Carnegie Mellon University

AI Assignment Grader

Click any stage to explore how the pipeline works.

Grading Pipeline

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feedback

Fine-tuning loop

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LLM ↑

Step 1 — Upload Submissions

Instructor uploads a single .zip containing all student code submissions for a specific assignment, and specifies which file(s) to evaluate.

Next.js file uploadServer-side unzip (Python)

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