Shubhamsaboo/MiniCPM-V
Jan 2025 – Jan 2025
1 Month active
Languages Used
Python
Technical Skills
Code RefactoringComputer VisionData PreprocessingDeep LearningModel Training
fzc8578
PROFILE
Fzc8578
Worked on the Shubhamsaboo/MiniCPM-V repository to expand the supervised fine-tuning pipeline with support for video data, enabling the encoding and processing of video frames alongside images. This required adjustments to data loading and preprocessing logic, leveraging Python and deep learning frameworks to handle new input modalities. Addressed a robustness issue in the training workflow by refactoring Trainer.py to use direct processor access during save operations, which improved reliability and reduced runtime errors. The work combined skills in code refactoring, computer vision, and model training, resulting in a more maintainable pipeline and broader applicability for multimodal model development.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
2Total
Bugs
1
Commits
2
Features
1
Lines of code
192
Activity Months1
Your Network
10 peopleWork History
January 2025
2 Commits • 1 Features
Jan 1, 2025Monthly summary for 2025-01 highlighting delivered features, fixed bugs, and overall impact for Shubhamsaboo/MiniCPM-V. Focus areas include new video data support in the supervised fine-tuning (SFT) pipeline, a robustness fix in the training save path, and the resulting business value from expanded modality support and more reliable operations.
2 Commits • 1 Features
Jan 1, 2025Monthly summary for 2025-01 highlighting delivered features, fixed bugs, and overall impact for Shubhamsaboo/MiniCPM-V. Focus areas include new video data support in the supervised fine-tuning (SFT) pipeline, a robustness fix in the training save path, and the resulting business value from expanded modality support and more reliable operations.
January 2025
Activity
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Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Code RefactoringComputer VisionData PreprocessingDeep LearningModel Training
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