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ResearchFormerly WizWand

Sentiment Analysis on SST-2

96.9AccuracyRLLR
91.49292.89694.395.704May 30, 2024Sep 1, 2024Dec 4, 2024Mar 8, 2025Jun 10, 2025Sep 12, 2025Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RLLRBackbone=Mistral 7B2024.0596.9
RLLRBackbone=LLaMA2 7B2024.0596.79
RLLR_MIXEDBackbone=LLaMA2 7B2024.0596.79
RLLR_MIXEDBackbone=Mistral 7B2024.0596.67
SFT w. rat.Backbone=LLaMA2 7B2024.0596.56
RLHFBackbone=LLaMA2 7B2024.0596.44
RLLR_MIXEDBackbone=Baichuan2 7B2024.0596.44
SFT w. rat.Backbone=Mistral 7B2024.0596.33
RLLRBackbone=Baichuan2 7B2024.0596.33
SFTBackbone=LLaMA2 7B2024.0596.22
RLHFBackbone=Mistral 7B2024.0596.22
RLHFBackbone=Baichuan2 7B2024.0596.22
SFT w. rat.Backbone=Baichuan2 7B2024.0595.99
SFT w. rat.Backbone=ChatGLM3 6B2024.0595.87
RLHFBackbone=ChatGLM3 6B2024.0595.87
RLLRBackbone=ChatGLM3 6B2024.0595.87
RLLR_MIXEDBackbone=ChatGLM3 6B2024.0595.87
SFTBackbone=Baichuan2 7B2024.0595.64
RLLRBackbone=Bloom 7B2024.0595.53
SFTBackbone=ChatGLM3 6B2024.0595.3
SFTBackbone=Mistral 7B2024.0595.18
SFT w. rat.Backbone=Bloom 7B2024.0594.61
RLHFBackbone=Bloom 7B2024.0594.61
RLLR_MIXEDBackbone=Bloom 7B2024.0594.61
SFTBackbone=Bloom 7B2024.0594.38
Standard MHAMemory (GB)=15.22025.1293.5
MAHAMemory (GB)=6.72025.1293.3
BigBirdMemory (GB)=10.32025.1293.1
LongformerMemory (GB)=9.12025.1292.8
PerformerMemory (GB)=8.52025.1292.4
ReformerMemory (GB)=7.82025.1291.7