Datasets:
w-ahmad
/
eval-test3

Dataset card Data Studio Files
xet
 Community
1
text
stringlengths
0
6.97k
[2026-06-11 13:18:52] 28 9.9381 ± 0.3160 0.14036 ± 0.01307 0.32059 ± 0.00919 15.332 ± 0.330 % 78.838 ± 0.483 %
[2026-06-11 13:18:54] 29 9.8919 ± 0.3089 0.14074 ± 0.01279 0.31875 ± 0.00896 15.296 ± 0.323 % 78.959 ± 0.474 %
[2026-06-11 13:18:56] 30 9.8714 ± 0.3034 0.14177 ± 0.01259 0.31875 ± 0.00873 15.278 ± 0.317 % 79.007 ± 0.466 %
[2026-06-11 13:18:58] 31 9.8008 ± 0.2961 0.14459 ± 0.01242 0.31691 ± 0.00860 15.220 ± 0.312 % 79.114 ± 0.457 %
[2026-06-11 13:19:00] 32 9.8514 ± 0.2937 0.14974 ± 0.01222 0.31799 ± 0.00841 15.249 ± 0.305 % 79.020 ± 0.451 %
[2026-06-11 13:19:03] 33 9.7812 ± 0.2866 0.14795 ± 0.01200 0.31850 ± 0.00823 15.251 ± 0.300 % 78.990 ± 0.444 %
[2026-06-11 13:19:05] 34 9.9168 ± 0.2874 0.15243 ± 0.01198 0.32113 ± 0.00816 15.423 ± 0.299 % 79.008 ± 0.437 %
[2026-06-11 13:19:07] 35 10.0069 ± 0.2854 0.15053 ± 0.01176 0.32142 ± 0.00798 15.414 ± 0.294 % 78.801 ± 0.433 %
[2026-06-11 13:19:09] 36 10.2262 ± 0.2880 0.15126 ± 0.01153 0.32254 ± 0.00781 15.361 ± 0.289 % 78.584 ± 0.428 %
[2026-06-11 13:19:11] 37 10.3427 ± 0.2868 0.14989 ± 0.01133 0.32119 ± 0.00767 15.339 ± 0.287 % 78.463 ± 0.423 %
[2026-06-11 13:19:13] 38 10.3788 ± 0.2843 0.15158 ± 0.01121 0.32360 ± 0.00766 15.359 ± 0.284 % 78.390 ± 0.418 %
[2026-06-11 13:19:15] 39 10.3821 ± 0.2809 0.15248 ± 0.01103 0.32262 ± 0.00750 15.342 ± 0.281 % 78.421 ± 0.413 %
[2026-06-11 13:19:18] 40 10.4585 ± 0.2807 0.15600 ± 0.01091 0.32332 ± 0.00748 15.365 ± 0.278 % 78.324 ± 0.408 %
[2026-06-11 13:19:20] 41 10.4889 ± 0.2784 0.15358 ± 0.01074 0.32231 ± 0.00734 15.322 ± 0.274 % 78.259 ± 0.403 %
[2026-06-11 13:19:22] 42 10.5503 ± 0.2766 0.15116 ± 0.01056 0.32134 ± 0.00720 15.253 ± 0.270 % 78.179 ± 0.399 %
[2026-06-11 13:19:24] 43 10.5682 ± 0.2744 0.14976 ± 0.01046 0.32320 ± 0.00713 15.327 ± 0.269 % 78.094 ± 0.395 %
[2026-06-11 13:19:26] 44 10.5444 ± 0.2704 0.14632 ± 0.01033 0.32241 ± 0.00702 15.286 ± 0.265 % 78.048 ± 0.391 %
[2026-06-11 13:19:28] 45 10.6438 ± 0.2705 0.14509 ± 0.01023 0.32230 ± 0.00690 15.228 ± 0.261 % 77.952 ± 0.387 %
[2026-06-11 13:19:30] 46 10.5599 ± 0.2648 0.14264 ± 0.01008 0.32036 ± 0.00679 15.179 ± 0.258 % 78.082 ± 0.382 %
[2026-06-11 13:19:32] 47 10.7226 ± 0.2666 0.13802 ± 0.00999 0.32346 ± 0.00679 15.147 ± 0.255 % 77.889 ± 0.379 %
[2026-06-11 13:19:35] 48 10.7914 ± 0.2655 0.13540 ± 0.00987 0.32223 ± 0.00668 15.149 ± 0.253 % 77.982 ± 0.375 %
[2026-06-11 13:19:37] 49 10.6876 ± 0.2595 0.13593 ± 0.00975 0.32195 ± 0.00670 15.224 ± 0.251 % 78.063 ± 0.370 %
[2026-06-11 13:19:39] 50 10.7388 ± 0.2582 0.13483 ± 0.00960 0.31992 ± 0.00659 15.169 ± 0.248 % 78.110 ± 0.366 %
[2026-06-11 13:19:39]
[2026-06-11 13:19:39] ====== Perplexity statistics ======
[2026-06-11 13:19:39] Mean PPL(Q) : 10.738817 ± 0.258225
[2026-06-11 13:19:39] Mean PPL(base) : 9.384276 ± 0.227802
[2026-06-11 13:19:39] Cor(ln(PPL(Q)), ln(PPL(base))): 92.11%
[2026-06-11 13:19:39] Mean ln(PPL(Q)/PPL(base)) : 0.134829 ± 0.009602
[2026-06-11 13:19:39] Mean PPL(Q)/PPL(base) : 1.144341 ± 0.010987
[2026-06-11 13:19:39] Mean PPL(Q)-PPL(base) : 1.354540 ± 0.101049
[2026-06-11 13:19:39]
[2026-06-11 13:19:39] ====== KL divergence statistics ======
[2026-06-11 13:19:39] Mean KLD: 0.319921 ± 0.006589
[2026-06-11 13:19:39] Maximum KLD: 20.989275
[2026-06-11 13:19:39] 99.9% KLD: 9.596039
[2026-06-11 13:19:39] 99.0% KLD: 3.199120
[2026-06-11 13:19:39] 95.0% KLD: 1.105109
[2026-06-11 13:19:39] 90.0% KLD: 0.661423
[2026-06-11 13:19:39] Median KLD: 0.141580
[2026-06-11 13:19:39] 10.0% KLD: 0.014470
[2026-06-11 13:19:39] 5.0% KLD: 0.006310
[2026-06-11 13:19:39] 1.0% KLD: 0.001601
[2026-06-11 13:19:39] 0.1% KLD: 0.000312
[2026-06-11 13:19:39] Minimum KLD: 0.000184
[2026-06-11 13:19:39]
[2026-06-11 13:19:39] ====== Token probability statistics ======
[2026-06-11 13:19:39] Mean Δp: -4.147 ± 0.129 %
[2026-06-11 13:19:39] Maximum Δp: 99.968%
[2026-06-11 13:19:39] 99.9% Δp: 74.349%
[2026-06-11 13:19:39] 99.0% Δp: 28.420%
[2026-06-11 13:19:39] 95.0% Δp: 10.451%
[2026-06-11 13:19:39] 90.0% Δp: 5.314%
[2026-06-11 13:19:39] 75.0% Δp: 0.516%
[2026-06-11 13:19:39] Median Δp: -0.605%
[2026-06-11 13:19:39] 25.0% Δp: -6.372%
[2026-06-11 13:19:39] 10.0% Δp: -18.105%
[2026-06-11 13:19:39] 5.0% Δp: -29.551%
[2026-06-11 13:19:39] 1.0% Δp: -63.775%
[2026-06-11 13:19:39] 0.1% Δp: -94.410%
[2026-06-11 13:19:39] Minimum Δp: -99.632%
[2026-06-11 13:19:39] RMS Δp : 15.169 ± 0.248 %
[2026-06-11 13:19:39] Same top p: 78.110 ± 0.366 %
[2026-06-11 13:19:39]
[2026-06-11 13:19:39]
✅ Finished target model 1: 1 files evaluated
[2026-06-11 13:19:41] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ1_M/Qwen3.5_4B-MoQ-layers_0-3-IQ1_M.gguf to free disk space
[2026-06-11 13:19:41]
============================================================
[2026-06-11 13:19:41] TARGET MODEL 2/83: w-ahmad/test3 / MoQ-layers_0-3-IQ1_S/Qwen3.5_4B-MoQ-layers_0-3-IQ1_S.gguf
[2026-06-11 13:19:41] ============================================================
[2026-06-11 13:20:07]
[1/1] MoQ-layers_0-3-IQ1_S/Qwen3.5_4B-MoQ-layers_0-3-IQ1_S.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat)
[2026-06-11 13:20:08] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/MoQ-layers_0-3-IQ1_S/Qwen3.5_4B-MoQ-layers_0-3-IQ1_S.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 13:20:09] 0.00.270.171 I common_init_result: fitting params to device memory ...
[2026-06-11 13:20:09] 0.00.270.207 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 13:20:19] 0.10.265.520 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
[2026-06-11 13:20:19] 0.10.316.394 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
[2026-06-11 13:20:19] 0.10.863.698 I
[2026-06-11 13:20:19] 0.10.863.880 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 13:20:19] 0.10.961.589 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1
[2026-06-11 13:20:38] 0.29.497.191 I kl_divergence: 18.54 seconds per pass - ETA 15.43 minutes
[2026-06-11 13:20:38]
[2026-06-11 13:20:38] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
[2026-06-11 13:20:39] 1 9.3183 ± 1.8123 0.44098 ± 0.09969 0.49776 ± 0.06450 23.264 ± 2.079 % 77.255 ± 2.630 %
[2026-06-11 13:20:41] 2 12.3341 ± 1.7306 0.33056 ± 0.06502 0.49150 ± 0.03699 20.434 ± 1.409 % 78.235 ± 1.829 %
[2026-06-11 13:20:43] 3 12.9772 ± 1.4432 0.36230 ± 0.05753 0.58244 ± 0.03864 21.401 ± 1.175 % 75.556 ± 1.555 %
[2026-06-11 13:20:45] 4 12.5956 ± 1.1823 0.35171 ± 0.05081 0.54196 ± 0.03332 20.274 ± 0.994 % 75.490 ± 1.347 %
[2026-06-11 13:20:47] 5 12.0644 ± 0.9786 0.30071 ± 0.04178 0.48389 ± 0.02716 19.031 ± 0.871 % 75.686 ± 1.202 %
[2026-06-11 13:20:49] 6 12.6385 ± 0.9247 0.31275 ± 0.03604 0.46064 ± 0.02298 18.431 ± 0.774 % 74.771 ± 1.111 %
[2026-06-11 13:20:51] 7 13.0815 ± 0.8820 0.31279 ± 0.03208 0.44762 ± 0.02037 17.927 ± 0.706 % 74.790 ± 1.028 %
[2026-06-11 13:20:53] 8 14.1047 ± 0.9029 0.30195 ± 0.03004 0.45556 ± 0.01857 17.535 ± 0.651 % 73.627 ± 0.976 %
[2026-06-11 13:20:56] 9 14.9487 ± 0.9033 0.30235 ± 0.02810 0.45190 ± 0.01742 17.304 ± 0.611 % 73.028 ± 0.927 %
[2026-06-11 13:20:58] 10 15.3473 ± 0.8777 0.29025 ± 0.02634 0.44557 ± 0.01595 16.995 ± 0.572 % 72.863 ± 0.881 %
[2026-06-11 13:21:00] 11 14.9832 ± 0.8106 0.27537 ± 0.02476 0.43569 ± 0.01474 16.739 ± 0.538 % 73.333 ± 0.835 %
[2026-06-11 13:21:02] 12 15.2388 ± 0.7902 0.28028 ± 0.02376 0.44360 ± 0.01433 16.957 ± 0.522 % 72.974 ± 0.803 %
[2026-06-11 13:21:04] 13 15.8923 ± 0.7983 0.26466 ± 0.02343 0.45345 ± 0.01365 16.987 ± 0.501 % 72.519 ± 0.775 %
[2026-06-11 13:21:06] 14 15.1152 ± 0.7266 0.26419 ± 0.02242 0.45742 ± 0.01359 17.385 ± 0.493 % 72.801 ± 0.745 %
[2026-06-11 13:21:09] 15 14.6842 ± 0.6788 0.24487 ± 0.02166 0.46431 ± 0.01528 17.473 ± 0.484 % 73.176 ± 0.716 %
[2026-06-11 13:21:11] 16 14.7245 ± 0.6593 0.23733 ± 0.02107 0.46676 ± 0.01473 17.643 ± 0.474 % 72.966 ± 0.695 %