text stringlengths 0 663 |
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[2026-06-08 21:58:58] 35 1401.5873 ± 79.6722 1.12951 ± 0.04045 3.23005 ± 0.02852 32.469 ± 0.400 % 31.227 ± 0.491 % |
[2026-06-08 21:58:59] 36 1382.6408 ± 77.2188 1.11040 ± 0.03980 3.21746 ± 0.02803 32.315 ± 0.394 % 31.373 ± 0.484 % |
[2026-06-08 21:59:00] 37 1424.6248 ± 78.3511 1.11142 ± 0.03939 3.23562 ± 0.02775 32.289 ± 0.389 % 31.182 ± 0.477 % |
[2026-06-08 21:59:01] 38 1460.7266 ± 79.1069 1.10543 ± 0.03892 3.24699 ± 0.02735 32.274 ± 0.384 % 31.094 ± 0.470 % |
[2026-06-08 21:59:02] 39 1446.9436 ± 77.3781 1.11269 ± 0.03833 3.22909 ± 0.02701 32.259 ± 0.379 % 31.362 ± 0.465 % |
[2026-06-08 21:59:03] 40 1474.5229 ± 77.8828 1.12116 ± 0.03778 3.22193 ± 0.02665 32.140 ± 0.375 % 31.422 ± 0.460 % |
[2026-06-08 21:59:04] 41 1458.4645 ± 75.9632 1.11234 ± 0.03729 3.21341 ± 0.02623 32.125 ± 0.370 % 31.526 ± 0.454 % |
[2026-06-08 21:59:05] 42 1454.3199 ± 74.6895 1.11542 ± 0.03687 3.21106 ± 0.02592 32.048 ± 0.366 % 31.475 ± 0.449 % |
[2026-06-08 21:59:06] 43 1457.1464 ± 73.9308 1.11247 ± 0.03635 3.20023 ± 0.02561 31.951 ± 0.362 % 31.719 ± 0.444 % |
[2026-06-08 21:59:07] 44 1490.7775 ± 74.9042 1.12447 ± 0.03590 3.20234 ± 0.02529 31.859 ± 0.357 % 31.631 ± 0.439 % |
[2026-06-08 21:59:08] 45 1461.1337 ± 72.4643 1.12504 ± 0.03541 3.20565 ± 0.02500 31.943 ± 0.353 % 31.686 ± 0.434 % |
[2026-06-08 21:59:09] 46 1449.2880 ± 71.0701 1.11676 ± 0.03510 3.21386 ± 0.02472 31.919 ± 0.349 % 31.586 ± 0.429 % |
[2026-06-08 21:59:10] 47 1437.8478 ± 69.7939 1.11907 ± 0.03463 3.21237 ± 0.02444 31.939 ± 0.345 % 31.564 ± 0.425 % |
[2026-06-08 21:59:11] 48 1452.7264 ± 69.6308 1.10342 ± 0.03433 3.22099 ± 0.02413 31.860 ± 0.341 % 31.381 ± 0.419 % |
[2026-06-08 21:59:13] 49 1457.7000 ± 69.1782 1.09599 ± 0.03388 3.22065 ± 0.02383 31.740 ± 0.338 % 31.325 ± 0.415 % |
[2026-06-08 21:59:14] 50 1456.7356 ± 68.4345 1.09155 ± 0.03352 3.21488 ± 0.02356 31.676 ± 0.334 % 31.435 ± 0.411 % |
[2026-06-08 21:59:14] |
[2026-06-08 21:59:14] ====== Perplexity statistics ====== |
[2026-06-08 21:59:14] Mean PPL(Q) : 1456.735569 ± 68.434544 |
[2026-06-08 21:59:14] Mean PPL(base) : 489.021284 ± 23.051893 |
[2026-06-08 21:59:14] Cor(ln(PPL(Q)), ln(PPL(base))): 74.64% |
[2026-06-08 21:59:14] Mean ln(PPL(Q)/PPL(base)) : 1.091547 ± 0.033517 |
[2026-06-08 21:59:14] Mean PPL(Q)/PPL(base) : 2.978880 ± 0.099845 |
[2026-06-08 21:59:14] Mean PPL(Q)-PPL(base) : 967.714285 ± 53.477698 |
[2026-06-08 21:59:14] |
[2026-06-08 21:59:14] ====== KL divergence statistics ====== |
[2026-06-08 21:59:14] Mean KLD: 3.214876 ± 0.023564 |
[2026-06-08 21:59:14] Maximum KLD: 20.549572 |
[2026-06-08 21:59:14] 99.9% KLD: 16.792761 |
[2026-06-08 21:59:14] 99.0% KLD: 11.723343 |
[2026-06-08 21:59:14] 95.0% KLD: 8.194394 |
[2026-06-08 21:59:14] 90.0% KLD: 6.651532 |
[2026-06-08 21:59:14] Median KLD: 2.765541 |
[2026-06-08 21:59:14] 10.0% KLD: 0.182054 |
[2026-06-08 21:59:14] 5.0% KLD: 0.032848 |
[2026-06-08 21:59:14] 1.0% KLD: 0.001120 |
[2026-06-08 21:59:14] 0.1% KLD: 0.000061 |
[2026-06-08 21:59:14] Minimum KLD: 0.000005 |
[2026-06-08 21:59:14] |
[2026-06-08 21:59:14] ====== Token probability statistics ====== |
[2026-06-08 21:59:14] Mean Δp: -10.264 ± 0.265 % |
[2026-06-08 21:59:14] Maximum Δp: 99.915% |
[2026-06-08 21:59:14] 99.9% Δp: 98.809% |
[2026-06-08 21:59:14] 99.0% Δp: 73.032% |
[2026-06-08 21:59:14] 95.0% Δp: 11.987% |
[2026-06-08 21:59:14] 90.0% Δp: 1.608% |
[2026-06-08 21:59:14] 75.0% Δp: 0.006% |
[2026-06-08 21:59:14] Median Δp: -0.016% |
[2026-06-08 21:59:14] 25.0% Δp: -6.750% |
[2026-06-08 21:59:14] 10.0% Δp: -60.284% |
[2026-06-08 21:59:14] 5.0% Δp: -85.620% |
[2026-06-08 21:59:14] 1.0% Δp: -98.909% |
[2026-06-08 21:59:14] 0.1% Δp: -99.964% |
[2026-06-08 21:59:14] Minimum Δp: -100.000% |
[2026-06-08 21:59:14] RMS Δp : 31.676 ± 0.334 % |
[2026-06-08 21:59:14] Same top p: 31.435 ± 0.411 % |
[2026-06-08 21:59:14] |
[2026-06-08 21:59:14] |
✅ Finished target model 1: 1 files evaluated |
[2026-06-08 21:59:15] 🗑️ Deleted /kaggle/working/quants_for_model_base/MoQ-3.0.gguf to free disk space |
[2026-06-08 21:59:15] |
============================================================ |
[2026-06-08 21:59:15] TARGET MODEL 2/17: kaitchup/gemma-4-12b-it-GGUF-MoQ / MoQ-3.25.gguf |
[2026-06-08 21:59:15] ============================================================ |
[2026-06-08 22:00:00] |
[1/1] MoQ-3.25.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat) |
[2026-06-08 22:00:00] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/quants_for_model_base/MoQ-3.25.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 |
[2026-06-08 22:00:01] 0.00.488.927 I common_init_result: fitting params to device memory ... |
[2026-06-08 22:00:01] 0.00.488.935 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) |
[2026-06-08 22:00:03] 0.02.834.647 W load: control-looking token: 212 '</s>' was not control-type; this is probably a bug in the model. its type will be overridden |
[2026-06-08 22:00:03] 0.02.835.637 W load: control-looking token: 50 '<|tool_response>' was not control-type; this is probably a bug in the model. its type will be overridden |
[2026-06-08 22:00:03] 0.02.847.783 W load: control-looking token: 1 '<eos>' was not control-type; this is probably a bug in the model. its type will be overridden |
[2026-06-08 22:00:03] 0.02.890.563 W load: special_eog_ids contains '<|tool_response>', removing '</s>' token from EOG list |
[2026-06-08 22:00:09] 0.08.777.193 W llama_context: n_ctx_seq (512) < n_ctx_train (131072) -- the full capacity of the model will not be utilized |
[2026-06-08 22:00:09] 0.08.822.712 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) |
[2026-06-08 22:00:09] 0.09.084.514 I |
[2026-06-08 22:00:09] 0.09.084.683 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 | |
[2026-06-08 22:00:09] 0.09.177.634 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1 |
[2026-06-08 22:00:11] 0.10.427.881 I kl_divergence: 1.25 seconds per pass - ETA 1.03 minutes |
[2026-06-08 22:00:11] |
[2026-06-08 22:00:11] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p |
[2026-06-08 22:00:11] 1 718.8275 ± 277.6936 1.02536 ± 0.21155 2.08727 ± 0.15448 29.977 ± 2.353 % 47.843 ± 3.134 % |
[2026-06-08 22:00:12] 2 1217.1448 ± 338.5571 0.84716 ± 0.15621 2.00193 ± 0.11932 27.145 ± 1.700 % 51.176 ± 2.216 % |
[2026-06-08 22:00:13] 3 1213.2279 ± 264.1009 1.00168 ± 0.12886 2.23009 ± 0.09947 29.892 ± 1.395 % 47.320 ± 1.806 % |
[2026-06-08 22:00:14] 4 1071.1538 ± 198.3915 0.89176 ± 0.10787 2.08224 ± 0.08177 28.245 ± 1.184 % 48.627 ± 1.566 % |
[2026-06-08 22:00:15] 5 1103.1404 ± 176.4927 0.85602 ± 0.09550 2.04453 ± 0.07155 27.064 ± 1.062 % 47.451 ± 1.399 % |
[2026-06-08 22:00:16] 6 1143.9124 ± 164.7277 0.81808 ± 0.08485 2.01776 ± 0.06287 26.644 ± 0.968 % 46.144 ± 1.275 % |
[2026-06-08 22:00:17] 7 1243.1895 ± 165.0748 0.79676 ± 0.07749 1.99335 ± 0.05712 26.065 ± 0.897 % 46.275 ± 1.180 % |
[2026-06-08 22:00:18] 8 1288.5176 ± 159.3220 0.75306 ± 0.07181 2.05360 ± 0.05418 25.079 ± 0.831 % 45.588 ± 1.103 % |
[2026-06-08 22:00:19] 9 1316.1783 ± 152.6844 0.70735 ± 0.06625 2.04205 ± 0.05040 24.505 ± 0.775 % 45.577 ± 1.040 % |
[2026-06-08 22:00:20] 10 1387.5409 ± 152.7145 0.70862 ± 0.06274 1.99736 ± 0.04728 24.080 ± 0.734 % 45.686 ± 0.987 % |
[2026-06-08 22:00:21] 11 1402.7379 ± 147.6807 0.69813 ± 0.05912 1.97175 ± 0.04461 23.730 ± 0.697 % 45.989 ± 0.941 % |
[2026-06-08 22:00:22] 12 1413.9828 ± 142.2240 0.71430 ± 0.05671 1.96748 ± 0.04244 24.023 ± 0.667 % 46.046 ± 0.901 % |
[2026-06-08 22:00:23] 13 1418.1026 ± 136.2193 0.69362 ± 0.05444 1.96729 ± 0.04056 23.671 ± 0.640 % 45.943 ± 0.866 % |
[2026-06-08 22:00:24] 14 1431.2938 ± 132.1028 0.69714 ± 0.05199 1.95544 ± 0.03866 23.420 ± 0.614 % 46.022 ± 0.834 % |
[2026-06-08 22:00:25] 15 1476.0385 ± 131.5665 0.72726 ± 0.05087 1.96977 ± 0.03727 23.569 ± 0.592 % 45.804 ± 0.806 % |
[2026-06-08 22:00:26] 16 1542.6256 ± 134.0730 0.77223 ± 0.04922 1.96488 ± 0.03591 23.450 ± 0.572 % 45.686 ± 0.780 % |
[2026-06-08 22:00:27] 17 1373.3893 ± 116.3809 0.78620 ± 0.04755 1.95190 ± 0.03474 23.585 ± 0.554 % 46.205 ± 0.757 % |
[2026-06-08 22:00:28] 18 1428.4401 ± 117.5714 0.80012 ± 0.04652 2.01614 ± 0.03459 23.937 ± 0.541 % 45.643 ± 0.735 % |
[2026-06-08 22:00:29] 19 1432.0719 ± 114.8466 0.81413 ± 0.04551 2.06906 ± 0.03454 24.244 ± 0.527 % 45.325 ± 0.715 % |
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