RESEARCHInvestigateNEXT 12 MONTHS
The Multilingual Quantization Tax: Structural Collapse and Typological Fragility in Edge SLMs
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research demonstrates 4-bit quantization in small language models causes severe, disproportionate accuracy drops in non-English languages.
Open source