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Instruction following on MT-Bench GPT-4 scored (test)
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6.31
Score
VB-LoRA
4.7292
5.1396
5.55
5.9604
May 24, 2024
Sep 23, 2024
Jan 23, 2025
May 26, 2025
Sep 25, 2025
Jan 25, 2026
May 28, 2026
Score
Updated 5d ago
Evaluation Results
Method
Method
Links
Score
VB-LoRA
Model=Llama2-13B, # Pa...
2024.05
6.31
FoRA
Params (M)=80.0, Backb...
2026.05
6.15
LoRA#
Model=Llama2-13B, # Pa...
2024.05
6.13
DoRA
Params (M)=160.5, Back...
2026.05
6
VeRA
Model=Llama2-13B, # Pa...
2024.05
5.93
rsLoRA
Params (M)=159.9, Back...
2026.05
5.82
LoRA
Model=Llama2-13B, # Pa...
2024.05
5.77
VB-LoRA
Model=Llama2-7B, # Par...
2024.05
5.71
LoRA
Params (M)=159.9, Back...
2026.05
5.7
LoRA#
Model=Llama2-7B, # Par...
2024.05
5.63
w/o FT
Model=Llama2-13B
2024.05
5.38
LoRA†
Model=Llama2-7B, # Par...
2024.05
5.19
VeRA
Model=Llama2-7B, # Par...
2024.05
5.08
w/o FT
Model=Llama2-7B
2024.05
4.79
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