The Cauldron-JA: 1-10 Million Japanese Vision-Language Records

Between 1 million and 10 million Japanese-translated vision-language records comprise this collection created by turing-motors in 2024. It adapts the 50-dataset Cauldron collection used for Idefics2 fine-tuning into Japanese using the DeepL API, specifically targeting visual question answering tasks.

Use Cases

• Fine-tuning vision-language models for Japanese visual question answering tasks
• Evaluating Japanese language comprehension in multimodal contexts
• Training models to generate Japanese descriptions for diverse image sets

Strengths

• 1 million to 10 million record scale
• CC BY 4.0 license for open use
• Derived from the 50-dataset Cauldron collection used for Idefics2

Limitations

• Machine-translated via DeepL API which may introduce linguistic artifacts or inaccuracies
• Excludes OCR, coding, and graph domains present in the original source
• Potential for label noise inherent in large-scale automated translation

Provenance

Source

The Cauldron (Hugging Face) and DeepL API

Collection Method

Machine translation of an existing vision-language dataset collection using DeepL

Freshness

Last updated October 2024.

Geography

Japan (linguistic scope)