This dataset is used for unsupervised post-training of multi-modal large language models (MLLMs). It contains image-text pairs where the 'problem' field presents a question requiring reasoning and the 'answer' field provides a solution. This data supports the MM-UPT framework detailed in the associated paper.
2
5 commits
1 linked in READMEs
updated Jun 2, 2025
README
This dataset is used for unsupervised post-training of multi-modal large language models (MLLMs). It contains image-text pairs where the 'problem' field presents a question requiring reasoning and the 'answer' field provides a solution. This data supports the MM-UPT framework detailed in the associated paper.
- 🐙 GitHub Repo: waltonfuture/MM-UPT
- 📜 Paper (arXiv): Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO (arXiv:2505.22453)
The dataset contains 2101 examples in the training split. Each example includes:
- images: Image data.
- problem: A multi-modal problem requiring reasoning.
- answer: The solution to the problem.
Contributors
4 commits
1 commits
Similar repos
This dataset is used for unsupervised post-training of multi-modal large language models (MLLMs). It contains image-text pairs where the 'problem' field presents a question requiring reasoning and the 'answer' field provides a solution. This data supports the MM-UPT framework detailed in the associated paper.
2
5 commits
1 linked in READMEs
updated Jun 2, 2025
README
This dataset is used for unsupervised post-training of multi-modal large language models (MLLMs). It contains image-text pairs where the 'problem' field presents a question requiring reasoning and the 'answer' field provides a solution. This data supports the MM-UPT framework detailed in the associated paper.
- 🐙 GitHub Repo: waltonfuture/MM-UPT
- 📜 Paper (arXiv): Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO (arXiv:2505.22453)
The dataset contains 2101 examples in the training split. Each example includes:
- images: Image data.
- problem: A multi-modal problem requiring reasoning.
- answer: The solution to the problem.
Similar repos
Linked in READMEs
Contributors
4 commits
1 commits