ResearchBenchmarksCommonsense Reasoning on Commonsense Reasoning 170K SFTCommonsense Reasoning on Commonsense Reasoning 170K SFTFollow87.3Average ScoreQFuRA83.753684.674385.59586.5157May 19, 2026Evaluation resultsMethodMethodLinksAverage ScoreQFuRAParams=1.46%, Backbone...Params=1.46%, Backbone=LLaMA-3-8B, Quantization=4-bit, Fine-tuning=SFT2026.0587.3QDoRAParams=1.42%, Backbone...Params=1.42%, Backbone=LLaMA-3-8B, Quantization=4-bit, Fine-tuning=SFT2026.0586.34QLoRAParams=1.39%, Backbone...Params=1.39%, Backbone=LLaMA-3-8B, Quantization=4-bit, Fine-tuning=SFT2026.0583.89