Show HN: Fast NF4 dequantization Triton kernel (1.41x faster than bitsandbytes)

Software Development, Performance Engineering, AI & Machine Learning(github.com)view on HackerNews
TritondequantizationLLMinferenceperformanceoptimizationcustom kernelmemory access patternsspeedup.

Author: Griffith-7

Date: 7/15/2026

Article Summary:
Optimizing dequantization bottleneck in 4-bit LLM inference using custom kernel in Triton.