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Baseten raised a $13B Series F, becoming an AI infrastructure decacorn. Philip Kiely and Ali Taha detailed inference techniques including cache-aware routing, quantization, and speculative decoding. Quantizing more of GLM-5.2 preserved quality while boosting throughput by 20%. Inference optimizations can deliver gains of 20%, 100%, or 200%.
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