Datasets:
w-ahmad
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eval-test3

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[2026-06-11 20:46:23] Mean PPL(Q)-PPL(base) : 0.014863 ± 0.004355
[2026-06-11 20:46:23]
[2026-06-11 20:46:23] ====== KL divergence statistics ======
[2026-06-11 20:46:23] Mean KLD: 0.000484 ± 0.000010
[2026-06-11 20:46:23] Maximum KLD: 0.058491
[2026-06-11 20:46:23] 99.9% KLD: 0.006717
[2026-06-11 20:46:23] 99.0% KLD: 0.002728
[2026-06-11 20:46:23] 95.0% KLD: 0.001864
[2026-06-11 20:46:23] 90.0% KLD: 0.001505
[2026-06-11 20:46:23] Median KLD: 0.000186
[2026-06-11 20:46:23] 10.0% KLD: 0.000002
[2026-06-11 20:46:23] 5.0% KLD: -0.000000
[2026-06-11 20:46:23] 1.0% KLD: -0.000007
[2026-06-11 20:46:23] 0.1% KLD: -0.000018
[2026-06-11 20:46:23] Minimum KLD: -0.000074
[2026-06-11 20:46:23]
[2026-06-11 20:46:23] ====== Token probability statistics ======
[2026-06-11 20:46:23] Mean Δp: -0.004 ± 0.006 %
[2026-06-11 20:46:23] Maximum Δp: 11.577%
[2026-06-11 20:46:23] 99.9% Δp: 3.539%
[2026-06-11 20:46:23] 99.0% Δp: 2.717%
[2026-06-11 20:46:23] 95.0% Δp: 0.884%
[2026-06-11 20:46:23] 90.0% Δp: 0.306%
[2026-06-11 20:46:23] 75.0% Δp: 0.033%
[2026-06-11 20:46:23] Median Δp: 0.000%
[2026-06-11 20:46:23] 25.0% Δp: -0.032%
[2026-06-11 20:46:23] 10.0% Δp: -0.330%
[2026-06-11 20:46:23] 5.0% Δp: -0.983%
[2026-06-11 20:46:23] 1.0% Δp: -2.747%
[2026-06-11 20:46:23] 0.1% Δp: -3.471%
[2026-06-11 20:46:23] Minimum Δp: -6.529%
[2026-06-11 20:46:23] RMS Δp : 0.708 ± 0.014 %
[2026-06-11 20:46:23] Same top p: 99.067 ± 0.085 %
[2026-06-11 20:46:23]
[2026-06-11 20:46:23]
✅ Finished target model 37: 1 files evaluated
[2026-06-11 20:46:25] 🗑️ Deleted /kaggle/working/MoQ-layers_8-11-Q8_0/Qwen3.5_4B-MoQ-layers_8-11-Q8_0.gguf to free disk space
[2026-06-11 20:46:25]
============================================================
[2026-06-11 20:46:25] ALL DONE
[2026-06-11 20:46:25] ============================================================
[2026-06-11 20:46:25] 📁 Final log saved to: models/evaluation/evaluation_log_2e4aa41d0258.txt