Pinterest Replaces Clustering with Qwen3 LLM

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.