Quantization publisher

e12ex2

e12ex2 publishes 3 quantizations across 2 models in our index, averaging 9.806 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
2
Quantizations
3
Models covered
2
Avg effective bpw
9.806
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuante12ex2vsTheirsDifference
Hermes-2-Theta-Llama-3-8BQ8_07.95 GiBlegraphista7.95 GiB0.0%

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
Hermes-2-Theta-Llama-3-8B17.95 GiB
Foundation-Sec-8B-Instruct24.58 GiB