gemma-4-E4B-it-GGUF / scores /gemma-4-E4B-it-q3_k.ppx
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Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
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llama_model_loader: loaded meta data with 49 key-value pairs and 720 tensors from gemma-4-E4B-it-WIP/gemma-4-E4B-it-Q3_K.gguf (version GGUF V3 (latest))
llama_model_loader: - type f32: 339 tensors
llama_model_loader: - type f16: 1 tensors
llama_model_loader: - type q4_1: 11 tensors
llama_model_loader: - type q5_1: 6 tensors
llama_model_loader: - type q8_0: 1 tensors
llama_model_loader: - type q2_K: 11 tensors
llama_model_loader: - type q3_K: 118 tensors
llama_model_loader: - type q4_K: 41 tensors
llama_model_loader: - type q5_K: 6 tensors
llama_model_loader: - type iq3_xxs: 41 tensors
llama_model_loader: - type iq3_s: 49 tensors
llama_model_loader: - type iq4_xs: 96 tensors
print_info: file format = GGUF V3 (latest)
print_info: file type = IQ4_XS - 4.25 bpw
print_info: file size = 3.06 GiB (3.50 BPW)
====== Perplexity statistics ======
Mean PPL(Q) : 53.460778 ± 0.637355
Mean PPL(base) : 52.693235 ± 0.610088
Cor(ln(PPL(Q)), ln(PPL(base))): 93.43%
Mean ln(PPL(Q)/PPL(base)) : 0.014461 ± 0.004273
Mean PPL(Q)/PPL(base) : 1.014566 ± 0.004336
Mean PPL(Q)-PPL(base) : 0.767544 ± 0.227712
====== KL divergence statistics ======
Mean KLD: 0.368276 ± 0.001632
Maximum KLD: 16.233898
99.9% KLD: 6.639840
99.0% KLD: 2.925996
95.0% KLD: 1.350669
90.0% KLD: 0.914818
Median KLD: 0.166417
10.0% KLD: 0.001494
5.0% KLD: 0.000202
1.0% KLD: 0.000008
0.1% KLD: 0.000000
Minimum KLD: -0.000030
====== Token probability statistics ======
Mean Δp: -1.997 ± 0.038 %
Maximum Δp: 99.669%
99.9% Δp: 75.373%
99.0% Δp: 40.206%
95.0% Δp: 14.981%
90.0% Δp: 6.041%
75.0% Δp: 0.341%
Median Δp: -0.002%
25.0% Δp: -1.599%
10.0% Δp: -13.659%
5.0% Δp: -27.491%
1.0% Δp: -61.928%
0.1% Δp: -94.101%
Minimum Δp: -99.998%
RMS Δp : 14.827 ± 0.072 %
Same top p: 75.953 ± 0.111 %