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Masa Maksimovic

PROFILE

Masa Maksimovic

Milan Maksimovic developed comprehensive Vision Transformer testing coverage for the tenstorrent/tt-xla repository, focusing on JAX-based machine learning workflows. He designed and implemented a dedicated tester class in Python to validate Vision Transformer configurations across various patch sizes and resolutions, emphasizing inference-mode reliability. His approach established a robust automated testing foundation, reducing the risk of regressions and enabling safer, faster iteration toward future training support. By integrating test harness design and commit-based traceability, Milan’s work improved the reliability of ViT model implementations within tt-xla. This contribution demonstrated depth in JAX, automated testing, and transformer architectures over the course of the month.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
752
Activity Months1

Work History

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025 — Delivered Vision Transformer testing coverage for JAX in tt-xla. Implemented a dedicated ViT tester class and new tests to validate ViT configurations across patch sizes and resolutions, with inference-mode coverage and groundwork for training. No major bugs fixed this period. Impact: provides reliability guarantees for ViT variants, reduces risk of regressions, and accelerates safe iteration toward training support. Technologies demonstrated: JAX, ViT architectures, test harness design, automated testing, and commit-based traceability.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

JAXMachine LearningTestingTransformers

Repositories Contributed To

1 repo

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

tenstorrent/tt-xla

Mar 2025 Mar 2025
1 Month active

Languages Used

Python

Technical Skills

JAXMachine LearningTestingTransformers

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