ai
INT8
8-bit Integer Quantization
Definition
INT8 quantization stores model weights and/or activations in 8-bit integers, halving memory usage compared to FP16 with minimal accuracy loss. It is supported by NVIDIA's TensorRT, bitsandbytes, and ONNX Runtime for efficient inference.
INT8 is often considered the safe default quantization level for production deployments where some accuracy tradeoff is acceptable.
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