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Inference Efficiency on 30k Context Length (Llama-3.1-8B)

15.8Inference Throughput (QPS)Finetuning
0.724.6358.5512.465Mar 11, 2025

Evaluation results

MethodLinks
FinetuningModel=Llama-3.1-8B, GPU=single L40S2025.0315.8—
DBSAModel=Llama-3.1-8B, GPU=single L40S2025.0312.8—
Fixed ICLCaching Strategy=cached, Model=Llama-3.1-8B, GPU=single L40S2025.0311.6—
RetICLCaching Strategy=no cache, Model=Llama-3.1-8B, GPU=single L40S2025.031.3—