Abstractive Summarization on XL-Sum (test)
67.21Language DemocratizationxLLMs-100
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| xLLMs-1002024.06 | 67.21 | — | — | — | — | — | — | — | — | — | |
| SFTLLaMA2024.06 | 50.35 | — | — | — | — | — | — | — | — | — | |
| LLaMA2024.06 | 47.09 | — | — | — | — | — | — | — | — | — | |
| XBridgeBase Model=LLaMA3-8B2026.03 | 27.68 | 20.65 | 33.94 | 24.87 | 29.62 | 33.74 | 26.42 | 30.75 | 23.19 | 25.91 | |
| SFTBase Model=LLaMA3-8B2026.03 | 26.44 | 20.87 | 33.59 | 23.84 | 30.18 | 30.42 | 26.12 | 28.73 | 22.51 | 21.72 | |
| XBridgeBase Model=Aya-23-8B2026.03 | 26.3 | 19.03 | 33.1 | 23.7 | 27.59 | 32.82 | 25.48 | 28.78 | 20.96 | 25.23 | |
| XBridgeBase Model=Qwen2.5-7B-Instruct2026.03 | 26.04 | 19.22 | 31.52 | 23.48 | 27.72 | 32.77 | 24.53 | 27.95 | 22.19 | 25.02 | |
| SFTBase Model=Qwen2.5-7B-Instruct2026.03 | 25.97 | 19.52 | 33.52 | 24.79 | 29.14 | 30.81 | 26.2 | 26.13 | 22.16 | 21.41 | |
| SFTBase Model=Aya-23-8B2026.03 | 25.96 | 17.68 | 34.97 | 24.88 | 29.78 | 31.43 | 26.96 | 26.11 | 20.14 | 21.7 | |
| XBridgeBase Model=MetaMath-7B2026.03 | 25.75 | 18.93 | 31.66 | 22.75 | 27.96 | 32.12 | 24.64 | 28.9 | 20.7 | 24.12 | |
| SFTBase Model=MetaMath-7B2026.03 | 24.74 | 16.79 | 33.27 | 23.68 | 28.42 | 29.2 | 25.42 | 27.01 | 18.68 | 20.16 | |
| MindMergerBase Model=LLaMA3-8B2026.03 | 24.62 | 18.76 | 31.29 | 22.88 | 27.84 | 29.02 | 23.97 | 27.63 | 20.47 | 19.75 | |
| LayerAlignBase Model=LLaMA3-8B2026.03 | 24.42 | 18.78 | 30.78 | 22.98 | 27.47 | 28.55 | 23.59 | 27.58 | 20.48 | 19.56 | |
| MindMergerBase Model=Aya-23-8B2026.03 | 24.34 | 18.49 | 31.87 | 22.54 | 27.4 | 28.21 | 23.49 | 27.36 | 20.23 | 19.45 | |
| LayerAlignBase Model=Aya-23-8B2026.03 | 24.07 | 17.93 | 31.56 | 22.23 | 26.83 | 28.17 | 23.07 | 27.25 | 20.35 | 19.23 | |
| LayerAlignBase Model=Qwen2.5-7B-Instruct2026.03 | 23.92 | 18.27 | 30.51 | 22.35 | 26.56 | 28.9 | 22.82 | 26.32 | 20.18 | 19.34 | |
| MindMergerBase Model=Qwen2.5-7B-Instruct2026.03 | 23.68 | 18.17 | 30.38 | 22.06 | 25.95 | 28.33 | 22.92 | 26.4 | 20.04 | 18.85 | |
| LayerAlignBase Model=MetaMath-7B2026.03 | 23.3 | 17.94 | 28.84 | 21.49 | 26.31 | 27.55 | 22.22 | 26.29 | 20.09 | 19.02 | |
| MindMergerBase Model=MetaMath-7B2026.03 | 22.99 | 17.93 | 27.27 | 21.03 | 26.05 | 28.11 | 22.25 | 26.49 | 19.2 | 18.56 | |
| BXLLaMA2024.06 | 8.9 | — | — | — | — | — | — | — | — | — |