A Gentle Deep Dive into Quantization
SMRTR summary
Unsloth compressed the massive GLM-5.2 AI model from 1.51 terabytes down to around 217-239 gigabytes using aggressive quantization techniques, reducing model weights from 16-bit to mostly 1-2 bit representations while preserving roughly 76-82% top-token agreement with the original.
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