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Benchmarks
Language Modeling on OpenR1-Math
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2.86
Perplexity (PPL)
LwF / Full-KL
2.7712
3.3706
3.97
4.5694
May 28, 2026
Perplexity (PPL)
Updated 5d ago
Evaluation Results
Method
Method
Links
Perplexity (PPL)
LwF / Full-KL
Base Model=Qwen2.5-0.5...
2026.05
2.86
CE + TMKL
Base Model=Qwen2.5-0.5...
2026.05
2.87
STABLE
Base Model=Qwen2.5-0.5...
2026.05
2.9
O-LoRA
Base Model=Qwen2.5-0.5...
2026.05
2.98
PiSSA (CE + TMKL)
Backbone=Qwen2.5-0.5B,...
2026.05
2.99
EWC
Base Model=Qwen2.5-0.5...
2026.05
3.01
L2-SP
Base Model=Qwen2.5-0.5...
2026.05
3.03
LoRA + CE (no regularizer)
Base Model=Qwen2.5-0.5...
2026.05
3.05
VeRA (CE)
Backbone=Qwen2.5-0.5B,...
2026.05
3.15
VeRA (CE + TMKL)
Backbone=Qwen2.5-0.5B,...
2026.05
3.16
PiSSA (CE)
Backbone=Qwen2.5-0.5B,...
2026.05
3.2
Base Qwen2.5-0.5B
Base Model=Qwen2.5-0.5...
2026.05
3.21
Base Qwen2.5-0.5B
Backbone=Qwen2.5-0.5B,...
2026.05
3.21
AdaLoRA (CE)
Backbone=Qwen2.5-0.5B,...
2026.05
4.96
AdaLoRA (CE + TMKL)
Backbone=Qwen2.5-0.5B,...
2026.05
5.08
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