Quantization publisher
Orion-zhen
Orion-zhen publishes 2 quantizations across 2 models in our index, averaging 5.706 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
2
Quantizations
2
Models covered
2
Avg effective bpw
5.706
across their files
Same model, same quant label, different bytes
largest disagreements first
| Model | Quant | Orion-zhen | vs | Theirs | Difference |
|---|---|---|---|---|---|
| Qwen2.5-14B-Instruct-Uncensored | Q5_K_M | 9.79 GiB | mradermacher | 9.79 GiB | -0.0% |
| Qwen2.5-7B-Instruct-Uncensored | Q5_K_M | 5.07 GiB | mradermacher | 5.07 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 |
|---|---|---|
| Qwen2.5-7B-Instruct-Uncensored | 1 | 5.07 GiB |
| Qwen2.5-14B-Instruct-Uncensored | 1 | 9.79 GiB |