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| Model | Base Model | Base + MemDec |
|---|---|---|
| Qwen2-0.5B | 16.00 | 3.84 |
| Qwen2-1.5B | 10.96 | 3.61 |
| Qwen2-7B | 8.31 | 3.38 |
| Qwen2-72B | 6.62 | 3.20 |
| Model | Base Model | Base + MemDec |
|---|---|---|
| Qwen2.5-0.5B | 16.04 | 3.87 |
| Qwen2.5-1.5B | 11.20 | 3.61 |
| Qwen2.5-3B | 9.83 | 3.52 |
| Qwen2.5-7B | 8.61 | 3.42 |
| Qwen2.5-14B | 7.60 | 3.31 |
| Qwen2.5-32B | 7.38 | 3.29 |
| Qwen2.5-72B | 6.80 | 3.23 |
1@article{cao2025memory,
2 title={Memory decoder: A pretrained, plug-and-play memory for large language models},
3 author={Cao, Jiaqi and Wang, Jiarui and Wei, Rubin and Guo, Qipeng and Chen, Kai and Zhou, Bowen and Lin, Zhouhan},
4 journal={arXiv preprint arXiv:2508.09874},
5 year={2025}
6}