microsoft/ltp-sglang
Aug 2025 – Feb 2026
3 Months active
Languages Used
PythonC++
Technical Skills
BenchmarkingModel OptimizationObject-Oriented ProgrammingPerformance AnalysisSoftware DesignDeep Learning Frameworks
Jiamin-MS
PROFILE
Jiamin-ms
Jiamin Li developed a benchmarking framework for model metrics in the microsoft/ltp-sglang repository, enabling detailed measurement of parameters, FLOPs, and memory accesses across diverse model architectures. Using Python and C++, Jiamin designed a base Counter class and a registry system to support extensible performance analysis and future metric types. In addition, Jiamin upgraded the SGLang library, refactored test utilities for maintainability, and expanded multimodal test coverage to models like Qwen2.5-VL and Gemma3. Addressing distributed systems challenges, Jiamin resolved a memory safety issue in data parallelism, demonstrating depth in memory management, dependency handling, and deep learning frameworks.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
4Total
Bugs
1
Commits
4
Features
3
Lines of code
897,754
Activity Months3
Your Network
4439 peopleSame Organization
@microsoft.com4431
GitOpsMember
Ananta GuptaMember
Abigail HartmanMember
Abram SandersonMember
Adam EttenbergerMember
Ami HollanderMember
AndersMember
Andrej KyselicaMember
Andrew MalkovMember
Work History
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026: Delivered SGLang to 0.5.7 upgrade for microsoft/ltp-sglang with new scripts, tests, dependencies, and refreshed documentation. Expanded test coverage with Zhongxin's numerical tests; updated environment requirements (urllib version, Python version), and improved licensing and security documentation. Fixed lint issues and enhanced codespell configuration to improve code quality and maintainability. This work delivers a smoother upgrade path for customers, reduces risk of regressions, and strengthens release readiness.
1 Commits • 1 Features
Feb 1, 2026February 2026: Delivered SGLang to 0.5.7 upgrade for microsoft/ltp-sglang with new scripts, tests, dependencies, and refreshed documentation. Expanded test coverage with Zhongxin's numerical tests; updated environment requirements (urllib version, Python version), and improved licensing and security documentation. Fixed lint issues and enhanced codespell configuration to improve code quality and maintainability. This work delivers a smoother upgrade path for customers, reduces risk of regressions, and strengthens release readiness.
February 2026
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for microsoft/ltp-sglang focusing on key accomplishments and impact in features delivery and bug fixes.
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for microsoft/ltp-sglang focusing on key accomplishments and impact in features delivery and bug fixes.
August 2025
1 Commits • 1 Features
Aug 1, 2025In August 2025, delivered a new benchmarking framework for model metrics in microsoft/ltp-sglang, enabling measurement of core model stats across diverse architectures. The framework provides a base Counter class and a registry to manage metric counters, supporting extensible performance analysis and data-driven optimization.
1 Commits • 1 Features
Aug 1, 2025In August 2025, delivered a new benchmarking framework for model metrics in microsoft/ltp-sglang, enabling measurement of core model stats across diverse architectures. The framework provides a base Counter class and a registry to manage metric counters, supporting extensible performance analysis and data-driven optimization.
August 2025
Activity
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Quality Metrics
Correctness82.6%
Maintainability82.6%
Architecture85.0%
Performance70.0%
AI Usage45.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
BenchmarkingData ProcessingDeep Learning FrameworksDependency ManagementDistributed SystemsMachine LearningMemory ManagementModel OptimizationMultimodal AIObject-Oriented ProgrammingParallel ComputingPerformance AnalysisPythonPython DevelopmentSoftware Design
Repositories Contributed To
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