task_categories:question-answering license:apache-2.0 modality:image region:us
---
license: apache-2.0
task_categories:
- question-answering
---

# Dataset Card for VisualReasoner-30k

## Dataset Details

This dataset is an extension of [VisualReasoner-1M](https://huggingface.co/datasets/orange-sk/VisualReasoner-1M), containing approximately 30k cases and can be used for training visual reasoning tasks. 
Unlike VisualReasoner-1M, this dataset models the reasoning process in an end-to-end format to better accommodate scenarios where explicit tool invocation is not allowed.

## Dataset Descriptions

The structure of each case is as follows:

```json
{
    "identity": "Case ID",
    "image": "Image file path",
    "query": "Query",
    "response": "Reasoning process and result in rationale format"
}
```

## Uses

- Train reasoning models to improve their ability to think through complex problems.
- Study the effectiveness of different reasoning strategies and techniques.




