---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 2227895442
    num_examples: 2379
  download_size: 2216522714
  dataset_size: 2227895442
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---



```python
def remove_ref_tags_except_image_from_sample(sample):
    """
    cleanup the deepseek exrtra tags
    """
    lines = sample["text"].split('\n')
    filtered_lines = []
    
    for line in lines:
        # Check if line contains any <|ref|> tag
        if '<|ref|>' in line:
            # Keep the line only if it contains <|ref|>image<|/ref|>
            if '<|ref|>image<|/ref|>' in line:
                filtered_lines.append(line)
        else:
            # Keep lines without <|ref|> tags
            filtered_lines.append(line)
    
    out = '\n'.join(filtered_lines)
    return {'text':out.strip()}
```