microsoft/olive-recipes
Jul 2025 – Oct 2025
3 Months active
Languages Used
MarkdownBashDockerfileJSONPythonShellTextYAML
Technical Skills
Asset ManagementProject OrganizationAI/MLCLICLI DevelopmentCLI Tools
Xiaoyu
PROFILE
Xiaoyu
Contributed to the microsoft/olive-recipes repository by delivering end-to-end workflows for model optimization, deployment, and asset management across a three-month period. Developed and maintained recipes for models such as Whisper Large V3, incorporating ONNX export, INT8 quantization, and inference testing with both CPU and GPU configurations. Enhanced repository structure and documentation to streamline onboarding and improve maintainability, while introducing new recipes and CLI tools for diverse AI and machine learning tasks. Utilized Python, Shell scripting, and Docker to implement robust data handling, dependency management, and code refactoring, resulting in cleaner project organization and more reliable model experimentation and deployment.
Overall Statistics
Feature vs Bugs
89%Features
Repository Contributions
39Total
Bugs
2
Commits
39
Features
16
Lines of code
11,531
Activity Months3
Your Network
4744 peopleSame Organization
@microsoft.com4720
GitOpsMember
Ananta GuptaMember
Abi GicicMember
Abigail HartmanMember
Abram SandersonMember
Adam EttenbergerMember
Alexandre GattikerMember
Ami HollanderMember
AndersMember
Work History
October 2025
5 Commits • 2 Features
Oct 1, 2025October 2025 performance summary for microsoft/olive-recipes. Delivered end-to-end Whisper Large V3 optimization and deployment workflow (ONNX export, INT8 quantization, and comprehensive inference tests) with CPU/GPU encoder/decoder configurations; updated LoRA-related recipes to enhance compatibility, performance, and new functionalities; performed targeted code cleanup in whisper tooling to improve readability and maintainability (clarified comments, removed unused variables, reordered dependencies). Demonstrated strong collaboration between model optimization, deployment tooling, and dependency hygiene, resulting in a cleaner path to production and faster, more reliable inferences.
5 Commits • 2 Features
Oct 1, 2025October 2025 performance summary for microsoft/olive-recipes. Delivered end-to-end Whisper Large V3 optimization and deployment workflow (ONNX export, INT8 quantization, and comprehensive inference tests) with CPU/GPU encoder/decoder configurations; updated LoRA-related recipes to enhance compatibility, performance, and new functionalities; performed targeted code cleanup in whisper tooling to improve readability and maintainability (clarified comments, removed unused variables, reordered dependencies). Demonstrated strong collaboration between model optimization, deployment tooling, and dependency hygiene, resulting in a cleaner path to production and faster, more reliable inferences.
October 2025
September 2025
33 Commits • 13 Features
Sep 1, 2025September 2025 performance summary for microsoft/olive-recipes: Delivered a major architectural shift, expanded the recipe catalog, and improved tooling, documentation, and quality to accelerate experimentation and deployment of Olive recipes across models and backends. Key efforts centered on repository restructuring, broader recipe coverage, end-to-end inference capabilities, and stronger maintainability and branding alignment, enabling faster time-to-value for model exploration and production use.
September 2025
33 Commits • 13 Features
Sep 1, 2025September 2025 performance summary for microsoft/olive-recipes: Delivered a major architectural shift, expanded the recipe catalog, and improved tooling, documentation, and quality to accelerate experimentation and deployment of Olive recipes across models and backends. Key efforts centered on repository restructuring, broader recipe coverage, end-to-end inference capabilities, and stronger maintainability and branding alignment, enabling faster time-to-value for model exploration and production use.
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025: Asset management reorganization in microsoft/olive-recipes focused on relocating image assets to a centralized .assets directory and updating header image references and documentation to reflect the new paths. This work improves asset organization, reduces path-related errors in header visuals, and sets a foundation for scalable asset management across the repository.
1 Commits • 1 Features
Jul 1, 2025July 2025: Asset management reorganization in microsoft/olive-recipes focused on relocating image assets to a centralized .assets directory and updating header image references and documentation to reflect the new paths. This work improves asset organization, reduces path-related errors in header visuals, and sets a foundation for scalable asset management across the repository.
July 2025
Activity
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Quality Metrics
Correctness93.6%
Maintainability93.0%
Architecture92.2%
Performance92.4%
AI Usage22.6%
Skills & Technologies
Programming Languages
BashDockerfileJSONMarkdownPythonShellTextYAMLplaintexttext
Technical Skills
AI/MLAsset ManagementCLICLI DevelopmentCLI ToolsCode OrganizationCode RefactoringComputer VisionConfiguration ManagementData HandlingData PreprocessingData ProcessingDeep LearningDependency ManagementDevOps
Repositories Contributed To
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