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docs: fix hallucinated arxiv links in variants table

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AntiPaSTO, EVA, and HRA pointed at unrelated papers (stock prediction,
LLM-vs-lawyer study, 2D Ising model). Replaced with verified IDs.

Co-Authored-By: Claudypoo <claudypoo@noreply.invalid>
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wassname
2026-05-26 05:48:49 +08:00
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@@ -53,11 +53,11 @@ just qwen-probe # Qwen/Qwen3-0.6B train/save-load probe
| [PiSSA](https://arxiv.org/abs/2404.02948) | no | 63.2% | 4.59M | 11.3 |
| [DoRA](https://arxiv.org/abs/2402.09353) | no | 62.4% | 4.67M | 11.3 |
| [DeLoRA](https://arxiv.org/abs/2503.18225) | yes | 61.5% | 4.59M | 11.3 |
| [AntiPaSTO](https://arxiv.org/abs/2503.08696) | no | 61.4% | 35.8K | 11.5 |
| [AntiPaSTO](https://arxiv.org/abs/2601.07473) | no | 61.4% | 35.8K | 11.5 |
| [IA3-FF](https://arxiv.org/pdf/2205.05638) | yes | 61.4% | 86K | 11.4 |
| [EVA](https://arxiv.org/abs/2409.07871) | no | 60.3% | 4.59M | 11.3 |
| [EVA](https://arxiv.org/abs/2410.07170) | no | 60.3% | 4.59M | 11.3 |
| [IA3](https://arxiv.org/pdf/2205.05638) | yes | 60.0% | 57K | 11.4 |
| [HRA](https://arxiv.org/abs/2409.01434) | yes | 61.6% | 1.84M | 11.3 |
| [HRA](https://arxiv.org/abs/2405.17484) | yes | 61.6% | 1.84M | 11.3 |
Params = trainable adapter params. Peak GPU = peak CUDA memory during train+eval (logged from this run onward; older runs predate the column).