thunlp/SIR-Bench
Sep 2025 – Sep 2025
1 Month active
Languages Used
MarkdownPythonYAML
Technical Skills
Benchmark DevelopmentCI/CDData ProcessingDocumentationLLM EvaluationOpenCompass Framework
Brian Lin
PROFILE
Brian Lin
Brian Lin developed and introduced the SIRBench-V1 benchmark within the thunlp/SIR-Bench repository, enabling robust evaluation of large language models on scientific inductive reasoning tasks spanning biology and chemistry. He leveraged Python and the OpenCompass framework to design seven distinct tasks that emphasize inferring scientific rules from examples, moving beyond traditional equation-based assessments. Brian also enhanced project maintainability by improving documentation, clarifying installation and API key configuration, and streamlining CI/CD workflows using YAML. His work focused on making onboarding easier for new contributors and ensuring the repository’s structure supports future collaboration, reflecting a thoughtful approach to both engineering and usability.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
4Total
Bugs
0
Commits
4
Features
2
Lines of code
42,921
Activity Months1
Your Network
15 people
Work History
September 2025
4 Commits • 2 Features
Sep 1, 2025In Sep 2025, delivered core SIRBench-V1 benchmark introduction and supporting documentation/CI enhancements for SIR-Bench, enabling robust evaluation of LLMs on scientific inductive reasoning and improving onboarding and maintainability.
4 Commits • 2 Features
Sep 1, 2025In Sep 2025, delivered core SIRBench-V1 benchmark introduction and supporting documentation/CI enhancements for SIR-Bench, enabling robust evaluation of LLMs on scientific inductive reasoning and improving onboarding and maintainability.
September 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability95.0%
Architecture90.0%
Performance95.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
MarkdownPythonYAML
Technical Skills
Benchmark DevelopmentCI/CDData ProcessingDocumentationLLM EvaluationOpenCompass FrameworkPythonScientific Reasoning
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