datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
OpenMLE-Tasks
OpenMLE Tasks
📄 Paper
•
🌐 Project
•
💻 Code
•
🤗 Models
•
📚 SFT Traces
OpenMLE Tasks provides machine-learning Task environments. The public SFT trajectories are released separately in OpenMLE-SFT-Traces. These resources accompany the paper Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering and the OpenRSI code release.
Release form
What is included… See the full description on the dataset page: https://huggingface.co/datasets/FrontisAI/OpenMLE-Tasks.OpenMLPerf
Preparing OpenMLPerf dataset
To process the semi-raw MLPerf data into the OpenMLPerf dataset, run the following command:
# Untar raw files
bzip2 -d semi-raw-mlperf-data.tar.bz2
tar xvf semi-raw-mlperf-data.tar
# Create a virtual environment
python -m venv .venv
# Activate the virtual environment
source .venv/bin/activate
# Install the required packages
pip install -r requirements.txt
# Run the processing script
python process.py
The processed dataset will be saved both as… See the full description on the dataset page: https://huggingface.co/datasets/ctuning/OpenMLPerf.OpenMLPerf
Preparing OpenMLPerf dataset
To process the semi-raw MLPerf data into the OpenMLPerf dataset, run the following command:
# Untar raw files
bzip2 -d semi-raw-mlperf-data.tar.bz2
tar xvf semi-raw-mlperf-data.tar
# Create a virtual environment
python -m venv .venv
# Activate the virtual environment
source .venv/bin/activate
# Install the required packages
pip install -r requirements.txt
# Run the processing script
python process.py
The processed dataset will be saved both as… See the full description on the dataset page: https://huggingface.co/datasets/gfursin/OpenMLPerf.ted_2025_08_sample
EU Public Procurement — August 2025 (Enriched CSV)
This dataset contains all public procurement notices from July 2025,parsed and enriched from the European Union's TED (Tenders Electronic Daily).
The full dataset (200,000+ rows) is available for purchase here: Full Dataset on Gumroad
Free Sample vs Full Dataset
Feature
Free Sample (this repo)
Full Dataset (Gumroad)
Rows
100
200,000+
File size
~50 KB
~120 MB+
Format
CSV (UTF-8)
CSV (UTF-8)
Columns
14… See the full description on the dataset page: https://huggingface.co/datasets/OpenMLDatasets/ted_2025_08_sample.openmlted_2025_07_sample
EU Public Procurement — July 2025 (Enriched CSV)
This dataset contains all public procurement notices from July 2025,parsed and enriched from the European Union's TED (Tenders Electronic Daily).
The full dataset (200,000+ rows) is available for purchase here: Full Dataset on Gumroad
Free Sample vs Full Dataset
Feature
Free Sample (this repo)
Full Dataset (Gumroad)
Rows
100
260,000+
File size
~50 KB
~150 MB+
Format
CSV (UTF-8)
CSV (UTF-8)
Columns
14… See the full description on the dataset page: https://huggingface.co/datasets/OpenMLDatasets/ted_2025_07_sample.openml-eval-qwen3-4b-instructopenml-eval-qwen3-4b-instruct-evalmodalopenml-eval-gpt5-nano-evalmodalopenml-eval-qwen3-4b-instruct_shard0of16openml-eval-qwen3-4b-instruct_shard0of3openml-eval-qwen3-4b-instruct_shard2of3openml-eval-qwen3-4b-instruct_shard1of3openml-eval-gpt5-nanoopenml-eval-qwen3-next-80bOpenMLPerf