seanZhang414/openadserver
Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch
Retrieval → Filtering → ML Inference → Ranking with real PostgreSQL, Redis, and PyTorch models: | Metric | Result | |--------|--------| | **P50 Latency** | 3.2ms | | **P99 Latency** | 8.7ms | | **Throughput** | 12,500 req/s | | **Memory Usage** | 2.1GB | ### Model Inference Speed | Model | Latency | Accuracy (AUC) | |-------|---------|----------------| | DeepFM (GPU) | 2.1ms | 0.728 | | DeepFM (CPU) | 4.3ms | 0.728 | | Logistic Regression | 0.8ms | 0.681 | |
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Last pushed
Dec 21, 2025
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