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Language Modeling on Cross-family Language Modeling

35.08ScoreLoRA
24.399227.172129.94532.7179Apr 23, 2026

Evaluation results

MethodLinks
LoRAModel=Qwen2.5-7B, KV retention=100%2026.0435.08
MoE-LoRAModel=Qwen2.5-7B, KV retention=100%2026.0433.72
Sub-TokenModel=Qwen2.5-7B, KV retention=75%2026.0431.41
LoRAModel=Mistral-7B, KV retention=100%2026.0428.71
MoE-LoRAModel=Mistral-7B, KV retention=100%2026.0426.16
Sub-TokenModel=Mistral-7B, KV retention=75%2026.0424.81