Loop Suppression on LoopBench DC
21.9Completion RateLoopGuard
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LoopGuardModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 21.9 | 52.8 | 1,326 | 1.3 | |
| LoopGuardModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 20.7 | 49.5 | 1,382 | 1.7 | |
| StreamingLLMModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 8.5 | 11.8 | 2,496 | 100 | |
| Full CacheModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 6.4 | 8.6 | 2,495 | 100 | |
| StreamingLLMModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 5.8 | 8.7 | 2,498 | 100 | |
| H2OModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 5.2 | 7.9 | 2,495 | 100 | |
| Full CacheModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 4.4 | 6.5 | 2,498 | 100 | |
| H2OModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 3.9 | 5.4 | 2,496 | 100 |