sophgo/LLM-TPU
Nov 2024 – Nov 2024
1 Month active
Languages Used
Python
Technical Skills
Computer VisionDeep LearningImage ProcessingModel ExportONNXTransformer Architecture
yilongchan01
PROFILE
Yilongchan01
Worked on advancing Molmo integration and deployment readiness within the sophgo/LLM-TPU repository, focusing on preparing the Molmo model for ONNX export and enhancing image processing capabilities. Developed the architecture groundwork for a core transformer with a vision backbone, leveraging deep learning and computer vision expertise. Addressed a critical export-time symbol error in the model export process, stabilizing the ONNX export path and improving interoperability with ONNX runtimes. Utilized Python to implement these features, ensuring the model’s export stability and reducing deployment risk. The work laid a foundation for production deployment by integrating model export and image processing functionality.
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 peopleSame Organization
@sophgo.com12
Shared Repositories
13
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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
Repositories Contributed To
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