Quantization publisher

prithivMLmods

prithivMLmods publishes 402 quantizations across 35 models in our index, averaging 6.798 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
35
Quantizations
402
Models covered
35
Avg effective bpw
6.798
across their files

Same model, same quant label, different bytes

largest disagreements first
ModelQuantprithivMLmodsvsTheirsDifference
Fara1.5-27BQ3_K_S11.24 GiBbartowski12.56 GiB-10.4%
Fara1.5-27BQ5_K_M17.91 GiBbartowski19.10 GiB-6.3%
Fara1.5-27BQ6_K20.57 GiBbartowski21.63 GiB-4.9%
Fara1.5-27BQ3_K_M12.39 GiBbartowski13.38 GiB-7.4%
Fara1.5-27BQ4_K_M15.41 GiBbartowski16.33 GiB-5.6%
Fara1.5-27BQ2_K9.98 GiBbartowski10.80 GiB-7.7%
Fara1.5-27BQ4_K_S14.52 GiBbartowski15.34 GiB-5.4%
Fara1.5-27BQ5_K_S17.40 GiBbartowski18.11 GiB-3.9%
Fara1.5-27BQ3_K_L13.36 GiBbartowski14.01 GiB-4.6%
Fara1.5-27BQ4_014.41 GiBbartowski15.00 GiB-3.9%
Fara1.5-9BQ3_K_S3.97 GiBbartowski4.35 GiB-8.8%
Fara1.5-9BQ5_K_M6.02 GiBbartowski6.38 GiB-5.6%
Fara1.5-9BQ3_K_M4.31 GiBbartowski4.58 GiB-6.0%
Fara1.5-9BQ4_K_M5.24 GiBbartowski5.50 GiB-4.8%
Fara1.5-4BQ3_K_S1.93 GiBbartowski2.17 GiB-11.0%
Fara1.5-9BQ4_K_S4.98 GiBbartowski5.21 GiB-4.4%
Fara1.5-4BQ5_K_M2.86 GiBbartowski3.09 GiB-7.3%
Fara1.5-9BQ5_K_S5.87 GiBbartowski6.08 GiB-3.4%
Fara1.5-9BQ3_K_L4.59 GiBbartowski4.76 GiB-3.6%
Fara1.5-4BQ3_K_M2.11 GiBbartowski2.28 GiB-7.6%
Fara1.5-4BQ4_K_M2.52 GiBbartowski2.69 GiB-6.1%
Fara1.5-4BQ4_K_S2.39 GiBbartowski2.53 GiB-5.7%
Fara1.5-4BQ5_K_S2.78 GiBbartowski2.91 GiB-4.4%
Fara1.5-4BQ3_K_L2.26 GiBbartowski2.36 GiB-4.6%
Fara1.5-27BQ8_026.63 GiBbartowski26.70 GiB-0.2%

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