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Glossary

Quantization

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Answer in brief

Storing a model's weights at lower precision, for example 4-bit instead of 16-bit, so it needs about a quarter of the memory. Quality drops a little; 4-bit is the common choice for local use.

Olares OneLocal LLMhardwareVRAMquantizationtokens persecondThe rightmachine for yourmodel size

Olares One → Local LLM hardware → VRAM · quantization · tokens per second → The right machine for your model size

Storing a model's weights at lower precision, for example 4-bit instead of 16-bit, so it needs about a quarter of the memory. Quality drops a little; 4-bit is the common choice for local use.

Sources for this entry

  1. Olares One specifications (Olares docs) (Company-published)
  2. Olares One FAQ (Olares docs) (Company-published)

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Best Local LLM Hardware. “Quantization.” Content reviewed 13 November 2026.

https://bestlocalllmhardware.com/glossary/quantization/