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Benchmarks
LLM Inference Efficiency on HarmBench-Standard and AdvBench
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2
Slowdown
ALIGNBEAM
1.884
2.667
3.45
4.233
Jun 10, 2026
Slowdown
Updated 1mo ago
Evaluation Results
Method
Method
Links
Slowdown
ALIGNBEAM
K budget=1, Draft mode...
2026.06
2
Hard prefix
Draft models=Llama-3.1...
2026.06
2.4
RAIN
Draft models=Llama-3.1...
2026.06
3.78
LlamaGuard-response
K=3, Draft models=Llam...
2026.06
3.9
LlamaGuard-prompt
K=3, Draft models=Llam...
2026.06
4.1
ALIGNBEAM
K=3 default, Draft mod...
2026.06
4.6
Top-k contrastive decoding
Base model=Qwen3-8B-Ba...
2026.06
4.8
Proxy Tuning
Base model=Qwen3-8B-Ba...
2026.06
4.9
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