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ResearchFormerly WizWand

Loop Suppression on LoopBench RI

0.305CRLoopGuard
0.058520.122510.18650.25049Apr 11, 2026
Updated 6mo ago

Evaluation results

MethodLinks
LoopGuardModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.040.3050.4891,4572.3
LoopGuardModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.040.2610.4741,4122.7
Full CacheModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.040.1050.0972,37993.5
StreamingLLMModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.040.0970.1222,41897.2
Full CacheModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.040.0890.1192,47994.7
StreamingLLMModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.040.0810.0972,48598.4
H2OModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.040.080.0952,48699.8
H2OModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.040.0680.0842,496100