Quantization and Efficient Inference
Latency, throughput, cost, and quality
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Chapter assignment
Compare FP16, INT8, and INT4/AWQ as deployment choices. Explain the trade-off between speed, memory, and output quality for one use case.
What to do now
- Choose one inference constraint.
- Name an acceptable quality loss.
- Define the measurement you would trust.
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