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ResearchFormerly WizWand

Open-domain Question Answering on NQ-Open

29AccuracyBaseline
4.5610.90517.2523.595Dec 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
BaselineParam Ratio=1.00, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.1229
BaselineParam Ratio=1.00, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1226
LLRCParam Ratio=0.90, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1222.1
LLRCParam Ratio=0.90, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.1219.6
LLM-Pruner+FinetuneParam Ratio=0.90, Base Model=LLaMA-3-8b, Fine-tuning Protocol=Alpaca dataset2025.1219
LLRCParam Ratio=0.85, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1218.5
LLM-Pruner+FinetuneParam Ratio=0.90, Base Model=LLaMA-2-7b, Fine-tuning Protocol=Alpaca dataset2025.1217.9
LLM-PrunerParam Ratio=0.90, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.1217
LLM-PrunerParam Ratio=0.90, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1215.5
LLM-Pruner+FinetuneParam Ratio=0.85, Base Model=LLaMA-2-7b, Fine-tuning Protocol=Alpaca dataset2025.1214.7
LLM-Pruner+FinetuneParam Ratio=0.85, Base Model=LLaMA-3-8b, Fine-tuning Protocol=Alpaca dataset2025.1214.7
LLRCParam Ratio=0.85, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.1214
LLRCParam Ratio=0.80, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1213.5
LLM-PrunerParam Ratio=0.85, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.1213.1
LLM-PrunerParam Ratio=0.85, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.1211.8
LLM-Pruner+FinetuneParam Ratio=0.80, Base Model=LLaMA-2-7b, Fine-tuning Protocol=Alpaca dataset2025.1211.1
LLM-Pruner+FinetuneParam Ratio=0.80, Base Model=LLaMA-3-8b, Fine-tuning Protocol=Alpaca dataset2025.1210.6
LLRCParam Ratio=0.80, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.128.6
LLM-PrunerParam Ratio=0.80, Base Model=LLaMA-2-7b, Fine-tuning Protocol=None2025.127.8
LLM-PrunerParam Ratio=0.80, Base Model=LLaMA-3-8b, Fine-tuning Protocol=None2025.125.5