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Kaining Ying

PROFILE

Kaining Ying

Worked on enhancing the HuggingFace.js repository by integrating WBench support into the evaluation framework, focusing on benchmarking interactive video world models. Leveraged TypeScript and full stack development skills to register WBench in the evaluation workflow, enabling comprehensive multi-turn benchmarks across five dimensions, twenty-two metrics, and nearly three hundred interaction cases. The technical approach centered on safe, registry-only changes without affecting runtime logic, authentication, or data paths, which streamlined both maintenance and deployment. Prepared the WBench dataset for seamless integration with Hub Evaluation Results, allowing benchmark outcomes to be surfaced in dashboards and comparisons for improved model evaluation transparency.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
6
Activity Months1

Work History

June 2026

1 Commits • 1 Features

Jun 1, 2026

June 2026 monthly summary for HuggingFace.js focused on advancing benchmarking capabilities through WBench support and safe registry changes across the evaluation workflow. The work strengthens model evaluation by enabling a comprehensive, multi-turn benchmark (5 dimensions, 22 metrics, 289 interaction cases) and aligning dataset readiness with Hub Evaluation Results.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

TypeScript

Technical Skills

TypeScriptfull stack development

Repositories Contributed To

1 repo

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

huggingface/huggingface.js

Jun 2026 Jun 2026
1 Month active

Languages Used

TypeScript

Technical Skills

TypeScriptfull stack development