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GFLOPs per token on E2E for Natural Language Generation

4.65GFLOPs per tokenLTE
4.35366.35438.35510.3557Feb 9, 2024

Evaluation results

MethodLinks
LTEBackbone=LLaMA-7B, Permitted Quality Drop=ROUGE-L <= 0.052024.024.65
Deja VuBackbone=LLaMA-7B, Permitted Quality Drop=ROUGE-L <= 0.052024.026.42
R-LLaMA+MoEBackbone=LLaMA-7B, Permitted Quality Drop=ROUGE-L <= 0.052024.027.39
FullBackbone=LLaMA-7B, Permitted Quality Drop=ROUGE-L <= 0.052024.0212.06