Text Generation
GGUF
English
quant
experimental
imatrix
conversational
Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-IQ4_NL.ppx
eaddario's picture
Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
6db6db3 verified
raw
history blame
1.07 kB
====== Perplexity statistics ======
Mean PPL(Q) : 8.674113 ± 0.067361
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 98.92%
Mean ln(PPL(Q)/PPL(base)) : 0.026657 ± 0.001137
Mean PPL(Q)/PPL(base) : 1.027016 ± 0.001168
Mean PPL(Q)-PPL(base) : 0.228175 ± 0.009969
====== KL divergence statistics ======
Mean KLD: 0.043268 ± 0.000351
Maximum KLD: 18.135883
99.9% KLD: 1.491586
99.0% KLD: 0.417118
99.0% KLD: 0.417118
Median KLD: 0.016406
10.0% KLD: 0.000034
5.0% KLD: 0.000004
1.0% KLD: -0.000000
Minimum KLD: -0.000026
====== Token probability statistics ======
Mean Δp: -0.672 ± 0.017 %
Maximum Δp: 98.835%
99.9% Δp: 40.761%
99.0% Δp: 17.002%
95.0% Δp: 6.983%
90.0% Δp: 3.441%
75.0% Δp: 0.273%
Median Δp: -0.003%
25.0% Δp: -1.108%
10.0% Δp: -5.679%
5.0% Δp: -10.036%
1.0% Δp: -23.278%
0.1% Δp: -54.994%
Minimum Δp: -99.427%
RMS Δp : 6.596 ± 0.049 %
Same top p: 91.212 ± 0.073 %