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Mathematical reasoning on GSM8K LLaMA-2-7B (test)

66.5AccuracyFull FT
57.86860.10962.3564.591Jun 30, 2026

Evaluation results

MethodLinks
Full FTParams=6.74B, Reference=true2026.0666.5
MiLoRAParams=113 M, rank=642026.0663.5
CORAParams=55.7 M, rank=128, Source Matrix=W02026.0662.4
CORAParams=27.6 M, rank=64, Source Matrix=Wlr2026.0662
LoRAParams=113 M, rank=642026.0660.6
PiSSAParams=113 M, rank=642026.0658.2