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AI Inference Engineering

Model Optimization3

Serving Systems4

Hardware & Compilation3

Advanced Serving Techniques4

Serving Many Fine-Tunes at Once with Multi-LoRA
Structured Output and Guided Decoding
Model Routing and Semantic Caching
Test-Time Compute and Reasoning Models

Benchmarking & Evaluation5

Scaling & Deployment3

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AI Inference Engineering

Model Optimization3

Serving Systems4

Hardware & Compilation3

Advanced Serving Techniques4

Serving Many Fine-Tunes at Once with Multi-LoRA
Structured Output and Guided Decoding
Model Routing and Semantic Caching
Test-Time Compute and Reasoning Models

Benchmarking & Evaluation5

Scaling & Deployment3

Learn AI Inference Engineering Advanced Serving Techniques

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Test-Time Compute and Reasoning Models

Some models get smarter by thinking longer before answering. That changes the entire cost equation this course has built up — here's how.

10 min readUpdated 2026-09-03ai-inferencereasoning-modelstest-time-computeadvanced-serving