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
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. Leveraged the OpenCompass framework and Python to design seven distinct tasks that emphasize inferring scientific rules from examples, moving beyond traditional equation-based assessments. Enhanced project maintainability by refining documentation, clarifying installation and API key configuration, and streamlining CI/CD workflows using YAML and Markdown. These improvements facilitated easier onboarding and collaboration for contributors, while the technical approach ensured reproducibility and scalability for future LLM evaluation and scientific reasoning research within the repository.
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 peopleWork 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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