ResearchBenchmarksReasoning on GSM8K (Exact Match Flexible-Extract Accuracy)Reasoning on GSM8K (Exact Match Flexible-Extract Accuracy)Follow5Exact Match Flexible-Extract AccOriginal2.923.4644.54Feb 20, 2026Evaluation resultsMethodMethodLinksExact Match Flexible-Extract AccOriginalCompression Ratio=0%,...Compression Ratio=0%, Memory (GB)=26.95 GB2026.025SPQCompression Ratio=75%,...Compression Ratio=75%, Memory (GB)=6.86 GB2026.025GPTQCompression Ratio=73%,...Compression Ratio=73%, Memory (GB)=7.16 GB2026.024ASVDCompression Ratio=21%,...Compression Ratio=21%, Memory (GB)=21.41 GB2026.023SparseGPTCompression Ratio=50%,...Compression Ratio=50%, Memory (GB)=13.40 GB2026.023