通过上述优化，DataWorks 实现了从源端到目标湖（Paimon/Iceberg/Hudi）的端到端性能提升。某客户案例显示，采用 DataWorks 实现 MySQL & Loghub 全增量实时同步至 Paimon 表后，资源消耗下降约 50%，运维成本显著降低，验证了其在大规模生产环境中的优越性。
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ALiBi slope=log(10) for base-10 weighting, sparse embed, gated ReLU FFN, float64。heLLoword翻译官方下载对此有专业解读