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ResearchFormerly WizWand

Question Answering on MultiExpertQA All Base and Fine-tuned (FT)

79AccuracyLlama 2
12.4429.724764.28Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=70B2025.1179
Comp-LLM#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=35B2025.1178
Comp-LLM#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=35B2025.1178
Comp-LLM#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=42B2025.1176
Comp-LLM#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=42B2025.1176
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=70B2025.1174
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1173
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1169
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1165
Comp-LLM#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=3.65B2025.1162
Comp-LLM#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=3.65B2025.1162
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=62B2025.1162
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1161
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1161
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1158
Comp-LLM#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=4B2025.1158
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1158
Comp-LLM#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=4B2025.1158
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1157
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1156
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1155
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1154
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1154
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1154
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1153
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1152
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1152
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1149
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1147
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1145
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1141
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1134
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1131
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1129
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1129
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1128
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1127
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1125
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1124
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1123
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1122
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1119
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1115