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Generative Ads Model

Meta's GenRecs Tokenization Lifts Ad Conversions 0.35% With Semantic Vocabulary
ResearchOctober 19, 2026, 18:00

Meta's GenRecs Tokenization Lifts Ad Conversions 0.35% With Semantic Vocabulary

Meta says its new GenRecs Tokenization, which represents ads, products and pages with tokens from a stable semantic vocabulary instead of dedicated IDs, has delivered a…

Research
ResearchOctober 2, 2026, 00:26

Meta's TLX Jagged Flash Attention Beats FA4 on Blackwell With 3x Less Code

Meta's team has built a Jagged Flash Attention (JFA) kernel for NVIDIA Blackwell B200 using TLX (Triton Low-level Extensions). According to the PyTorch blog post, it…