Quantization publisher

Gaboo

Gaboo publishes 5 quantizations across 1 models in our index, averaging 8.862 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 2 of the pairs we can compare — the same label does not mean the same file.

From the file· summed file bytes
Repositories
1
Quantizations
5
Models covered
1
Avg effective bpw
8.862
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuantGaboovsTheirsDifference
gemma-4-31B-it-qat-q4_0-unquantized-assistantQ4_K_M0.33 GiBmradermacher0.33 GiB-1.2%
gemma-4-31B-it-qat-q4_0-unquantized-assistantBF160.89 GiBRachidAR0.89 GiB-0.0%

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-4-31B-it-qat-q4_0-unquantized-assistant50.33 GiB