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ResearchFormerly WizWand

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

85AccuracyLlama 2
16.3634.185269.82Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=70B2025.1185
Comp-LLM#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=35B2025.1183
Comp-LLM#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=35B2025.1183
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=70B2025.1182
Comp-LLM#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=42B2025.1181
Comp-LLM#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=42B2025.1181
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1179
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1175
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1174
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=34B2025.1170
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1169
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1167
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1167
Comp-LLM#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=3.65B2025.1165
Comp-LLM#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=3.65B2025.1165
Llama 2#Exp=2, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1164
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=13B2025.1164
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1163
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1162
Comp-LLM#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=4B2025.1161
Comp-LLM#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=4B2025.1161
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1159
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=13B2025.1159
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1158
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1158
Llama 2#Exp=2, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1156
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1155
Llama 2#Exp=3, Expert Variant=FT, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1153
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=6.7B2025.1151
Llama 2#Exp=3, Expert Variant=Base, Model Family=Llama 2, Model Scale (Parameter Count)=7B2025.1149
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1144
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1141
OPT#Exp=2, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1134
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1132
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1132
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1129
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=1.3B2025.1128
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1126
OPT#Exp=3, Expert Variant=FT, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1126
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=350M2025.1124
OPT#Exp=2, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1121
OPT#Exp=3, Expert Variant=Base, Model Family=OPT, Model Scale (Parameter Count)=125M2025.1119