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| # Notebook Usage | |
| Notebook path: | |
| - [notebooks/hf_space_demo.ipynb](/Users/vibhorkumar/Desktop/codes/cot-anc/notebooks/hf_space_demo.ipynb) | |
| ## Purpose | |
| Short smoke test for: | |
| - Colab GPU | |
| - Kaggle GPU | |
| - quick local validation | |
| ## What Notebook Does | |
| 1. Install runtime deps. | |
| 2. Set conservative env vars. | |
| 3. Import project pipeline. | |
| 4. Run one short attribution job. | |
| 5. Print answer, runtime metadata, top edges. | |
| 6. Render heatmap. | |
| ## Best Use | |
| - validate model availability | |
| - validate driver / torch / transformers stack | |
| - sanity-check latency before public deploy | |
| ## If Notebook Fails | |
| Check: | |
| - GPU available | |
| - model access permissions | |
| - enough VRAM | |
| - eager attention enabled | |
| - trace limits not too high | |