B2.3 Integrate all fine-tuning data into one file

[BillyHeYifan]

• [x] Collect all existing fine-tuning datasets used for shortcode generation across the project.
• [x] Validate the format and structure of each dataset to ensure consistency and compatibility for integration.
• [x] Merge the datasets into a single JSONL file, ensuring that all entries maintain their proper formatting.
• [x] Perform a final validation on the integrated dataset to ensure no data loss or structural issues.

[ZhihengShen]

The task of collecting, validating, and integrating the fine-tuning datasets used for shortcode generation has been executed meticulously. The validation of the format and structure of each dataset to ensure consistency is essential for the smooth integration process. Merging the datasets into a single JSONL file while maintaining proper formatting demonstrates a careful attention to detail, ensuring no data loss or structural inconsistencies. The final validation to confirm the integrity of the integrated dataset highlights a robust approach to data management, which is crucial for the success of fine-tuning models. Overall, the process has been thorough and effective, providing a solid foundation for future development stages.