Text Generation
GGUF
English
quant
experimental
imatrix
conversational
Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-IQ3_M.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) : 8.855147 ± 0.069027
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 98.10%
Mean ln(PPL(Q)/PPL(base)) : 0.047313 ± 0.001512
Mean PPL(Q)/PPL(base) : 1.048450 ± 0.001585
Mean PPL(Q)-PPL(base) : 0.409209 ± 0.013614
====== KL divergence statistics ======
Mean KLD: 0.081621 ± 0.000566
Maximum KLD: 30.775106
99.9% KLD: 2.516853
99.0% KLD: 0.775507
99.0% KLD: 0.775507
Median KLD: 0.033271
10.0% KLD: 0.000066
5.0% KLD: 0.000007
1.0% KLD: 0.000000
Minimum KLD: -0.000012
====== Token probability statistics ======
Mean Δp: -1.121 ± 0.023 %
Maximum Δp: 95.704%
99.9% Δp: 51.255%
99.0% Δp: 23.109%
95.0% Δp: 9.434%
90.0% Δp: 4.560%
75.0% Δp: 0.316%
Median Δp: -0.008%
25.0% Δp: -1.786%
10.0% Δp: -8.436%
5.0% Δp: -14.687%
1.0% Δp: -32.445%
0.1% Δp: -73.467%
Minimum Δp: -99.970%
RMS Δp : 8.907 ± 0.055 %
Same top p: 87.915 ± 0.084 %