ResearchBenchmarksCode Generation on HumanEval (Accuracy, Peak Memory)Code Generation on HumanEval (Accuracy, Peak Memory)Follow34.2AccuracyLDAdam27.148828.979430.8132.6406Apr 10, 2026Evaluation resultsMethodMethodLinksAccuracyPeak Memory (GB)LDAdamRank=32Rank=322026.0434.269.37AdamRank=–Rank=–2026.0434.0193.26OASISRank=32Rank=322026.0433.546.35LoRARank=32Rank=322026.0431.8462.08GaLoreRank=32Rank=322026.0431.2469.2OASISRank=4Rank=42026.0429.2846.16LoRARank=4Rank=42026.0428.3461.7LDAdamRank=4Rank=42026.0427.9368.99GaLoreRank=4Rank=42026.0427.4269