Rethinking the Multilingual Reasoning Gap with Layer Swap
Paper • 2605.26735 • Published • 3
Multilingual Reasoning
Note # Paper
lightonai/Dolci-Think-SFT-32B-Multilingual
Viewer • Updated • 2.89M • 509 • 2Note # Multilingual Reasoning Datasets
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lightonai/Qwen3-8B-SW
Text Generation • 8B • Updated • 144 -
lightonai/Qwen3-8B-ZH
Text Generation • 8B • Updated • 153 -
lightonai/Qwen3-8B-ES
Text Generation • 8B • Updated • 147 -
lightonai/Qwen3-8B-FR
Text Generation • 8B • Updated • 175 -
lightonai/Qwen3-8B-DE
Text Generation • 8B • Updated • 148
lightonai/Qwen3-8B-EN
Text Generation • 8B • Updated • 277Note # Native reasoning models
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lightonai/Qwen3-8B-SW-Pivot-EN
Text Generation • 8B • Updated • 59 -
lightonai/Qwen3-8B-FR-Pivot-EN
Text Generation • 8B • Updated • 109 -
lightonai/Qwen3-8B-ZH-Pivot-EN
Text Generation • 8B • Updated • 45 -
lightonai/Qwen3-8B-ES-Pivot-EN
Text Generation • 8B • Updated • 44
lightonai/Qwen3-8B-DE-Pivot-EN
Text Generation • 8B • Updated • 48Note # English-pivoted models
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lightonai/Qwen3-8B-SW-Swap
Text Generation • 8B • Updated • 10 -
lightonai/Qwen3-8B-ES-Swap
Text Generation • 8B • Updated • 17 -
lightonai/Qwen3-8B-FR-Swap
Text Generation • 8B • Updated • 18 -
lightonai/Qwen3-8B-DE-Swap
Text Generation • 8B • Updated • 14
lightonai/Qwen3-8B-ZH-Swap
Text Generation • 8B • Updated • 18Note # Layer Swap models
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lightonai/aime24_multilingual
Viewer • Updated • 180 • 93 -
lightonai/gpqa_diamond_multilingual
Viewer • Updated • 1.19k • 131 -
lightonai/HumanEvalPlus_multilingual
Viewer • Updated • 960 • 93
lightonai/aime25_multilingual
Viewer • Updated • 180 • 95Note # Multilingual benchmarks