Quantization publisher
toandev
toandev publishes 1 quantizations across 1 models in our index, averaging 4.938 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 1 of the pairs we can compare — the same label does not mean the same file.
From the file· summed file bytes
Repositories
1
Quantizations
1
Models covered
1
Avg effective bpw
4.938
across their files
Same model, same quant label, different bytes
largest disagreements first
| Model | Quant | toandev | vs | Theirs | Difference |
|---|---|---|---|---|---|
| Gemma4-12B-Uncensored | Q4_K_M | 6.87 GiB | mradermacher | 6.87 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
| Model | Quantizations | Smallest |
|---|---|---|
| Gemma4-12B-Uncensored | 1 | 6.87 GiB |