Vijay Janapa Reddi 7f45d93613 Fix all test bugs and add notebook execution support to tito ...

Test Fixes (External pytest tests - all passing):
- Module 03: Reverted .weights for test helper classes
- Module 08: Fixed DataLoader data format (tuple → list(zip()))
- Module 10: Use CharTokenizer instead of abstract Tokenizer
- Module 15: Fixed KVCache constructor args and seq_len
- Module 19: Fixed Benchmark constructor args

Tito CLI Improvements:
- Added module name resolver: "15" → "15_quantization"
- Added .ipynb file support in _get_dev_file_path()
- Added notebook-to-Python conversion using jupytext
- Inline tests now execute notebooks correctly

Results:
- External tests: 36/36 passing (100%)
- Tito inline tests: 15/20 passing (75%)
- Remaining failures are module code bugs, not test framework issues

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..

__init__.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_00_environment.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_01_foundation.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_02_intelligence.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_03_components.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_04_networks.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_05_learning.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_06_attention.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_07_stability.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_08_differentiation.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_09_optimization.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_10_training.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_11_regularization.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_12_kernels.py

Implement comprehensive checkpoint system with CLI integration

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checkpoint_13_benchmarking.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_14_deployment.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_15_acceleration.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_16_quantization.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_17_compression.py

Fix all test bugs and add notebook execution support to tito

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checkpoint_18_caching.py

Update release documentation and advanced modules

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checkpoint_19_competition.py

Update test files with progressive integration and checkpoint improvements

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checkpoint_20_capstone.py

Fix all test bugs and add notebook execution support to tito

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test_checkpoint_integration.py

Fix all test bugs and add notebook execution support to tito

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