sophgo/LLM-TPU
Nov 2024 – Nov 2024
1 Month active
Languages Used
Python
Technical Skills
Computer VisionDeep LearningImage ProcessingModel ExportONNXTransformer Architecture
yilongchan01
PROFILE
Yilongchan01
Yuning Chen worked on advancing the Molmo integration and deployment readiness for the sophgo/LLM-TPU repository, focusing on preparing the Molmo model for ONNX export and enhancing image processing capabilities. Using Python and leveraging deep learning and computer vision techniques, Yuning defined the architecture for a core transformer with a vision backbone, addressing export-time stability and interoperability with ONNX runtimes. The work included resolving a critical symbol error during ONNX export, which improved the reliability of the model export path. This effort laid the groundwork for production deployment, emphasizing robust model export and seamless integration with existing ONNX workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
315,109
Activity Months1
Your Network
25 people
Work History
November 2024
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — Focused on advancing Molmo integration and deployment readiness for LLM-TPU. Delivered ONNX export readiness, image processing capabilities, and architecture groundwork for a core transformer plus vision backbone. Resolved a critical export-time symbol error and stabilized the Molmo export path.
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — Focused on advancing Molmo integration and deployment readiness for LLM-TPU. Delivered ONNX export readiness, image processing capabilities, and architecture groundwork for a core transformer plus vision backbone. Resolved a critical export-time symbol error and stabilized the Molmo export path.
November 2024
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture90.0%
Performance70.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Computer VisionDeep LearningImage ProcessingModel ExportONNXTransformer Architecture
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