Language Modeling on GermanQuAD
117Perplexity (PPL)Continuous Perturbation (w/o DB)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Continuous Perturbation (w/o DB)Base Model=Qwen32026.05 | 117 | 95 | |
| Continuous Perturbation (w/ DB)Base Model=Qwen32026.05 | 117 | 95 | |
| NEFTuneBase Model=Qwen32026.05 | 127 | 95 | |
| Continuous Perturbation (w/o DB)Base Model=GPT-Neo2026.05 | 127 | 97 | |
| Continuous Perturbation (w/ DB)Base Model=GPT-Neo2026.05 | 127 | 96 | |
| NEFTuneBase Model=GPT-Neo2026.05 | 131 | 95 | |
| VanillaBase Model=Qwen32026.05 | 174 | 96 | |
| VanillaBase Model=GPT-Neo2026.05 | 189 | 94 | |
| Discrete PerturbationBase Model=GPT-Neo2026.05 | 196 | 96 | |
| Discrete PerturbationBase Model=Qwen32026.05 | 206 | 96 | |
| Continuous Perturbation (w/ DB)Base Model=OPT2026.05 | 235 | 96 | |
| Continuous Perturbation (w/o DB)Base Model=OPT2026.05 | 242 | 97 | |
| NEFTuneBase Model=OPT2026.05 | 491 | 82 | |
| Discrete PerturbationBase Model=OPT2026.05 | 602 | 71 | |
| VanillaBase Model=OPT2026.05 | 604 | 47 |