I benchmarked quants of Qwen 3 .6b from q2-q8, here's the results:

Reddit r/LocalLLaMA / 4/2/2026

💬 OpinionTools & Practical UsageModels & Research

Key Points

  • The post reports benchmark results for Qwen 3 6B model quantized from Q2 through Q8 to compare performance tradeoffs across quantization levels.
  • It shares empirical evidence (via provided charts) on how lower-precision quantization affects benchmark outcomes relative to higher-precision versions.
  • The findings are aimed at users evaluating which quantization setting delivers the best balance of quality and efficiency for local deployment scenarios.
  • The results are presented as an informal community benchmark rather than an official release from the model provider, implying reproducibility may depend on the tester’s setup.