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[2026-06-11 13:34:01] |
[2026-06-11 13:34:01] ====== Token probability statistics ====== |
[2026-06-11 13:34:01] Mean Δp: -0.190 ± 0.042 % |
[2026-06-11 13:34:01] Maximum Δp: 96.073% |
[2026-06-11 13:34:01] 99.9% Δp: 38.693% |
[2026-06-11 13:34:01] 99.0% Δp: 11.216% |
[2026-06-11 13:34:01] 95.0% Δp: 4.270% |
[2026-06-11 13:34:01] 90.0% Δp: 2.499% |
[2026-06-11 13:34:01] 75.0% Δp: 0.486% |
[2026-06-11 13:34:01] Median Δp: -0.000% |
[2026-06-11 13:34:01] 25.0% Δp: -0.774% |
[2026-06-11 13:34:01] 10.0% Δp: -3.151% |
[2026-06-11 13:34:01] 5.0% Δp: -5.338% |
[2026-06-11 13:34:01] 1.0% Δp: -13.284% |
[2026-06-11 13:34:01] 0.1% Δp: -34.655% |
[2026-06-11 13:34:01] Minimum Δp: -86.227% |
[2026-06-11 13:34:01] RMS Δp : 4.712 ± 0.221 % |
[2026-06-11 13:34:01] Same top p: 93.161 ± 0.224 % |
[2026-06-11 13:34:01] |
[2026-06-11 13:34:01] |
✅ Finished target model 6: 1 files evaluated |
[2026-06-11 13:34:02] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ3_S/Qwen3.5_4B-MoQ-layers_0-3-IQ3_S.gguf to free disk space |
[2026-06-11 13:34:02] |
============================================================ |
[2026-06-11 13:34:02] TARGET MODEL 7/83: w-ahmad/test3 / MoQ-layers_0-3-IQ3_XXS/Qwen3.5_4B-MoQ-layers_0-3-IQ3_XXS.gguf |
[2026-06-11 13:34:02] ============================================================ |
[2026-06-11 13:34:23] |
[1/1] MoQ-layers_0-3-IQ3_XXS/Qwen3.5_4B-MoQ-layers_0-3-IQ3_XXS.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat) |
[2026-06-11 13:34:23] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/MoQ-layers_0-3-IQ3_XXS/Qwen3.5_4B-MoQ-layers_0-3-IQ3_XXS.gguf -f /tmp/wiki_test.raw -c 512 -b 512 -np 1 --kl-divergence-base /tmp/llama_dat/base_logits_0.dat --kl-divergence --seed 1337 -ngl 99 --chunks 50 |
[2026-06-11 13:34:24] 0.00.287.096 I common_init_result: fitting params to device memory ... |
[2026-06-11 13:34:24] 0.00.287.107 I common_init_result: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on) |
[2026-06-11 13:34:34] 0.10.371.858 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized |
[2026-06-11 13:34:34] 0.10.421.933 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) |
[2026-06-11 13:34:34] 0.10.710.452 I |
[2026-06-11 13:34:34] 0.10.710.625 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 13:34:34] 0.10.811.554 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1 |
[2026-06-11 13:34:53] 0.29.705.510 I kl_divergence: 18.89 seconds per pass - ETA 15.73 minutes |
[2026-06-11 13:34:53] |
[2026-06-11 13:34:53] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p |
[2026-06-11 13:34:53] 1 6.1886 ± 1.0625 0.03170 ± 0.02981 0.03435 ± 0.01418 5.378 ± 1.654 % 95.294 ± 1.329 % |
[2026-06-11 13:34:55] 2 9.0162 ± 1.1750 0.01721 ± 0.01918 0.04254 ± 0.00925 6.414 ± 1.535 % 93.922 ± 1.059 % |
[2026-06-11 13:34:57] 3 8.7831 ± 0.9080 -0.02806 ± 0.01826 0.05763 ± 0.00732 7.197 ± 1.010 % 92.288 ± 0.965 % |
[2026-06-11 13:35:00] 4 8.6280 ± 0.7425 -0.02662 ± 0.01546 0.05445 ± 0.00725 7.299 ± 0.914 % 91.863 ± 0.856 % |
[2026-06-11 13:35:02] 5 8.6455 ± 0.6507 -0.03251 ± 0.01277 0.04756 ± 0.00583 6.660 ± 0.803 % 91.608 ± 0.777 % |
[2026-06-11 13:35:04] 6 8.9453 ± 0.6086 -0.03286 ± 0.01085 0.04376 ± 0.00487 6.290 ± 0.712 % 91.373 ± 0.718 % |
[2026-06-11 13:35:06] 7 9.2424 ± 0.5813 -0.03460 ± 0.00964 0.04104 ± 0.00421 5.939 ± 0.647 % 91.989 ± 0.643 % |
[2026-06-11 13:35:08] 8 10.0219 ± 0.6053 -0.03978 ± 0.00897 0.04336 ± 0.00489 5.736 ± 0.588 % 91.667 ± 0.612 % |
[2026-06-11 13:35:10] 9 10.6396 ± 0.6097 -0.03769 ± 0.00825 0.04214 ± 0.00442 5.518 ± 0.545 % 91.460 ± 0.584 % |
[2026-06-11 13:35:12] 10 11.0818 ± 0.6050 -0.03538 ± 0.00769 0.04090 ± 0.00401 5.365 ± 0.505 % 91.529 ± 0.552 % |
[2026-06-11 13:35:15] 11 10.9526 ± 0.5676 -0.03798 ± 0.00739 0.04027 ± 0.00367 5.278 ± 0.469 % 91.444 ± 0.528 % |
[2026-06-11 13:35:17] 12 11.1511 ± 0.5560 -0.03202 ± 0.00705 0.04086 ± 0.00342 5.435 ± 0.433 % 91.405 ± 0.507 % |
[2026-06-11 13:35:19] 13 11.7418 ± 0.5700 -0.03802 ± 0.00707 0.04200 ± 0.00324 5.448 ± 0.410 % 91.282 ± 0.490 % |
[2026-06-11 13:35:21] 14 11.1773 ± 0.5198 -0.03763 ± 0.00674 0.04595 ± 0.00406 5.576 ± 0.386 % 91.429 ± 0.469 % |
[2026-06-11 13:35:24] 15 11.0124 ± 0.4936 -0.04288 ± 0.00714 0.05508 ± 0.00795 5.974 ± 0.454 % 91.399 ± 0.453 % |
[2026-06-11 13:35:26] 16 11.1634 ± 0.4884 -0.03954 ± 0.00734 0.05521 ± 0.00759 5.932 ± 0.431 % 91.250 ± 0.442 % |
[2026-06-11 13:35:28] 17 10.4341 ± 0.4390 -0.03590 ± 0.00702 0.05406 ± 0.00721 5.999 ± 0.441 % 91.488 ± 0.424 % |
[2026-06-11 13:35:30] 18 10.4374 ± 0.4255 -0.03484 ± 0.00671 0.05297 ± 0.00681 5.990 ± 0.426 % 91.503 ± 0.412 % |
[2026-06-11 13:35:32] 19 10.3805 ± 0.4136 -0.03100 ± 0.00665 0.05498 ± 0.00666 6.216 ± 0.427 % 91.476 ± 0.401 % |
[2026-06-11 13:35:35] 20 10.3683 ± 0.4022 -0.03527 ± 0.00650 0.05682 ± 0.00646 6.218 ± 0.410 % 91.471 ± 0.391 % |
[2026-06-11 13:35:37] 21 10.0245 ± 0.3777 -0.03237 ± 0.00630 0.05549 ± 0.00616 6.157 ± 0.395 % 91.709 ± 0.377 % |
[2026-06-11 13:35:39] 22 9.8995 ± 0.3636 -0.03206 ± 0.00608 0.05476 ± 0.00588 6.136 ± 0.380 % 91.622 ± 0.370 % |
[2026-06-11 13:35:41] 23 9.5552 ± 0.3411 -0.02810 ± 0.00591 0.05418 ± 0.00565 6.237 ± 0.370 % 91.765 ± 0.359 % |
[2026-06-11 13:35:43] 24 9.0800 ± 0.3143 -0.02816 ± 0.00569 0.05277 ± 0.00542 6.167 ± 0.359 % 91.895 ± 0.349 % |
[2026-06-11 13:35:46] 25 8.9281 ± 0.3020 -0.02604 ± 0.00554 0.05193 ± 0.00520 6.172 ± 0.345 % 91.969 ± 0.340 % |
[2026-06-11 13:35:48] 26 8.6992 ± 0.2863 -0.02437 ± 0.00537 0.05077 ± 0.00500 6.100 ± 0.336 % 92.036 ± 0.333 % |
[2026-06-11 13:35:50] 27 8.5582 ± 0.2755 -0.02175 ± 0.00521 0.05005 ± 0.00482 6.094 ± 0.326 % 92.157 ± 0.324 % |
[2026-06-11 13:35:52] 28 8.4729 ± 0.2674 -0.01913 ± 0.00509 0.04960 ± 0.00465 6.079 ± 0.316 % 92.227 ± 0.317 % |
[2026-06-11 13:35:54] 29 8.4457 ± 0.2618 -0.01732 ± 0.00498 0.04938 ± 0.00451 6.138 ± 0.316 % 92.319 ± 0.310 % |
[2026-06-11 13:35:56] 30 8.4183 ± 0.2564 -0.01746 ± 0.00484 0.04894 ± 0.00437 6.124 ± 0.307 % 92.340 ± 0.304 % |
[2026-06-11 13:35:58] 31 8.3459 ± 0.2492 -0.01610 ± 0.00471 0.04844 ± 0.00423 6.091 ± 0.299 % 92.296 ± 0.300 % |
[2026-06-11 13:36:00] 32 8.3563 ± 0.2457 -0.01487 ± 0.00461 0.04814 ± 0.00410 6.098 ± 0.291 % 92.218 ± 0.297 % |
[2026-06-11 13:36:02] 33 8.3130 ± 0.2404 -0.01469 ± 0.00451 0.04765 ± 0.00398 6.068 ± 0.284 % 92.216 ± 0.292 % |
[2026-06-11 13:36:05] 34 8.3859 ± 0.2394 -0.01525 ± 0.00443 0.04763 ± 0.00387 6.141 ± 0.284 % 92.249 ± 0.287 % |
[2026-06-11 13:36:07] 35 8.4837 ± 0.2387 -0.01460 ± 0.00437 0.04757 ± 0.00378 6.237 ± 0.285 % 92.179 ± 0.284 % |
[2026-06-11 13:36:09] 36 8.6668 ± 0.2410 -0.01420 ± 0.00427 0.04707 ± 0.00368 6.180 ± 0.280 % 92.146 ± 0.281 % |
[2026-06-11 13:36:11] 37 8.7752 ± 0.2406 -0.01447 ± 0.00421 0.04663 ± 0.00359 6.122 ± 0.275 % 92.146 ± 0.277 % |
[2026-06-11 13:36:13] 38 8.7879 ± 0.2377 -0.01481 ± 0.00419 0.04828 ± 0.00386 6.185 ± 0.279 % 92.126 ± 0.274 % |
[2026-06-11 13:36:15] 39 8.7840 ± 0.2346 -0.01466 ± 0.00411 0.04769 ± 0.00377 6.148 ± 0.273 % 92.177 ± 0.269 % |
[2026-06-11 13:36:17] 40 8.8236 ± 0.2335 -0.01399 ± 0.00406 0.04899 ± 0.00403 6.199 ± 0.277 % 92.186 ± 0.266 % |
[2026-06-11 13:36:19] 41 8.8650 ± 0.2322 -0.01462 ± 0.00400 0.04928 ± 0.00397 6.259 ± 0.277 % 92.186 ± 0.263 % |
[2026-06-11 13:36:22] 42 8.9452 ± 0.2317 -0.01388 ± 0.00393 0.04878 ± 0.00388 6.223 ± 0.273 % 92.204 ± 0.259 % |
[2026-06-11 13:36:24] 43 8.9568 ± 0.2297 -0.01567 ± 0.00387 0.04869 ± 0.00379 6.239 ± 0.268 % 92.202 ± 0.256 % |
[2026-06-11 13:36:26] 44 8.9672 ± 0.2274 -0.01571 ± 0.00381 0.04831 ± 0.00371 6.203 ± 0.263 % 92.175 ± 0.254 % |
[2026-06-11 13:36:28] 45 9.0581 ± 0.2277 -0.01622 ± 0.00377 0.04786 ± 0.00362 6.161 ± 0.259 % 92.131 ± 0.251 % |
[2026-06-11 13:36:30] 46 9.0140 ± 0.2237 -0.01564 ± 0.00371 0.04793 ± 0.00356 6.179 ± 0.255 % 92.191 ± 0.248 % |
[2026-06-11 13:36:32] 47 9.1817 ± 0.2265 -0.01712 ± 0.00373 0.04842 ± 0.00352 6.194 ± 0.253 % 92.098 ± 0.246 % |
[2026-06-11 13:36:35] 48 9.2679 ± 0.2267 -0.01680 ± 0.00367 0.04792 ± 0.00345 6.149 ± 0.250 % 92.149 ± 0.243 % |
[2026-06-11 13:36:37] 49 9.1778 ± 0.2216 -0.01638 ± 0.00362 0.04846 ± 0.00352 6.184 ± 0.251 % 92.133 ± 0.241 % |
[2026-06-11 13:36:39] 50 9.2401 ± 0.2212 -0.01548 ± 0.00357 0.04815 ± 0.00345 6.152 ± 0.247 % 92.110 ± 0.239 % |
[2026-06-11 13:36:39] |
[2026-06-11 13:36:39] ====== Perplexity statistics ====== |
[2026-06-11 13:36:39] Mean PPL(Q) : 9.240142 ± 0.221186 |
[2026-06-11 13:36:39] Mean PPL(base) : 9.384276 ± 0.227802 |
[2026-06-11 13:36:39] Cor(ln(PPL(Q)), ln(PPL(base))): 98.91% |
[2026-06-11 13:36:39] Mean ln(PPL(Q)/PPL(base)) : -0.015478 ± 0.003567 |
[2026-06-11 13:36:39] Mean PPL(Q)/PPL(base) : 0.984641 ± 0.003512 |
[2026-06-11 13:36:39] Mean PPL(Q)-PPL(base) : -0.144134 ± 0.033724 |
[2026-06-11 13:36:39] |
[2026-06-11 13:36:39] ====== KL divergence statistics ====== |
[2026-06-11 13:36:39] Mean KLD: 0.048152 ± 0.003452 |
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