Language Modeling on Llama-2 7B (HV, Gap)
62.9HV ScoreCoA-LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoA-LoRA2025.09 | 62.9 | 1.25 | |
| QLoRA2025.09 | 59.3 | — | |
| LQ-LoRA2025.09 | 57.1 | -3.22 | |
| Shared-LoRA2025.09 | 56.8 | 0.3 | |
| GPTQ-LoRA2025.09 | 44.8 | -0.8 |
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| Method | Links | ||
|---|---|---|---|
| CoA-LoRA2025.09 | 62.9 | 1.25 | |
| QLoRA2025.09 | 59.3 | — | |
| LQ-LoRA2025.09 | 57.1 | -3.22 | |
| Shared-LoRA2025.09 | 56.8 | 0.3 | |
| GPTQ-LoRA2025.09 | 44.8 | -0.8 |