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Pinterest replaces its user-journey clustering system with a fine-tuned 4-billion-parameter Qwen3 language model. This shift yields a 1.1% improvement in email click-through rates and 1.3% higher push open rates. The new architecture analyzes up to 150 user actions over 360 days using NVIDIA L40S GPUs.
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