zabojeb/mts-fast-llms
Jul 2025 – Jul 2025
1 Month active
Languages Used
BashMarkdownPython
Technical Skills
BinarizationCode OrganizationCode RefactoringData EngineeringData ScienceDeep Learning
FlyInRoughtl
PROFILE
Flyinroughtl
Efirkoumir contributed to the zabojeb/mts-fast-llms repository by enhancing both the structure and functionality of the project. They reorganized repository assets into a materials-oriented layout, improving content discoverability and reuse. Their work included expanding localization support and refining the core distillation module to boost model accuracy and performance. Efirkoumir addressed repository hygiene through license corrections, typo fixes, and general code cleanup, ensuring compliance and maintainability. Using Python and PyTorch, they applied skills in model optimization, documentation management, and deep learning. The work demonstrated a balanced focus on technical depth and project governance, resulting in a more robust and accessible codebase.
Overall Statistics
Feature vs Bugs
55%Features
Repository Contributions
26Total
Bugs
5
Commits
26
Features
6
Lines of code
46,106
Activity Months1
Your Network
4 peopleShared Repositories
4
Work History
July 2025
26 Commits • 6 Features
Jul 1, 2025July 2025 monthly summary for zabojeb/mts-fast-llms. The team delivered major documentation and repository hygiene improvements, reorganized content for materials-centric access, expanded localization, and advanced the distillation core, while maintaining governance and stability.
26 Commits • 6 Features
Jul 1, 2025July 2025 monthly summary for zabojeb/mts-fast-llms. The team delivered major documentation and repository hygiene improvements, reorganized content for materials-centric access, expanded localization, and advanced the distillation core, while maintaining governance and stability.
July 2025
Activity
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Quality Metrics
Correctness94.6%
Maintainability93.4%
Architecture94.2%
Performance85.4%
AI Usage21.6%
Skills & Technologies
Programming Languages
BashMarkdownPython
Technical Skills
BinarizationCode OrganizationCode RefactoringData EngineeringData ScienceDeep LearningDocumentationDocumentation ManagementFlashAttentionHugging Face TransformersHyperparameter TuningInference OptimizationKnowledge DistillationKnowledge ManagementLLM
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