zabojeb/mts-fast-llms
Jul 2025 – Jul 2025
1 Month active
Languages Used
Python
Technical Skills
Code CleanupCode RefactoringData PreprocessingDeep LearningHugging Face TransformersMachine Learning
mixadyt-star
PROFILE
Mixadyt-star
Worked on the zabojeb/mts-fast-llms repository to deliver core features for deploying and optimizing large language models, focusing on quantization enhancements and improved configuration management. Integrated a loader for Qwen-3 1.5b models and introduced structured configuration support to streamline deployment workflows. Enhanced the quantization module with support for multiple data types, linear layer quantization, and memory usage prediction, using Python and PyTorch. Addressed code hygiene by removing deprecated directories and correcting typos, while also initiating basic localization for greetings. The work emphasized maintainability, scalability, and readiness for multi-language support, aligning with best practices in machine learning engineering.
Overall Statistics
Feature vs Bugs
55%Features
Repository Contributions
22Total
Bugs
5
Commits
22
Features
6
Lines of code
12,503
Activity Months1
Your Network
4 peopleShared Repositories
4
Work History
July 2025
22 Commits • 6 Features
Jul 1, 2025July 2025 monthly summary for zabojeb/mts-fast-llms. The month focused on delivering core features for deploying and optimizing large language models, improving configuration and code hygiene, and laying groundwork for multi-language support. The work enhances deployment readiness, performance, and maintainability while aligning with business objectives for scalable AI workloads.
22 Commits • 6 Features
Jul 1, 2025July 2025 monthly summary for zabojeb/mts-fast-llms. The month focused on delivering core features for deploying and optimizing large language models, improving configuration and code hygiene, and laying groundwork for multi-language support. The work enhances deployment readiness, performance, and maintainability while aligning with business objectives for scalable AI workloads.
July 2025
Activity
Loading activity data...
Quality Metrics
Correctness67.2%
Maintainability66.4%
Architecture66.8%
Performance66.0%
AI Usage24.6%
Skills & Technologies
Programming Languages
Python
Technical Skills
Code CleanupCode RefactoringData PreprocessingDeep LearningHugging Face TransformersMachine LearningMatplotlibModel DistillationModel OptimizationModel QuantizationModel Quantization (Rollback)Natural Language ProcessingPandasPyTorchPython
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline