Quantization publisher

culturerevolt

culturerevolt publishes 6 quantizations across 1 models in our index, averaging 5.607 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 5 of the pairs we can compare — the same label does not mean the same file.

From the file· summed file bytes
Repositories
1
Quantizations
6
Models covered
1
Avg effective bpw
5.607
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuantculturerevoltvsTheirsDifference
gemma-4-12b-heretic-abliteratedIQ4_XS6.18 GiBmradermacher6.23 GiB-0.8%
gemma-4-12b-heretic-abliteratedQ8_011.80 GiBmradermacher11.80 GiB-0.0%
gemma-4-12b-heretic-abliteratedQ4_K_M6.87 GiBmradermacher6.87 GiB0.0%
gemma-4-12b-heretic-abliteratedQ5_K_M7.96 GiBmradermacher7.96 GiB0.0%
gemma-4-12b-heretic-abliteratedQ6_K9.11 GiBmradermacher9.11 GiB0.0%

A quantization label describes a target, not a recipe. Publishers make different choices about which tensors to keep at higher precision, and some apply an importance matrix while others don't — so two files both honestly labelled the same thing can differ measurably in size and in quality.

Models they publish

ModelQuantizationsSmallest
gemma-4-12b-heretic-abliterated64.91 GiB