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Published at April 30Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
NeurIPS
Released Date: April 30, 2024
Authors: Andrea Schioppa1
Aff.: 1Google DeepMind, Amsterdam, the Netherlands
Arxiv: https://openreview.net/pdf/6ab18f0e78acdf0ddf9571ee043d35b7278b1fb7.pdf

| Model | layer | r | eig. err. |
|---|---|---|---|
| GPT-2 | Tok. Emb. | 0.16 | 0.72 |
| GPT-2 | 1 | 0.75 | 0.24 |
| GPT-2 | 2 | 0.89 | 0.31 |
| GPT-2 | 3 | 0.90 | 0.19 |
| GPT-2 | 4 | 0.89 | 0.24 |
| GPT-2 | 5 | 0.78 | 0.37 |
| GPT-2 | 6 | 0.38 | 0.40 |