FlexQuant generates a family of shared-parameter quantized LLMs by gradually replacing modules with lower-bit versions, cutting storage and improving memory granularity.
Introducing Apple Foundation Mod- els,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices
FlexQuant generates a family of shared-parameter quantized LLMs by gradually replacing modules with lower-bit versions, cutting storage and improving memory granularity.