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lntzm

PROFILE

Lntzm

Developed a capability benchmarking feature set for the EvolvingLMMs-Lab/lmms-eval repository, enabling robust and repeatable evaluation of language model-based capabilities across image and video tasks. The work involved designing and implementing the CAPability Benchmark Task Suite, which included configuration files and prompt definitions for sub-tasks such as object recognition, spatial relations, and scene description. Utility functions were created to process and evaluate results, supporting automation and reproducibility in the evaluation workflow. Leveraging Python and YAML, the solution focused on API integration, computer vision, and data evaluation, aligning with business goals to improve measurement standards and inform product roadmap decisions.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
1,002
Activity Months1

Your Network

89 people

Work History

May 2025

1 Commits • 1 Features

May 1, 2025

May 2025 monthly summary for EvolvingLMMs-Lab/lmms-eval focused on delivering a capability benchmarking feature set that enables robust, repeatable evaluation of LM-based capabilities across image and video tasks. The work aligns with business goals of improving measurement standards, enabling cross-model comparisons, and informing product roadmap decisions through data-driven insights.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance80.0%
AI Usage80.0%

Skills & Technologies

Programming Languages

PythonYAML

Technical Skills

API IntegrationComputer VisionData EvaluationMachine LearningNatural Language ProcessingSoftware Development

Repositories Contributed To

1 repo

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

EvolvingLMMs-Lab/lmms-eval

May 2025 May 2025
1 Month active

Languages Used

PythonYAML

Technical Skills

API IntegrationComputer VisionData EvaluationMachine LearningNatural Language ProcessingSoftware Development