summarization-data
Reference-free RL Summarization Experimental Data
This repository contains experimental data splits, metadata, and processed subsets used for a study on verifier-composable penalty-shaped reinforcement learning for reference-free summarization.
Configs
vnexpress: Vietnamese VnExpress train/validation/test split used in the study. Unless explicit redistribution permission is available, this config releases metadata and split information only.
cnn_dailymail_subset:… See the full description on the dataset page: https://huggingface.co/datasets/phuongntc/reference-free-rl-summarization-data.nordjylland-news-summarization-subset
[WIP] Dataset Card for "nordjylland-news-summarization-subset"
Please note that this dataset and dataset card both are works in progress. For now refer to the related thesis for all details
Qwen3-4B-customerservice-context-summarization-llm-judge-data
customer-service-context-summarization-evaluation-data
Qwen3-4B-customerservice-context-summarization-llm-judge-data
Dataset updated with context summarization evaluation columns.
This README refresh triggers Hugging Face metadata re-index.
financial-reports-extractive-summarization_train
Financial Reports Extractive Summarization Training Dataset
Training split of the Arabic financial reports extractive summarization dataset in conversational format.
Dataset Structure
Format: Conversational (human-agent pairs)
Size: ~160 training examples (80% of total)
Language: Arabic
Domain: Financial reports and market news
Features
id: Unique identifier
conversations: Human prompt and agent summary
report_type: Type of financial report… See the full description on the dataset page: https://huggingface.co/datasets/SahmBenchmark/financial-reports-extractive-summarization_train.Wish-Summarization-Falcon
Dataset Card for "Wish-Summarization-Falcon"
More Information needed
russian_summarizationOpenai_Summarization_Preference_Geminiresume-summarization-dataset
Resume Summarization Dataset
This dataset contains machine-generated summaries of 14,505 resumes using gpt-4o-mini. Each entry includes the original resume and a markdown-formatted summary divided into 5 sections.
Structure
Each row is a JSON object with:
resume: The original resume text
summary: The structured markdown summary
input_tokens and output_tokens: (optional) token usage info
License
Some portions of this dataset are derived from public sources… See the full description on the dataset page: https://huggingface.co/datasets/jbeiroa/resume-summarization-dataset.gemini-2.5-flash-customerservice-context-summarization-llm-judge-data
customer-service-context-summarization-evaluation-data
Lakshan2003/gemini-2.5-flash-customerservice-context-summarization-llm-judge-data
Dataset updated with context summarization evaluation columns.
This README refresh triggers Hugging Face metadata re-index.
plora-clean-summarization
PLoRA Clean Multilingual Summarization
This dataset is a cached, length-filtered training bundle for the local PLoRA
notebook. It contains prompt/answer records whose full Qwen chat-formatted
sequence length is at most 4096 tokens.
Languages: hin_Deva (Hindi), fra_Latn (French), cmn_Hans (Chinese), urd_Arab (Urdu), eng_Latn (English), nld_Latn (Dutch), pol_Latn (Polish), snd_Arab (Sindhi), ben_Beng (Bengali), mar_Deva (Marathi)
Counts:
Train records: 100,000
Validation records: 8… See the full description on the dataset page: https://huggingface.co/datasets/divyajot5005/plora-clean-summarization.Wish-Summarization-Llama
Dataset Card for "Wish-Summarization-Llama"
More Information needed
multi_domain_summarization_datasetLlama3.2-3B-instruct-customerservice-context-summarization-llm-judge-data
customer-service-context-summarization-evaluation-data
Llama3.2-3B-instruct-customerservice-context-summarization-llm-judge-data
Dataset updated with context summarization evaluation columns.
This README refresh triggers Hugging Face metadata re-index.
summarization
Dataset Card for "summarization"
More Information needed
nepali-news-summarization-scraped-news-setopati-for-college-projectopenai_summarization_preference_gemini_justifiedLlama3.1-8b-instruct-customerservice-context-summarization-llm-judge-data
customer-service-context-summarization-evaluation-data
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-llm-judge-data
Dataset updated with context summarization evaluation columns.
This README refresh triggers Hugging Face metadata re-index.
summarization-checkpoint-downloads