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w-ahmad
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eval-test3

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[2026-06-11 13:26:23] 0.11.141.315 I
[2026-06-11 13:26:23] 0.11.141.486 I system_info: n_threads = 2 (n_threads_batch = 2) / 4 | CUDA : ARCHS = 750,800,860,890,900,1000,1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
[2026-06-11 13:26:23] 0.11.239.063 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1
[2026-06-11 13:26:45] 0.34.249.399 I kl_divergence: 23.01 seconds per pass - ETA 19.17 minutes
[2026-06-11 13:26:45]
[2026-06-11 13:26:45] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
[2026-06-11 13:26:45] 1 6.5734 ± 1.1501 0.09202 ± 0.04399 0.10206 ± 0.01854 7.674 ± 0.874 % 88.627 ± 1.992 %
[2026-06-11 13:26:48] 2 9.4497 ± 1.2515 0.06417 ± 0.03359 0.12893 ± 0.01476 7.892 ± 0.673 % 88.824 ± 1.397 %
[2026-06-11 13:26:50] 3 9.4994 ± 1.0034 0.05034 ± 0.03216 0.17981 ± 0.01896 9.579 ± 0.786 % 87.451 ± 1.199 %
[2026-06-11 13:26:52] 4 9.3210 ± 0.8212 0.05063 ± 0.02665 0.16381 ± 0.01529 9.538 ± 0.733 % 86.863 ± 1.058 %
[2026-06-11 13:26:54] 5 9.1168 ± 0.6979 0.02057 ± 0.02188 0.14344 ± 0.01233 8.931 ± 0.634 % 87.137 ± 0.938 %
[2026-06-11 13:26:56] 6 9.4600 ± 0.6540 0.02307 ± 0.01850 0.13017 ± 0.01035 8.536 ± 0.561 % 86.732 ± 0.868 %
[2026-06-11 13:26:58] 7 9.7828 ± 0.6273 0.02221 ± 0.01666 0.12317 ± 0.00894 8.277 ± 0.502 % 87.227 ± 0.790 %
[2026-06-11 13:27:00] 8 10.5677 ± 0.6467 0.01326 ± 0.01546 0.12830 ± 0.00851 8.133 ± 0.452 % 86.471 ± 0.757 %
[2026-06-11 13:27:02] 9 11.1593 ± 0.6465 0.01000 ± 0.01438 0.12439 ± 0.00767 7.957 ± 0.425 % 86.536 ± 0.713 %
[2026-06-11 13:27:04] 10 11.6436 ± 0.6429 0.01407 ± 0.01349 0.12340 ± 0.00726 7.769 ± 0.397 % 86.157 ± 0.684 %
[2026-06-11 13:27:06] 11 11.4216 ± 0.5963 0.00395 ± 0.01259 0.11873 ± 0.00663 7.586 ± 0.372 % 86.381 ± 0.648 %
[2026-06-11 13:27:09] 12 11.6079 ± 0.5825 0.00812 ± 0.01200 0.12056 ± 0.00633 7.845 ± 0.365 % 86.111 ± 0.625 %
[2026-06-11 13:27:11] 13 12.0965 ± 0.5895 -0.00826 ± 0.01251 0.13017 ± 0.00627 7.969 ± 0.349 % 85.581 ± 0.610 %
[2026-06-11 13:27:13] 14 11.4770 ± 0.5353 -0.01116 ± 0.01185 0.13383 ± 0.00689 8.334 ± 0.378 % 85.938 ± 0.582 %
[2026-06-11 13:27:15] 15 11.3074 ± 0.5085 -0.01645 ± 0.01192 0.14224 ± 0.00925 8.525 ± 0.406 % 85.987 ± 0.561 %
[2026-06-11 13:27:17] 16 11.4413 ± 0.5010 -0.01495 ± 0.01165 0.14119 ± 0.00881 8.673 ± 0.393 % 85.784 ± 0.547 %
[2026-06-11 13:27:19] 17 10.6887 ± 0.4503 -0.01179 ± 0.01107 0.13699 ± 0.00837 8.651 ± 0.393 % 86.090 ± 0.526 %
[2026-06-11 13:27:22] 18 10.6889 ± 0.4361 -0.01103 ± 0.01059 0.13349 ± 0.00792 8.603 ± 0.377 % 86.362 ± 0.507 %
[2026-06-11 13:27:24] 19 10.6188 ± 0.4229 -0.00831 ± 0.01039 0.13763 ± 0.00790 8.887 ± 0.386 % 86.316 ± 0.494 %
[2026-06-11 13:27:26] 20 10.5810 ± 0.4099 -0.01496 ± 0.01006 0.13837 ± 0.00773 8.930 ± 0.377 % 86.216 ± 0.483 %
[2026-06-11 13:27:28] 21 10.2386 ± 0.3852 -0.01124 ± 0.00977 0.13589 ± 0.00738 8.911 ± 0.362 % 86.424 ± 0.468 %
[2026-06-11 13:27:31] 22 10.1232 ± 0.3713 -0.00972 ± 0.00947 0.13574 ± 0.00709 8.921 ± 0.348 % 86.292 ± 0.459 %
[2026-06-11 13:27:33] 23 9.7865 ± 0.3488 -0.00418 ± 0.00915 0.13416 ± 0.00682 9.071 ± 0.339 % 86.326 ± 0.449 %
[2026-06-11 13:27:35] 24 9.3203 ± 0.3221 -0.00204 ± 0.00881 0.13134 ± 0.00656 9.102 ± 0.331 % 86.601 ± 0.435 %
[2026-06-11 13:27:37] 25 9.2093 ± 0.3112 0.00497 ± 0.00878 0.13354 ± 0.00647 9.422 ± 0.330 % 86.557 ± 0.427 %
[2026-06-11 13:27:40] 26 8.9649 ± 0.2947 0.00572 ± 0.00851 0.13049 ± 0.00623 9.316 ± 0.321 % 86.757 ± 0.416 %
[2026-06-11 13:27:42] 27 8.8249 ± 0.2838 0.00893 ± 0.00827 0.12855 ± 0.00602 9.280 ± 0.314 % 86.855 ± 0.407 %
[2026-06-11 13:27:44] 28 8.7306 ± 0.2755 0.01083 ± 0.00816 0.12840 ± 0.00591 9.257 ± 0.307 % 87.003 ± 0.398 %
[2026-06-11 13:27:46] 29 8.6947 ± 0.2692 0.01173 ± 0.00795 0.12776 ± 0.00573 9.216 ± 0.298 % 87.072 ± 0.390 %
[2026-06-11 13:27:48] 30 8.6596 ± 0.2635 0.01080 ± 0.00780 0.12772 ± 0.00555 9.179 ± 0.291 % 87.124 ± 0.383 %
[2026-06-11 13:27:50] 31 8.5893 ± 0.2563 0.01265 ± 0.00760 0.12621 ± 0.00539 9.161 ± 0.286 % 87.185 ± 0.376 %
[2026-06-11 13:27:52] 32 8.6034 ± 0.2530 0.01427 ± 0.00747 0.12648 ± 0.00527 9.238 ± 0.282 % 87.096 ± 0.371 %
[2026-06-11 13:27:55] 33 8.5723 ± 0.2479 0.01602 ± 0.00733 0.12670 ± 0.00514 9.265 ± 0.278 % 86.988 ± 0.367 %
[2026-06-11 13:27:57] 34 8.6657 ± 0.2477 0.01757 ± 0.00736 0.12747 ± 0.00506 9.348 ± 0.275 % 86.920 ± 0.362 %
[2026-06-11 13:27:59] 35 8.7554 ± 0.2465 0.01692 ± 0.00725 0.12797 ± 0.00498 9.398 ± 0.273 % 86.700 ± 0.359 %
[2026-06-11 13:28:01] 36 8.9387 ± 0.2486 0.01670 ± 0.00710 0.12761 ± 0.00488 9.368 ± 0.269 % 86.645 ± 0.355 %
[2026-06-11 13:28:03] 37 9.0361 ± 0.2476 0.01484 ± 0.00697 0.12658 ± 0.00476 9.300 ± 0.264 % 86.582 ± 0.351 %
[2026-06-11 13:28:05] 38 9.0353 ± 0.2441 0.01296 ± 0.00693 0.12822 ± 0.00488 9.303 ± 0.264 % 86.491 ± 0.347 %
[2026-06-11 13:28:07] 39 9.0385 ± 0.2412 0.01390 ± 0.00680 0.12695 ± 0.00477 9.253 ± 0.259 % 86.546 ± 0.342 %
[2026-06-11 13:28:09] 40 9.0811 ± 0.2402 0.01478 ± 0.00674 0.12821 ± 0.00498 9.269 ± 0.259 % 86.549 ± 0.338 %
[2026-06-11 13:28:12] 41 9.1429 ± 0.2395 0.01624 ± 0.00668 0.12895 ± 0.00493 9.269 ± 0.257 % 86.523 ± 0.334 %
[2026-06-11 13:28:14] 42 9.2257 ± 0.2391 0.01700 ± 0.00656 0.12756 ± 0.00482 9.198 ± 0.253 % 86.573 ± 0.329 %
[2026-06-11 13:28:16] 43 9.2256 ± 0.2367 0.01390 ± 0.00650 0.12789 ± 0.00473 9.254 ± 0.249 % 86.530 ± 0.326 %
[2026-06-11 13:28:18] 44 9.2506 ± 0.2349 0.01540 ± 0.00643 0.12763 ± 0.00463 9.219 ± 0.245 % 86.497 ± 0.323 %
[2026-06-11 13:28:20] 45 9.3487 ± 0.2353 0.01535 ± 0.00639 0.12746 ± 0.00454 9.198 ± 0.241 % 86.431 ± 0.320 %
[2026-06-11 13:28:22] 46 9.2965 ± 0.2310 0.01522 ± 0.00630 0.12709 ± 0.00448 9.197 ± 0.238 % 86.479 ± 0.316 %
[2026-06-11 13:28:24] 47 9.4662 ± 0.2338 0.01340 ± 0.00628 0.12762 ± 0.00442 9.178 ± 0.234 % 86.366 ± 0.313 %
[2026-06-11 13:28:27] 48 9.5416 ± 0.2334 0.01231 ± 0.00618 0.12613 ± 0.00433 9.143 ± 0.232 % 86.544 ± 0.308 %
[2026-06-11 13:28:29] 49 9.4543 ± 0.2282 0.01331 ± 0.00610 0.12692 ± 0.00445 9.239 ± 0.234 % 86.523 ± 0.306 %
[2026-06-11 13:28:31] 50 9.5133 ± 0.2276 0.01366 ± 0.00599 0.12571 ± 0.00436 9.194 ± 0.231 % 86.549 ± 0.302 %
[2026-06-11 13:28:32]
[2026-06-11 13:28:32] ====== Perplexity statistics ======
[2026-06-11 13:28:32] Mean PPL(Q) : 9.513298 ± 0.227624
[2026-06-11 13:28:32] Mean PPL(base) : 9.384276 ± 0.227802
[2026-06-11 13:28:32] Cor(ln(PPL(Q)), ln(PPL(base))): 96.92%
[2026-06-11 13:28:32] Mean ln(PPL(Q)/PPL(base)) : 0.013655 ± 0.005992
[2026-06-11 13:28:32] Mean PPL(Q)/PPL(base) : 1.013749 ± 0.006074
[2026-06-11 13:28:32] Mean PPL(Q)-PPL(base) : 0.129021 ± 0.056517
[2026-06-11 13:28:32]
[2026-06-11 13:28:32] ====== KL divergence statistics ======
[2026-06-11 13:28:32] Mean KLD: 0.125707 ± 0.004359
[2026-06-11 13:28:32] Maximum KLD: 20.400635
[2026-06-11 13:28:32] 99.9% KLD: 6.786116
[2026-06-11 13:28:32] 99.0% KLD: 1.604923
[2026-06-11 13:28:32] 95.0% KLD: 0.413927
[2026-06-11 13:28:32] 90.0% KLD: 0.223322
[2026-06-11 13:28:32] Median KLD: 0.039900
[2026-06-11 13:28:32] 10.0% KLD: 0.003188
[2026-06-11 13:28:32] 5.0% KLD: 0.001186
[2026-06-11 13:28:32] 1.0% KLD: 0.000226
[2026-06-11 13:28:32] 0.1% KLD: 0.000040
[2026-06-11 13:28:32] Minimum KLD: 0.000002
[2026-06-11 13:28:32]
[2026-06-11 13:28:32] ====== Token probability statistics ======
[2026-06-11 13:28:32] Mean Δp: -1.148 ± 0.081 %
[2026-06-11 13:28:32] Maximum Δp: 99.575%
[2026-06-11 13:28:32] 99.9% Δp: 60.442%
[2026-06-11 13:28:32] 99.0% Δp: 21.823%
[2026-06-11 13:28:32] 95.0% Δp: 8.012%
[2026-06-11 13:28:32] 90.0% Δp: 4.442%
[2026-06-11 13:28:32] 75.0% Δp: 0.768%
[2026-06-11 13:28:32] Median Δp: -0.025%
[2026-06-11 13:28:32] 25.0% Δp: -2.190%
[2026-06-11 13:28:32] 10.0% Δp: -7.802%
[2026-06-11 13:28:32] 5.0% Δp: -13.452%
[2026-06-11 13:28:32] 1.0% Δp: -35.134%
[2026-06-11 13:28:32] 0.1% Δp: -78.180%
[2026-06-11 13:28:32] Minimum Δp: -99.240%
[2026-06-11 13:28:32] RMS Δp : 9.194 ± 0.231 %
[2026-06-11 13:28:32] Same top p: 86.549 ± 0.302 %
[2026-06-11 13:28:32]
[2026-06-11 13:28:32]
✅ Finished target model 4: 1 files evaluated
[2026-06-11 13:28:33] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ2_XS/Qwen3.5_4B-MoQ-layers_0-3-IQ2_XS.gguf to free disk space