Quantization publisher

zerofata

zerofata publishes 32 quantizations across 4 models in our index, averaging 6.669 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 20 of the pairs we can compare — the same label does not mean the same file.

From the file· summed file bytes
Repositories
4
Quantizations
32
Models covered
4
Avg effective bpw
6.669
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuantzerofatavsTheirsDifference
Magistry-24B-v1.1Q6_K18.02 GiBbartowski18.37 GiB-1.9%
Magistry-24B-v1.1Q4_K_M13.35 GiBbartowski13.57 GiB-1.6%
Magistry-24B-v1.1Q5_K_M15.61 GiBbartowski15.79 GiB-1.1%
Magistry-24B-v1.1IQ3_M9.92 GiBbartowski10.10 GiB-1.8%
Magistry-24B-v1.1Q3_K_M10.69 GiBbartowski10.85 GiB-1.5%
Magistry-24B-v1.1IQ4_XS11.88 GiBbartowski12.02 GiB-1.2%
G4-MeroMero-26B-A4BIQ4_XS12.96 GiBmradermacher13.10 GiB-1.0%
G4-MeroMero-31BIQ4_XS15.59 GiBmradermacher15.70 GiB-0.7%
G4-MeroMero-31BQ6_K23.47 GiBmradermacher23.47 GiB-0.0%
G4-MeroMero-31BQ3_K_M14.24 GiBmradermacher14.24 GiB-0.0%
G4-MeroMero-31BQ4_K_M17.40 GiBmradermacher17.40 GiB-0.0%
G4-MeroMero-31BQ5_K_M20.35 GiBmradermacher20.35 GiB-0.0%
G4-MeroMero-31BQ8_030.39 GiBmradermacher30.39 GiB-0.0%
G4-MeroMero-26B-A4BQ8_025.02 GiBmradermacher25.02 GiB-0.0%
G4-MeroMero-26B-A4BQ6_K21.08 GiBmradermacher21.08 GiB-0.0%
G4-MeroMero-26B-A4BQ5_K_M17.82 GiBmradermacher17.82 GiB-0.0%
G4-MeroMero-26B-A4BQ4_K_M15.64 GiBmradermacher15.64 GiB-0.0%
G4-MeroMero-26B-A4BQ3_K_M12.37 GiBmradermacher12.37 GiB-0.0%
Magistry-24B-v1.1Q8_023.33 GiBbartowski23.33 GiB-0.0%
Magistry-24B-v1.1BF1643.92 GiBbartowski43.92 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
G4-MeroMero-26B-A4B811.54 GiB
G4-MeroMero-31B813.43 GiB
Magistry-24B-v1.189.92 GiB
Glistening-Gem-31B-v1.0813.43 GiB