Quantization publisher
Rangle2
Rangle2 publishes 7 quantizations across 1 models in our index, averaging 6.989 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 6 of the pairs we can compare — the same label does not mean the same file.
From the file· summed file bytes
Repositories
1
Quantizations
7
Models covered
1
Avg effective bpw
6.989
across their files
Same model, same quant label, different bytes
largest disagreements first
| Model | Quant | Rangle2 | vs | Theirs | Difference |
|---|---|---|---|---|---|
| gemma-4-12B-it-uncensored-opus4.7-cot | Q2_K | 4.50 GiB | mradermacher | 4.50 GiB | -0.0% |
| gemma-4-12B-it-uncensored-opus4.7-cot | Q3_K_M | 5.67 GiB | mradermacher | 5.67 GiB | -0.0% |
| gemma-4-12B-it-uncensored-opus4.7-cot | Q4_K_M | 6.87 GiB | mradermacher | 6.87 GiB | -0.0% |
| gemma-4-12B-it-uncensored-opus4.7-cot | Q5_K_M | 7.96 GiB | mradermacher | 7.96 GiB | -0.0% |
| gemma-4-12B-it-uncensored-opus4.7-cot | Q6_K | 9.11 GiB | mradermacher | 9.11 GiB | -0.0% |
| gemma-4-12B-it-uncensored-opus4.7-cot | Q8_0 | 11.80 GiB | mradermacher | 11.80 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 |
|---|---|---|
| gemma-4-12B-it-uncensored-opus4.7-cot | 7 | 4.50 GiB |