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recommendation-systems

2 posts tagged with "recommendation-systems"

June 28, 2026

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Generative Recommenders (GR) 将推荐重新定义为序列转导任务,HSTU 编码器比 FlashAttention2 Transformer 快 5.3x-15.2x,1.5 万亿参数模型在线 A/B 测试提升 12.4%

recommendation-systems sequential-modeling efficient-attention scaling-law industrial-deployment
June 28, 2026

Compute Only Once: UG-Separation for Efficient Large Recommendation Models

UG-Sep 在 TokenMixer 架构中解耦用户侧和物品侧信息流,实现用户侧计算复用,推理延迟降低 20%,已部署于字节跳动多个业务场景

efficient-inference recommendation-systems token-mixer computation-reuse industrial-deployment

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