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e8a55f4252
Regenerated all 4 demo GIFs with: - Added cleanup step (rm -rf /tmp/TinyTorch) to prevent "directory exists" errors - Fixed command names (tito status → tito module status) - Validated workflow with test_demo_workflow.sh script The test script ensures reproducible demo generation by: 1. Cleaning /tmp/TinyTorch before clone 2. Running actual setup and TITO commands 3. Logging all output for verification GIF sizes after regeneration: - 01-zero-to-ready.gif: 814KB → 494KB (optimized) - 02-build-test-ship.gif: 200KB (stable) - 03-milestone-unlocked.gif: 86KB → 87KB - 04-share-journey.gif: 105KB → 108KB
TinyTorch Documentation
This directory contains essential documentation for TinyTorch development and usage.
📚 User Documentation
STUDENT_QUICKSTART.md- Getting started guide for studentsINSTRUCTOR_GUIDE.md- Setup and grading guide for instructorscifar10-training-guide.md- Complete guide to achieving the north star goal (75% CIFAR-10 accuracy)
🔧 Development Documentation
tinytorch-assumptions.md- CRITICAL: TinyTorch complexity framework and implementation guidelines
Development Standards
development/module-rules.md- Module development standards and patterns
NBGrader Integration
nbgrader/NBGrader_Quick_Reference.md- Daily use commands and workflownbgrader/NBGRADER_STYLE_GUIDE.md- Style guide for NBGrader cellsnbgrader/NBGrader_Text_Response_Technical_Implementation.md- Technical implementation details
Start here:
- Students: Read
STUDENT_QUICKSTART.md - Instructors: Read
INSTRUCTOR_GUIDE.md - Developers: Read
tinytorch-assumptions.mdFIRST, thendevelopment/module-rules.md