The reasoning datasets that defined 2025. Part 1 of Datasets Wrapped 2025. #DatasetsWrapped2025
Daniel van Strien PRO
davanstrien
AI & ML interests
Machine Learning Librarian
Recent Activity
updated
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data-is-better-together/fineweb-c-progress
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librarian-bots/dataset-columns
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a dataset
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librarian-bots/arxiv-metadata-snapshot
Organizations
Creating a smol model for tl;dr-ing the hub
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davanstrien/Smol-Hub-tldr
Text Generation • 0.4B • Updated • 34 • 11 -
Semantic Hugging Face Hub Search
🔎84Find datasets and models using semantic search
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davanstrien/hub-tldr-dataset-summaries-llama
Viewer • Updated • 5k • 92 • 1 -
davanstrien/hub-tldr-model-summaries-llama
Viewer • Updated • 5k • 83 • 1
A collection of demos for various approaches to synthetic data generation
Papers about synthetic dataset generation
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Better Synthetic Data by Retrieving and Transforming Existing Datasets
Paper • 2404.14361 • Published • 2 -
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
Paper • 2403.04190 • Published • 1 -
Best Practices and Lessons Learned on Synthetic Data for Language Models
Paper • 2404.07503 • Published • 31 -
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language Models
Paper • 2404.14445 • Published
This collection contains models, datasets and spaces related to historic language models i.e. language models trained on historic data
Datasets suitable for Image Preference Optimization based on their colum names
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davanstrien/reasoning-required
Viewer • Updated • 5k • 277 • 19 -
davanstrien/ModernBERT-based-Reasoning-Required
Text Classification • 0.1B • Updated • 40 • 10 -
davanstrien/fineweb-with-reasoning-scores-and-topics
Viewer • Updated • 10k • 70 • 1 -
davanstrien/fine-reasoning-questions
Viewer • Updated • 244 • 127 • 19
Maths reasoning datasets found using https://huggingface.co/spaces/librarian-bots/huggingface-datasets-semantic-search
Example of using distilabel to generate synthetic triplets data for fine-tuning a Sentence Transformer model
🌸 This is a collection of synthetic datasets built to help improve the ability of open language models to better write haikus through the use of DPO
A collection of datasets that probably support DPO
The reasoning datasets that defined 2025. Part 1 of Datasets Wrapped 2025. #DatasetsWrapped2025
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davanstrien/reasoning-required
Viewer • Updated • 5k • 277 • 19 -
davanstrien/ModernBERT-based-Reasoning-Required
Text Classification • 0.1B • Updated • 40 • 10 -
davanstrien/fineweb-with-reasoning-scores-and-topics
Viewer • Updated • 10k • 70 • 1 -
davanstrien/fine-reasoning-questions
Viewer • Updated • 244 • 127 • 19
Creating a smol model for tl;dr-ing the hub
-
davanstrien/Smol-Hub-tldr
Text Generation • 0.4B • Updated • 34 • 11 -
Semantic Hugging Face Hub Search
🔎84Find datasets and models using semantic search
-
davanstrien/hub-tldr-dataset-summaries-llama
Viewer • Updated • 5k • 92 • 1 -
davanstrien/hub-tldr-model-summaries-llama
Viewer • Updated • 5k • 83 • 1
Maths reasoning datasets found using https://huggingface.co/spaces/librarian-bots/huggingface-datasets-semantic-search
A collection of demos for various approaches to synthetic data generation
Example of using distilabel to generate synthetic triplets data for fine-tuning a Sentence Transformer model
Papers about synthetic dataset generation
-
Better Synthetic Data by Retrieving and Transforming Existing Datasets
Paper • 2404.14361 • Published • 2 -
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
Paper • 2403.04190 • Published • 1 -
Best Practices and Lessons Learned on Synthetic Data for Language Models
Paper • 2404.07503 • Published • 31 -
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language Models
Paper • 2404.14445 • Published
🌸 This is a collection of synthetic datasets built to help improve the ability of open language models to better write haikus through the use of DPO
This collection contains models, datasets and spaces related to historic language models i.e. language models trained on historic data
A collection of datasets that probably support DPO
Datasets suitable for Image Preference Optimization based on their colum names