Datasets:
w-ahmad
/
eval-test3

Dataset card Data Studio Files
xet
 Community
1
text
stringlengths
0
6.97k
[2026-06-11 13:31:20] 10.0% Δp: -10.758%
[2026-06-11 13:31:20] 5.0% Δp: -17.779%
[2026-06-11 13:31:20] 1.0% Δp: -43.810%
[2026-06-11 13:31:20] 0.1% Δp: -89.116%
[2026-06-11 13:31:20] Minimum Δp: -99.452%
[2026-06-11 13:31:20] RMS Δp : 11.313 ± 0.232 %
[2026-06-11 13:31:20] Same top p: 83.051 ± 0.332 %
[2026-06-11 13:31:20]
[2026-06-11 13:31:20]
✅ Finished target model 5: 1 files evaluated
[2026-06-11 13:31:22] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ2_XXS/Qwen3.5_4B-MoQ-layers_0-3-IQ2_XXS.gguf to free disk space
[2026-06-11 13:31:22]
============================================================
[2026-06-11 13:31:22] TARGET MODEL 6/83: w-ahmad/test3 / MoQ-layers_0-3-IQ3_S/Qwen3.5_4B-MoQ-layers_0-3-IQ3_S.gguf
[2026-06-11 13:31:22] ============================================================
[2026-06-11 13:31:44]
[1/1] MoQ-layers_0-3-IQ3_S/Qwen3.5_4B-MoQ-layers_0-3-IQ3_S.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat)
[2026-06-11 13:31:44] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/MoQ-layers_0-3-IQ3_S/Qwen3.5_4B-MoQ-layers_0-3-IQ3_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 13:31:44] 0.00.284.361 I common_init_result: fitting params to device memory ...
[2026-06-11 13:31:44] 0.00.284.371 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 13:31:54] 0.10.531.202 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
[2026-06-11 13:31:55] 0.10.583.192 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
[2026-06-11 13:31:55] 0.10.878.839 I
[2026-06-11 13:31:55] 0.10.879.035 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 13:31:55] 0.10.975.371 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1
[2026-06-11 13:32:14] 0.30.291.882 I kl_divergence: 19.32 seconds per pass - ETA 16.08 minutes
[2026-06-11 13:32:14]
[2026-06-11 13:32:14] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
[2026-06-11 13:32:14] 1 6.0267 ± 1.0212 0.00520 ± 0.01349 0.01446 ± 0.00263 4.018 ± 0.851 % 94.118 ± 1.476 %
[2026-06-11 13:32:16] 2 8.7917 ± 1.1368 -0.00801 ± 0.01088 0.02606 ± 0.00523 4.308 ± 0.489 % 94.118 ± 1.043 %
[2026-06-11 13:32:18] 3 8.8968 ± 0.9165 -0.01520 ± 0.01523 0.04444 ± 0.00791 5.640 ± 0.908 % 93.595 ± 0.886 %
[2026-06-11 13:32:21] 4 8.7027 ± 0.7459 -0.01801 ± 0.01186 0.03669 ± 0.00596 5.084 ± 0.757 % 93.333 ± 0.781 %
[2026-06-11 13:32:23] 5 8.7968 ± 0.6626 -0.01516 ± 0.00962 0.03151 ± 0.00478 4.699 ± 0.657 % 93.255 ± 0.703 %
[2026-06-11 13:32:25] 6 9.1383 ± 0.6234 -0.01152 ± 0.00822 0.02900 ± 0.00400 4.531 ± 0.571 % 92.745 ± 0.663 %
[2026-06-11 13:32:27] 7 9.4801 ± 0.5996 -0.00922 ± 0.00721 0.02732 ± 0.00346 4.299 ± 0.517 % 92.829 ± 0.611 %
[2026-06-11 13:32:29] 8 10.2926 ± 0.6263 -0.01312 ± 0.00760 0.03074 ± 0.00445 4.246 ± 0.464 % 92.402 ± 0.587 %
[2026-06-11 13:32:31] 9 10.9170 ± 0.6310 -0.01196 ± 0.00692 0.02924 ± 0.00398 4.097 ± 0.428 % 92.375 ± 0.554 %
[2026-06-11 13:32:33] 10 11.3328 ± 0.6231 -0.01299 ± 0.00643 0.02837 ± 0.00362 4.111 ± 0.405 % 92.510 ± 0.521 %
[2026-06-11 13:32:36] 11 11.2048 ± 0.5851 -0.01521 ± 0.00597 0.02721 ± 0.00329 4.012 ± 0.378 % 92.585 ± 0.495 %
[2026-06-11 13:32:38] 12 11.3803 ± 0.5715 -0.01168 ± 0.00568 0.02735 ± 0.00303 4.067 ± 0.349 % 92.418 ± 0.479 %
[2026-06-11 13:32:40] 13 12.0169 ± 0.5884 -0.01486 ± 0.00566 0.02726 ± 0.00283 4.005 ± 0.329 % 92.428 ± 0.460 %
[2026-06-11 13:32:42] 14 11.4192 ± 0.5361 -0.01621 ± 0.00543 0.03245 ± 0.00464 4.551 ± 0.422 % 92.689 ± 0.436 %
[2026-06-11 13:32:45] 15 11.2564 ± 0.5096 -0.02097 ± 0.00571 0.03839 ± 0.00672 4.850 ± 0.447 % 92.654 ± 0.422 %
[2026-06-11 13:32:47] 16 11.3648 ± 0.5015 -0.02166 ± 0.00609 0.03884 ± 0.00647 4.792 ± 0.425 % 92.574 ± 0.411 %
[2026-06-11 13:32:49] 17 10.6005 ± 0.4497 -0.02008 ± 0.00577 0.03736 ± 0.00609 4.727 ± 0.406 % 92.618 ± 0.397 %
[2026-06-11 13:32:51] 18 10.5944 ± 0.4352 -0.01991 ± 0.00556 0.03704 ± 0.00579 4.846 ± 0.410 % 92.614 ± 0.386 %
[2026-06-11 13:32:53] 19 10.4989 ± 0.4211 -0.01966 ± 0.00542 0.03913 ± 0.00573 4.976 ± 0.394 % 92.632 ± 0.375 %
[2026-06-11 13:32:56] 20 10.5686 ± 0.4141 -0.01614 ± 0.00558 0.04068 ± 0.00571 5.008 ± 0.380 % 92.686 ± 0.365 %
[2026-06-11 13:32:58] 21 10.1983 ± 0.3878 -0.01518 ± 0.00536 0.03959 ± 0.00544 4.953 ± 0.366 % 92.848 ± 0.352 %
[2026-06-11 13:33:00] 22 10.0657 ± 0.3729 -0.01542 ± 0.00519 0.03901 ± 0.00519 4.937 ± 0.351 % 92.781 ± 0.346 %
[2026-06-11 13:33:02] 23 9.6973 ± 0.3491 -0.01334 ± 0.00501 0.03851 ± 0.00497 5.036 ± 0.339 % 92.822 ± 0.337 %
[2026-06-11 13:33:05] 24 9.2289 ± 0.3221 -0.01189 ± 0.00482 0.03752 ± 0.00477 4.981 ± 0.329 % 92.941 ± 0.327 %
[2026-06-11 13:33:07] 25 9.0603 ± 0.3086 -0.01134 ± 0.00469 0.03722 ± 0.00458 5.004 ± 0.315 % 93.020 ± 0.319 %
[2026-06-11 13:33:09] 26 8.8206 ± 0.2921 -0.01051 ± 0.00454 0.03642 ± 0.00440 4.954 ± 0.307 % 93.167 ± 0.310 %
[2026-06-11 13:33:11] 27 8.6738 ± 0.2807 -0.00834 ± 0.00441 0.03612 ± 0.00425 5.041 ± 0.305 % 93.261 ± 0.302 %
[2026-06-11 13:33:13] 28 8.5733 ± 0.2721 -0.00735 ± 0.00427 0.03535 ± 0.00410 5.000 ± 0.297 % 93.417 ± 0.293 %
[2026-06-11 13:33:15] 29 8.5366 ± 0.2660 -0.00662 ± 0.00415 0.03478 ± 0.00396 4.959 ± 0.289 % 93.496 ± 0.287 %
[2026-06-11 13:33:17] 30 8.5115 ± 0.2604 -0.00646 ± 0.00404 0.03444 ± 0.00383 4.928 ± 0.281 % 93.529 ± 0.281 %
[2026-06-11 13:33:19] 31 8.4302 ± 0.2528 -0.00605 ± 0.00392 0.03381 ± 0.00371 4.888 ± 0.275 % 93.460 ± 0.278 %
[2026-06-11 13:33:22] 32 8.4412 ± 0.2495 -0.00476 ± 0.00384 0.03370 ± 0.00360 4.903 ± 0.266 % 93.321 ± 0.276 %
[2026-06-11 13:33:24] 33 8.3861 ± 0.2436 -0.00594 ± 0.00375 0.03338 ± 0.00349 4.887 ± 0.259 % 93.262 ± 0.273 %
[2026-06-11 13:33:26] 34 8.4569 ± 0.2426 -0.00681 ± 0.00366 0.03291 ± 0.00339 4.846 ± 0.254 % 93.253 ± 0.269 %
[2026-06-11 13:33:28] 35 8.5494 ± 0.2417 -0.00689 ± 0.00357 0.03249 ± 0.00329 4.822 ± 0.249 % 93.300 ± 0.265 %
[2026-06-11 13:33:30] 36 8.7335 ± 0.2440 -0.00653 ± 0.00349 0.03211 ± 0.00320 4.772 ± 0.244 % 93.214 ± 0.263 %
[2026-06-11 13:33:32] 37 8.8413 ± 0.2435 -0.00696 ± 0.00346 0.03183 ± 0.00312 4.729 ± 0.240 % 93.196 ± 0.259 %
[2026-06-11 13:33:34] 38 8.8505 ± 0.2405 -0.00771 ± 0.00339 0.03201 ± 0.00306 4.700 ± 0.235 % 93.189 ± 0.256 %
[2026-06-11 13:33:36] 39 8.8502 ± 0.2376 -0.00716 ± 0.00332 0.03156 ± 0.00298 4.680 ± 0.231 % 93.243 ± 0.252 %
[2026-06-11 13:33:38] 40 8.8834 ± 0.2361 -0.00723 ± 0.00329 0.03159 ± 0.00294 4.734 ± 0.242 % 93.235 ± 0.249 %
[2026-06-11 13:33:40] 41 8.9217 ± 0.2346 -0.00825 ± 0.00324 0.03144 ± 0.00287 4.733 ± 0.238 % 93.219 ± 0.246 %
[2026-06-11 13:33:43] 42 9.0005 ± 0.2341 -0.00772 ± 0.00318 0.03106 ± 0.00280 4.697 ± 0.234 % 93.175 ± 0.244 %
[2026-06-11 13:33:45] 43 9.0158 ± 0.2323 -0.00911 ± 0.00314 0.03088 ± 0.00274 4.685 ± 0.229 % 93.178 ± 0.241 %
[2026-06-11 13:33:47] 44 9.0158 ± 0.2296 -0.01031 ± 0.00311 0.03081 ± 0.00267 4.670 ± 0.225 % 93.164 ± 0.238 %
[2026-06-11 13:33:49] 45 9.1018 ± 0.2298 -0.01142 ± 0.00306 0.03054 ± 0.00262 4.642 ± 0.222 % 93.124 ± 0.236 %
[2026-06-11 13:33:51] 46 9.0532 ± 0.2257 -0.01130 ± 0.00300 0.03084 ± 0.00259 4.670 ± 0.217 % 93.137 ± 0.233 %
[2026-06-11 13:33:53] 47 9.2217 ± 0.2284 -0.01277 ± 0.00302 0.03132 ± 0.00258 4.714 ± 0.220 % 93.100 ± 0.232 %
[2026-06-11 13:33:55] 48 9.3077 ± 0.2286 -0.01252 ± 0.00297 0.03095 ± 0.00253 4.684 ± 0.217 % 93.154 ± 0.228 %
[2026-06-11 13:33:58] 49 9.2091 ± 0.2232 -0.01297 ± 0.00293 0.03148 ± 0.00260 4.739 ± 0.224 % 93.165 ± 0.226 %
[2026-06-11 13:34:00] 50 9.2661 ± 0.2226 -0.01267 ± 0.00288 0.03125 ± 0.00255 4.712 ± 0.221 % 93.161 ± 0.224 %
[2026-06-11 13:34:01]
[2026-06-11 13:34:01] ====== Perplexity statistics ======
[2026-06-11 13:34:01] Mean PPL(Q) : 9.266083 ± 0.222616
[2026-06-11 13:34:01] Mean PPL(base) : 9.384276 ± 0.227802
[2026-06-11 13:34:01] Cor(ln(PPL(Q)), ln(PPL(base))): 99.29%
[2026-06-11 13:34:01] Mean ln(PPL(Q)/PPL(base)) : -0.012675 ± 0.002884
[2026-06-11 13:34:01] Mean PPL(Q)/PPL(base) : 0.987405 ± 0.002847
[2026-06-11 13:34:01] Mean PPL(Q)-PPL(base) : -0.118193 ± 0.027286
[2026-06-11 13:34:01]
[2026-06-11 13:34:01] ====== KL divergence statistics ======
[2026-06-11 13:34:01] Mean KLD: 0.031247 ± 0.002551
[2026-06-11 13:34:01] Maximum KLD: 18.519602
[2026-06-11 13:34:01] 99.9% KLD: 4.219790
[2026-06-11 13:34:01] 99.0% KLD: 0.272028
[2026-06-11 13:34:01] 95.0% KLD: 0.077249
[2026-06-11 13:34:01] 90.0% KLD: 0.043585
[2026-06-11 13:34:01] Median KLD: 0.007858
[2026-06-11 13:34:01] 10.0% KLD: 0.000607
[2026-06-11 13:34:01] 5.0% KLD: 0.000207
[2026-06-11 13:34:01] 1.0% KLD: 0.000034
[2026-06-11 13:34:01] 0.1% KLD: 0.000005
[2026-06-11 13:34:01] Minimum KLD: -0.000200