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柏枫

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柏枫

During November 2024, Bofeng Zhu contributed to the Shubhamsaboo/Qwen3-Coder repository by developing a SQL evaluation framework designed to assess SQL generation performance on the Spider and Bird benchmarks. He implemented Python and Shell scripts for task definition, data loading, generation, and evaluation, while refactoring the pipeline to improve maintainability and streamline data processing. Bofeng also updated documentation using Markdown to present quantization evaluation results for Qwen2.5-Coder-32B, providing clear performance metrics across languages and tasks. His work enhanced the repository’s benchmarking capabilities, supporting reproducible model evaluation and enabling more informed, data-driven decisions for future development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
2
Lines of code
2,628
Activity Months1

Work History

November 2024

3 Commits • 2 Features

Nov 1, 2024

November 2024 monthly summary for Shubhamsaboo/Qwen3-Coder: Features delivered include a SQL Evaluation Framework for evaluating SQL generation across Spider and Bird benchmarks, plus data prep updates and refactoring to streamline the evaluation pipeline. Documentation updated to include quantization evaluation results in qwencoder-eval/instruct README, with markdown tables showing performance across languages and tasks for various quantized versions of Qwen2.5-Coder-32B. No major bugs fixed this month. These contributions enhance benchmarking capabilities, reproducibility, and visibility into model performance, enabling data-driven decisions and faster iteration.

Activity

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Quality Metrics

Correctness96.6%
Maintainability93.4%
Architecture93.4%
Performance86.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

MarkdownPythonShell

Technical Skills

Code RefactoringData EvaluationData ProcessingDocumentationEvaluation FrameworksMachine LearningModel EvaluationNatural Language ProcessingSQLShell ScriptingSoftware Engineering

Repositories Contributed To

1 repo

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Shubhamsaboo/Qwen3-Coder

Nov 2024 Nov 2024
1 Month active

Languages Used

MarkdownPythonShell

Technical Skills

Code RefactoringData EvaluationData ProcessingDocumentationEvaluation FrameworksMachine Learning