Question Answering on XQuAD Monolingual P, I, Q - (X) (Avg)
100Language ConsistencyQwen-3-32B (Full scope SFT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen-3-32B (Full scope SFT)Model=Qwen-3-32B, Fine-tuning Strategy=Full scope SFT2026.01 | 100 | 57.6 | |
| Bloom-7.1B (Full scope SFT)Model=Bloom-7.1B, Fine-tuning Strategy=Full scope SFT2026.01 | 99.91 | 16.85 | |
| Bloom-7.1B (Selective SFT)Model=Bloom-7.1B, Fine-tuning Strategy=Selective SFT2026.01 | 99.85 | 20.83 | |
| Qwen-3-32B (Selective SFT)Model=Qwen-3-32B, Fine-tuning Strategy=Selective SFT2026.01 | 99.83 | 55.86 | |
| Bloom-7.1B (Pre-Finetuning)Model=Bloom-7.1B, Fine-tuning Strategy=Pre-Finetuning2026.01 | 98.32 | 4.18 | |
| Qwen-3-32B (Pre-Finetuning)Model=Qwen-3-32B, Fine-tuning Strategy=Pre-Finetuning2026.01 | 81.05 | 55.54 | |
| Bloom-7.1B (Random Selective SFT)Model=Bloom-7.1B, Fine-tuning Strategy=Random Selective SFT2026.01 | 54.1 | 0 | |
| Qwen-3-32B (Random Selective SFT)Model=Qwen-3-32B, Fine-tuning Strategy=Random Selective SFT2026.01 | 47.44 | 0.42 |