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Yangjiaxi

PROFILE

Yangjiaxi

Developed a reproducible benchmarking framework within the Shubhamsaboo/Qwen3-Coder repository, focusing on evaluating code generation performance for the QwQ-32B-Preview model. Designed and implemented the LiveCodeBench evaluation framework, which included runner scripts, custom evaluation metrics, and prompt formatting to ensure consistent and reliable measurement of model outputs. Leveraged Python and shell scripting to automate benchmarking processes and maintain repository hygiene through configuration updates and .gitignore improvements. This work established a robust baseline for data-driven model tuning and facilitated cross-version comparisons, enabling more informed decisions and measurable performance improvements in large language model integration and evaluation workflows.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
20,692
Activity Months1

Work History

January 2025

1 Commits • 1 Features

Jan 1, 2025

Concise monthly summary for 2025-01 focusing on delivering a reproducible benchmarking framework for QwQ-32B-Preview. Key achievement: LiveCodeBench evaluation framework with runner scripts, metrics, and prompt formatting, plus configuration updates and .gitignore hygiene to ensure clean, repeatable benchmarks. These efforts establish a baseline for data-driven model tuning and cross-version comparisons, enabling faster, value-driven decisions and measurable performance gains.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

PythonShell

Technical Skills

BenchmarkingEvaluation FrameworksLLM IntegrationMachine LearningNatural Language ProcessingPythonShell ScriptingSoftware Engineering

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

Shubhamsaboo/Qwen3-Coder

Jan 2025 Jan 2025
1 Month active

Languages Used

PythonShell

Technical Skills

BenchmarkingEvaluation FrameworksLLM IntegrationMachine LearningNatural Language ProcessingPython