Sor0ush/repro-when-shared-knowledge-hurts-spectral-over-accumulation-in-model-merging-artifacts / repro-bundle
1.65 MB
55 files
Updated 8 days ago
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| Name | Size | Uploaded | Xet hash |
|---|---|---|---|
| clip | 5 items | ||
| src | 37 items | ||
| CHECKPOINTS.md | 242 Bytes xet | 842e1a42 | |
| README.md | 746 Bytes xet | 039d4f2b | |
| download_checkpoints.py | 1.79 kB xet | c8271de7 | |
| environment.yml | 5.76 kB xet | ebacad06 | |
| main.py | 2.56 kB xet | bea114fe | |
| merge_func.py | 21.2 kB xet | 7572230b | |
| plot_figure3.png | 40.8 kB xet | de202941 | |
| plot_figure4.png | 56.7 kB xet | a7544067 | |
| pyproject.toml | 398 Bytes xet | 91b83d8b | |
| repro_results.json | 848 Bytes xet | 563cddcd | |
| run.sh | 565 Bytes xet | 69ff81f1 | |
| utils.py | 1.49 kB xet | 9d7e092a | |
| verify_repro.py | 9.24 kB xet | e23baced |
SVC reproduction bundle
Scripts and outputs for reproducing Singular Value Calibration (SVC) from When Shared Knowledge Hurts (ICML 2026, arXiv:2602.05536).
Quick start
uv sync # or: pip install -r requirements from environment.yml
python download_checkpoints.py
uv run python verify_repro.py
What this verifies
- Claim 1: SVC direction preservation (cosine sim ≈ 1)
- Claim 5: spectral overlap / singular-value gap plots (
plot_figure3.png,plot_figure4.png) - Claim 6: layer-wise SVD calibration timing
- Synthetic forward pass through merged encoder + classification head
Not included: full Table 1/2 accuracy evaluation (needs vision datasets / NLP models).
Author repo: https://github.com/lyymuwu/SVC
- Total size
- 1.65 MB
- Files
- 55
- Last updated
- Jul 18
- Pre-warmed CDN
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