datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
open-jobs-daily
Open Jobs Daily 🌍💼
Commercial vendors often charge upwards of $1,000/month for firehose access to global job market data. This dataset democratizes that access.
The main creator of this dataset is Reddit user OminousLatinWord. For convenience, I converted the dataset to Parquet files and uploaded it to Hugging Face.
Source Data & Attribution
Creator: Created and originally open-sourced by Reddit user OminousLatinWord under a CC0 license.
Source Release:… See the full description on the dataset page: https://huggingface.co/datasets/Yigit-Karaman/open-jobs-daily.HIP-training-and-evaluation-data
HIP Training and Evaluation Data
This dataset contains the text data released with Base Models Look Human To AI Detectors for reproducing the Humanization by Iterative Paraphrasing (HIP) training setup and the prefix-based continuation evaluation.
Configs
training
data/train.parquet contains 10,581 supervised HIP training pairs with seven columns:
dataset: upstream dataset family, either raid or mage.
source: selected source domain or subcorpus.
text: original… See the full description on the dataset page: https://huggingface.co/datasets/YixuanEvenXu/HIP-training-and-evaluation-data.SWE-Together
SWE-Together
SWE-Together: Evaluating Coding Agents in Interactive User Sessions.
SWE-Together reconstructs the multi-turn loop from real user–agent coding
sessions, replaying each with a reactive user simulator that asks
questions, adds requirements, and pushes back — preserving the original
user's intent. This dataset holds the 109 discriminating tasks of the
canonical suite as one metadata row per task.
📄 Paper: https://huggingface.co/papers/2606.29957
🌐 Website:… See the full description on the dataset page: https://huggingface.co/datasets/yifannnwu/SWE-Together.PaperWritingBench
PaperWritingBench 🎻
PaperWritingBench is the first benchmark designed to evaluate how well autonomous AI research paper writing systems can synthesize raw research materials into submission-ready papers.
[Paper] [Project Page] [Code]
Dataset Structure
This repository contains:
datasets.zip: The full dataset containing cvpr2025 and iclr2025 folders with raw materials.
metadata.json: A JSON file listing metadata for all 200 papers, including venue, paper ID, number… See the full description on the dataset page: https://huggingface.co/datasets/yiwen-song/PaperWritingBench.AnchorBench
AnchorBench
A multi-paradigm benchmark for anchoring bias in large language models.
Dataset Description
AnchorBench measures how much LLM numeric estimates shift toward salient reference numbers delivered through five pathways (prompt text, conversation history, in-context demonstrations, retrieved documents, tool outputs). Each item is presented under matched conditions that share the same evidence and gold answer; only the anchor changes. The benchmark… See the full description on the dataset page: https://huggingface.co/datasets/Yiderigun/AnchorBench.Skill2-Bench
Skill²-Bench
Skill²-Bench is a benchmark of multi-step tasks that force LLMs to switch between skills, introduced in the paper "Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning".
Long-horizon tasks require models to switch between skills, not just execute a single skill well. Each Skill²-Bench task embeds a sequence of 2–10 steps in a coherent real-world scenario, where consecutive steps draw on different skills (e.g., algorithm design… See the full description on the dataset page: https://huggingface.co/datasets/yinghuihe/Skill2-Bench.OR-Space
OR-Space
A full-lifecycle workspace benchmark for industrial optimization agents.
OR-Space evaluates whether LLM agents can do reliable operations research work
inside executable, multi-file workspaces. Each instance keeps business
requirements, parameter files, source code, solver artifacts, and evaluation
metadata as separate files, forcing the agent to recover and maintain the
optimization model through workspace interaction rather than one-shot text
generation.… See the full description on the dataset page: https://huggingface.co/datasets/YiYao7017/OR-Space.grade-aware-llm-training-data
Grade-Aware LLM Training Dataset
Dataset Description
This dataset contains 1,107,690 high-quality instruction-tuning examples for grade-aware text simplification, designed for fine-tuning large language models to simplify text to specific reading grade levels with precision and semantic consistency.
Dataset Summary
Total Examples: 1,107,690
Task: Text simplification with precise grade-level targeting
Language: English
Grade Range: 1-12+ (precise 2-decimal… See the full description on the dataset page: https://huggingface.co/datasets/yimingwang123/grade-aware-llm-training-data.Chinese-DeepSeek-R1-Distill-data-110k
中文基于满血DeepSeek-R1蒸馏数据集（Chinese-Data-Distill-From-R1）
🤗 Hugging Face | 🤖 ModelScope | 🚀 Github | 📑 Blog
注意：提供了直接SFT使用的版本，点击下载。将数据中的思考和答案整合成output字段，大部分SFT代码框架均可直接直接加载训练。
本数据集为中文开源蒸馏满血R1的数据集，数据集中不仅包含math数据，还包括大量的通用类型数据，总数量为110K。
为什么开源这个数据？
R1的效果十分强大，并且基于R1蒸馏数据SFT的小模型也展现出了强大的效果，但检索发现，大部分开源的R1蒸馏数据集均为英文数据集。 同时，R1的报告中展示，蒸馏模型中同时也使用了部分通用场景数据集。
为了帮助大家更好地复现R1蒸馏模型的效果，特此开源中文数据集。该中文数据集中的数据分布如下：
Math：共计36568个样本，
Exam：共计2432个样本，
STEM：共计12648个样本，… See the full description on the dataset page: https://huggingface.co/datasets/yifeng222/Chinese-DeepSeek-R1-Distill-data-110k.Pannot-data-ec-reasoning
Pannot EC Reasoning
This dataset contains protein evidence, teacher-generated hierarchical reasoning,
and Enzyme Commission (EC) labels for evidence-conditioned EC prediction.
The repository is initially private because redistribution terms for the
teacher-generated text still need to be confirmed. UniProt-derived content is
attributed under CC BY 4.0. See LICENSE.md.
Configurations
Configuration
Rows
Intended use
verified
132
Preferred SFT subset.… See the full description on the dataset page: https://huggingface.co/datasets/Yining04/Pannot-data-ec-reasoning.