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Instruction Tuning on MT-Bench
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6.55
Score
LR-LoRA
4.0956
4.7328
5.37
6.0072
May 9, 2026
May 13, 2026
May 17, 2026
May 21, 2026
May 25, 2026
May 29, 2026
Jun 3, 2026
Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
LR-LoRA
Backbone=LLaMA3-8B, r=32
2026.06
6.55
RandLoRA
Backbone=LLaMA3-8B, r=32
2026.06
6.31
SineLoRA
Backbone=LLaMA3-8B, r=32
2026.06
6.22
LoRA
Backbone=LLaMA3-8B, r=32
2026.06
6.12
S2FT
Model=LLaMA2-13B, # Tr...
2026.05
5.89
FourierFT
Model=LLaMA2-13B, # Tr...
2026.05
5.82
LoRA
Model=LLaMA2-13B, # Tr...
2026.05
5.8
LoRA
Model=LLaMA2-13B, # Tr...
2026.05
5.78
S2FT
Model=LLaMA2-7B, # Tra...
2026.05
5.21
LoRA
Model=LLaMA2-7B, # Tra...
2026.05
5.2
LoRA
Model=LLaMA2-7B, # Tra...
2026.05
5.19
FourierFT
Model=LLaMA2-7B, # Tra...
2026.05
5.18
LR-LoRA
Backbone=Qwen2-0.5B, r=32
2026.06
4.61
RandLoRA
Backbone=Qwen2-0.5B, r=32
2026.06
4.33
SineLoRA
Backbone=Qwen2-0.5B, r=32
2026.06
4.26
LoRA
Backbone=Qwen2-0.5B, r=32
2026.06
4.19
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