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Hardware & Performance

Quantization

Lowering numeric precision to shrink a model.

Weights are stored at lower precision such as 4 bits instead of 16, cutting memory and compute. With small accuracy loss it is common for local use.

Example4-bit quantization roughly halves memory use.

Related terms

VRAMLocal model