Rethinking the Multilingual Reasoning Gap with Layer Swap
Paper • 2605.26735 • Published • 2
Multilingual Reasoning
Note # Paper
lightonai/Dolci-Think-SFT-32B-Multilingual
Viewer • Updated • 2.89M • 31 • 1Note # Multilingual Reasoning Datasets
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lightonai/Qwen3-8B-SW
Text Generation • 8B • Updated • 125 • -
lightonai/Qwen3-8B-ZH
Text Generation • 8B • Updated • 136 • -
lightonai/Qwen3-8B-ES
Text Generation • 8B • Updated • 153 • -
lightonai/Qwen3-8B-FR
Text Generation • 8B • Updated • 332 • -
lightonai/Qwen3-8B-DE
Text Generation • 8B • Updated • 152 •
lightonai/Qwen3-8B-EN
Text Generation • 8B • Updated • 319 •Note # Native reasoning models
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lightonai/Qwen3-8B-SW-Pivot-EN
Text Generation • 8B • Updated • 44 -
lightonai/Qwen3-8B-FR-Pivot-EN
Text Generation • 8B • Updated • 102 • -
lightonai/Qwen3-8B-ZH-Pivot-EN
Text Generation • 8B • Updated • 38 -
lightonai/Qwen3-8B-ES-Pivot-EN
Text Generation • 8B • Updated • 39
lightonai/Qwen3-8B-DE-Pivot-EN
Text Generation • 8B • Updated • 41Note # English-pivoted models
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lightonai/Qwen3-8B-SW-Swap
Text Generation • 8B • Updated • 4 -
lightonai/Qwen3-8B-ES-Swap
Text Generation • 8B • Updated • 10 -
lightonai/Qwen3-8B-FR-Swap
Text Generation • 8B • Updated • 10 -
lightonai/Qwen3-8B-DE-Swap
Text Generation • 8B • Updated • 9
lightonai/Qwen3-8B-ZH-Swap
Text Generation • 8B • Updated • 10Note # Layer Swap models
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lightonai/aime24_multilingual
Viewer • Updated • 180 • 19 -
lightonai/gpqa_diamond_multilingual
Viewer • Updated • 1.19k • 26 -
lightonai/HumanEvalPlus_multilingual
Viewer • Updated • 960 • 14
lightonai/aime25_multilingual
Viewer • Updated • 180 • 18Note # Multilingual benchmarks