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jakmro

PROFILE

Jakmro

Worked on the software-mansion/react-native-executorch repository, delivering three features focused on improving model export workflows and developer documentation. Enhanced the export script to better handle quantization logic, ensuring correct differentiation between non-quantized and SpinQuant models, which reduced export-time errors. Clarified and reorganized documentation for the Llama export process, including detailed guidance on tokenizer renaming and script execution, supporting smoother onboarding and maintenance. Updated the ExecuTorch submodule to align with the latest upstream changes, maintaining compatibility and stability. Utilized Shell scripting, Python, and Markdown to implement these changes, demonstrating skills in build systems, DevOps, and documentation engineering.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

5Total
Bugs
0
Commits
5
Features
3
Lines of code
79
Activity Months1

Work History

November 2024

5 Commits • 3 Features

Nov 1, 2024

November 2024 highlights for software-mansion/react-native-executorch: Key features delivered include export script improvements for model quantization handling, clarifying and reorganizing the Llama export process docs, and updating the ExecuTorch submodule to the latest upstream commit. These changes provide more reliable export workflows, clearer guidance for developers, and up-to-date dependencies. Impact includes reduced export-time errors for non-quantized and SpinQuant models, improved developer onboarding, and sustained alignment with upstream fixes. Technologies demonstrated include Python scripting and CLI tooling for export pipelines, quantization handling logic, repository submodule management, and documentation engineering.

Activity

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Quality Metrics

Correctness92.0%
Maintainability92.0%
Architecture92.0%
Performance88.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

DockerfileMarkdownShell

Technical Skills

Build SystemsDevOpsDocumentationModel ExportScriptingShell Scripting

Repositories Contributed To

1 repo

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

software-mansion/react-native-executorch

Nov 2024 Nov 2024
1 Month active

Languages Used

DockerfileMarkdownShell

Technical Skills

Build SystemsDevOpsDocumentationModel ExportScriptingShell Scripting