Quantization publisher

squ11z1

squ11z1 publishes 34 quantizations across 4 models in our index, averaging 5.722 effective bits per weight. Their files differ in size from other publishers' builds of the same nominal quantization on 25 of the pairs we can compare — the same label does not mean the same file.

From the file· summed file bytes
Repositories
4
Quantizations
34
Models covered
4
Avg effective bpw
5.722
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuantsqu11z1vsTheirsDifference
Kimi-K2-ThinkingQ3_K_M456.34 GiBDevQuasar455.50 GiB+0.2%
Kimi-K2-ThinkingQ3_K_M456.34 GiBunsloth456.34 GiB0.0%
Ministral-3-3B-Instruct-2512-BF16Q3_K_L1.80 GiBbartowski1.80 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q2_K1.36 GiBbartowski1.36 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q3_K_M1.67 GiBbartowski1.67 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q3_K_S1.53 GiBbartowski1.53 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q4_K_M2.00 GiBbartowski2.00 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q4_K_S1.91 GiBbartowski1.91 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q5_K_M2.30 GiBbartowski2.30 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q5_K_S2.25 GiBbartowski2.25 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q6_K2.63 GiBbartowski2.63 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q8_03.40 GiBbartowski3.40 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q8_03.40 GiBlmstudio-community3.40 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q4_K_M2.00 GiBlmstudio-community2.00 GiB-0.0%
Ministral-3-3B-Instruct-2512-BF16Q6_K2.63 GiBlmstudio-community2.63 GiB-0.0%
VibeThinker-3BQ4_K_M1.80 GiBsemparuthiveeran1.80 GiB-0.0%
VibeThinker-3BQ4_K_M1.80 GiBprithivMLmods1.80 GiB-0.0%
VibeThinker-3BQ4_K_S1.71 GiBprithivMLmods1.71 GiB-0.0%
VibeThinker-3BQ5_K_M2.07 GiBprithivMLmods2.07 GiB-0.0%
VibeThinker-3BQ5_K_S2.02 GiBprithivMLmods2.02 GiB-0.0%
VibeThinker-3BQ6_K2.36 GiBprithivMLmods2.36 GiB-0.0%
VibeThinker-3BQ3_K_M1.48 GiBprithivMLmods1.48 GiB-0.0%
VibeThinker-3BQ8_03.06 GiBprithivMLmods3.06 GiB-0.0%
VibeThinker-3BQ3_K_S1.35 GiBprithivMLmods1.35 GiB-0.0%
VibeThinker-3BF165.75 GiBprithivMLmods5.75 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
VibeThinker-3B111.19 GiB
Ministral-3-3B-Instruct-2512-BF16111.36 GiB
Mythos-nano111.19 GiB
Kimi-K2-Thinking1456.34 GiB