Datasets:
w-ahmad
/
eval-test3

Dataset card Data Studio Files
xet
 Community
1
text
stringlengths
0
6.97k
[2026-06-11 13:36:39] Maximum KLD: 24.593851
[2026-06-11 13:36:39] 99.9% KLD: 4.171837
[2026-06-11 13:36:39] 99.0% KLD: 0.470803
[2026-06-11 13:36:39] 95.0% KLD: 0.127983
[2026-06-11 13:36:39] 90.0% KLD: 0.069120
[2026-06-11 13:36:39] Median KLD: 0.012756
[2026-06-11 13:36:39] 10.0% KLD: 0.000998
[2026-06-11 13:36:39] 5.0% KLD: 0.000354
[2026-06-11 13:36:39] 1.0% KLD: 0.000058
[2026-06-11 13:36:39] 0.1% KLD: 0.000008
[2026-06-11 13:36:39] Minimum KLD: 0.000001
[2026-06-11 13:36:39]
[2026-06-11 13:36:39] ====== Token probability statistics ======
[2026-06-11 13:36:39] Mean Δp: -0.281 ± 0.054 %
[2026-06-11 13:36:39] Maximum Δp: 99.543%
[2026-06-11 13:36:39] 99.9% Δp: 51.696%
[2026-06-11 13:36:39] 99.0% Δp: 13.467%
[2026-06-11 13:36:39] 95.0% Δp: 5.616%
[2026-06-11 13:36:39] 90.0% Δp: 3.043%
[2026-06-11 13:36:39] 75.0% Δp: 0.644%
[2026-06-11 13:36:39] Median Δp: -0.000%
[2026-06-11 13:36:39] 25.0% Δp: -0.881%
[2026-06-11 13:36:39] 10.0% Δp: -3.780%
[2026-06-11 13:36:39] 5.0% Δp: -6.809%
[2026-06-11 13:36:39] 1.0% Δp: -18.448%
[2026-06-11 13:36:39] 0.1% Δp: -56.480%
[2026-06-11 13:36:39] Minimum Δp: -97.702%
[2026-06-11 13:36:39] RMS Δp : 6.152 ± 0.247 %
[2026-06-11 13:36:39] Same top p: 92.110 ± 0.239 %
[2026-06-11 13:36:39]
[2026-06-11 13:36:39]
✅ Finished target model 7: 1 files evaluated
[2026-06-11 13:36:41] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ3_XXS/Qwen3.5_4B-MoQ-layers_0-3-IQ3_XXS.gguf to free disk space
[2026-06-11 13:36:41]
============================================================
[2026-06-11 13:36:41] TARGET MODEL 8/83: w-ahmad/test3 / MoQ-layers_0-3-IQ4_NL/Qwen3.5_4B-MoQ-layers_0-3-IQ4_NL.gguf
[2026-06-11 13:36:41] ============================================================
[2026-06-11 13:37:04]
[1/1] MoQ-layers_0-3-IQ4_NL/Qwen3.5_4B-MoQ-layers_0-3-IQ4_NL.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat)
[2026-06-11 13:37:04] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/MoQ-layers_0-3-IQ4_NL/Qwen3.5_4B-MoQ-layers_0-3-IQ4_NL.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 13:37:04] 0.00.281.274 I common_init_result: fitting params to device memory ...
[2026-06-11 13:37:04] 0.00.281.309 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 13:37:14] 0.10.251.475 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
[2026-06-11 13:37:15] 0.10.302.351 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
[2026-06-11 13:37:15] 0.10.590.095 I
[2026-06-11 13:37:15] 0.10.590.232 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 13:37:15] 0.10.690.391 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1
[2026-06-11 13:37:41] 0.36.792.222 I kl_divergence: 26.10 seconds per pass - ETA 21.75 minutes
[2026-06-11 13:37:41]
[2026-06-11 13:37:41] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
[2026-06-11 13:37:41] 1 6.0735 ± 1.0352 0.01294 ± 0.00926 0.00593 ± 0.00103 1.890 ± 0.189 % 97.647 ± 0.951 %
[2026-06-11 13:37:43] 2 8.9687 ± 1.1703 0.01193 ± 0.00668 0.00786 ± 0.00085 2.184 ± 0.174 % 96.667 ± 0.796 %
[2026-06-11 13:37:45] 3 9.4258 ± 0.9938 0.04256 ± 0.00933 0.01534 ± 0.00322 2.689 ± 0.194 % 95.294 ± 0.766 %
[2026-06-11 13:37:48] 4 9.1151 ± 0.7985 0.02830 ± 0.00744 0.01362 ± 0.00248 2.902 ± 0.374 % 95.490 ± 0.650 %
[2026-06-11 13:37:50] 5 9.1289 ± 0.7002 0.02190 ± 0.00610 0.01178 ± 0.00199 2.719 ± 0.320 % 95.765 ± 0.564 %
[2026-06-11 13:37:52] 6 9.4042 ± 0.6514 0.01716 ± 0.00521 0.01081 ± 0.00167 2.679 ± 0.292 % 95.948 ± 0.504 %
[2026-06-11 13:37:54] 7 9.7150 ± 0.6223 0.01526 ± 0.00456 0.01010 ± 0.00146 2.546 ± 0.264 % 96.078 ± 0.460 %
[2026-06-11 13:37:56] 8 10.5316 ± 0.6482 0.00983 ± 0.00425 0.01045 ± 0.00142 2.535 ± 0.238 % 95.784 ± 0.445 %
[2026-06-11 13:37:58] 9 11.1366 ± 0.6499 0.00796 ± 0.00395 0.00993 ± 0.00127 2.489 ± 0.218 % 95.730 ± 0.422 %
[2026-06-11 13:38:00] 10 11.5934 ± 0.6444 0.00975 ± 0.00372 0.00964 ± 0.00115 2.455 ± 0.204 % 95.843 ± 0.395 %
[2026-06-11 13:38:03] 11 11.4378 ± 0.6034 0.00537 ± 0.00349 0.00940 ± 0.00105 2.431 ± 0.188 % 95.829 ± 0.378 %
[2026-06-11 13:38:05] 12 11.5613 ± 0.5858 0.00410 ± 0.00327 0.00956 ± 0.00102 2.393 ± 0.175 % 95.784 ± 0.363 %
[2026-06-11 13:38:07] 13 12.2214 ± 0.6034 0.00202 ± 0.00320 0.00977 ± 0.00096 2.404 ± 0.168 % 95.897 ± 0.345 %
[2026-06-11 13:38:09] 14 11.6376 ± 0.5509 0.00273 ± 0.00311 0.00998 ± 0.00095 2.599 ± 0.222 % 95.910 ± 0.332 %
[2026-06-11 13:38:12] 15 11.5161 ± 0.5263 0.00183 ± 0.00320 0.01094 ± 0.00139 2.650 ± 0.219 % 95.922 ± 0.320 %
[2026-06-11 13:38:14] 16 11.6611 ± 0.5205 0.00408 ± 0.00313 0.01103 ± 0.00134 2.743 ± 0.221 % 95.833 ± 0.313 %
[2026-06-11 13:38:16] 17 10.8664 ± 0.4663 0.00469 ± 0.00318 0.01225 ± 0.00177 3.136 ± 0.406 % 95.986 ± 0.298 %
[2026-06-11 13:38:18] 18 10.8266 ± 0.4496 0.00177 ± 0.00307 0.01228 ± 0.00167 3.149 ± 0.383 % 95.904 ± 0.293 %
[2026-06-11 13:38:20] 19 10.7376 ± 0.4353 0.00282 ± 0.00317 0.01481 ± 0.00234 3.410 ± 0.447 % 95.872 ± 0.286 %
[2026-06-11 13:38:23] 20 10.7777 ± 0.4263 0.00346 ± 0.00307 0.01566 ± 0.00238 3.533 ± 0.422 % 95.863 ± 0.279 %
[2026-06-11 13:38:25] 21 10.3926 ± 0.3988 0.00369 ± 0.00295 0.01528 ± 0.00227 3.489 ± 0.407 % 95.798 ± 0.274 %
[2026-06-11 13:38:27] 22 10.2575 ± 0.3836 0.00346 ± 0.00287 0.01509 ± 0.00217 3.500 ± 0.389 % 95.829 ± 0.267 %
[2026-06-11 13:38:29] 23 9.8718 ± 0.3587 0.00449 ± 0.00276 0.01472 ± 0.00207 3.458 ± 0.377 % 95.874 ± 0.260 %
[2026-06-11 13:38:31] 24 9.3799 ± 0.3304 0.00433 ± 0.00267 0.01433 ± 0.00199 3.416 ± 0.365 % 95.915 ± 0.253 %
[2026-06-11 13:38:34] 25 9.2030 ± 0.3164 0.00428 ± 0.00260 0.01426 ± 0.00191 3.497 ± 0.351 % 95.890 ± 0.249 %
[2026-06-11 13:38:36] 26 8.9546 ± 0.2994 0.00456 ± 0.00252 0.01393 ± 0.00184 3.449 ± 0.342 % 95.958 ± 0.242 %
[2026-06-11 13:38:38] 27 8.7914 ± 0.2873 0.00513 ± 0.00245 0.01369 ± 0.00177 3.429 ± 0.332 % 96.020 ± 0.236 %
[2026-06-11 13:38:40] 28 8.6800 ± 0.2780 0.00501 ± 0.00238 0.01346 ± 0.00171 3.401 ± 0.323 % 96.036 ± 0.231 %
[2026-06-11 13:38:42] 29 8.6387 ± 0.2716 0.00527 ± 0.00236 0.01333 ± 0.00165 3.413 ± 0.313 % 96.065 ± 0.226 %
[2026-06-11 13:38:44] 30 8.6043 ± 0.2656 0.00439 ± 0.00230 0.01321 ± 0.00160 3.388 ± 0.305 % 96.078 ± 0.222 %
[2026-06-11 13:38:46] 31 8.5211 ± 0.2578 0.00467 ± 0.00224 0.01299 ± 0.00155 3.366 ± 0.297 % 96.091 ± 0.218 %
[2026-06-11 13:38:48] 32 8.5254 ± 0.2541 0.00517 ± 0.00220 0.01302 ± 0.00150 3.404 ± 0.286 % 95.993 ± 0.217 %
[2026-06-11 13:38:50] 33 8.4862 ± 0.2489 0.00592 ± 0.00216 0.01296 ± 0.00146 3.394 ± 0.279 % 96.043 ± 0.213 %
[2026-06-11 13:38:53] 34 8.5572 ± 0.2477 0.00497 ± 0.00211 0.01278 ± 0.00142 3.361 ± 0.274 % 96.090 ± 0.208 %
[2026-06-11 13:38:55] 35 8.6462 ± 0.2466 0.00437 ± 0.00207 0.01263 ± 0.00137 3.334 ± 0.268 % 96.090 ± 0.205 %
[2026-06-11 13:38:57] 36 8.8277 ± 0.2487 0.00420 ± 0.00202 0.01246 ± 0.00134 3.310 ± 0.263 % 96.089 ± 0.202 %
[2026-06-11 13:38:59] 37 8.9339 ± 0.2480 0.00345 ± 0.00199 0.01241 ± 0.00130 3.279 ± 0.258 % 96.015 ± 0.201 %
[2026-06-11 13:39:01] 38 8.9441 ± 0.2449 0.00281 ± 0.00205 0.01249 ± 0.00127 3.270 ± 0.252 % 96.006 ± 0.199 %
[2026-06-11 13:39:03] 39 8.9356 ± 0.2416 0.00244 ± 0.00200 0.01232 ± 0.00124 3.247 ± 0.248 % 96.048 ± 0.195 %
[2026-06-11 13:39:05] 40 8.9651 ± 0.2400 0.00193 ± 0.00201 0.01236 ± 0.00122 3.299 ± 0.251 % 96.010 ± 0.194 %
[2026-06-11 13:39:07] 41 9.0089 ± 0.2387 0.00148 ± 0.00198 0.01257 ± 0.00122 3.315 ± 0.245 % 96.011 ± 0.191 %
[2026-06-11 13:39:10] 42 9.0822 ± 0.2380 0.00132 ± 0.00195 0.01247 ± 0.00119 3.313 ± 0.241 % 95.957 ± 0.190 %
[2026-06-11 13:39:12] 43 9.1126 ± 0.2367 0.00157 ± 0.00192 0.01237 ± 0.00116 3.294 ± 0.236 % 95.951 ± 0.188 %
[2026-06-11 13:39:14] 44 9.1233 ± 0.2343 0.00155 ± 0.00189 0.01241 ± 0.00114 3.289 ± 0.232 % 95.927 ± 0.187 %
[2026-06-11 13:39:16] 45 9.2220 ± 0.2349 0.00170 ± 0.00185 0.01227 ± 0.00112 3.270 ± 0.228 % 95.895 ± 0.185 %
[2026-06-11 13:39:18] 46 9.1763 ± 0.2307 0.00221 ± 0.00183 0.01232 ± 0.00110 3.316 ± 0.224 % 95.899 ± 0.183 %
[2026-06-11 13:39:20] 47 9.3610 ± 0.2341 0.00222 ± 0.00181 0.01248 ± 0.00109 3.338 ± 0.220 % 95.878 ± 0.182 %
[2026-06-11 13:39:22] 48 9.4465 ± 0.2342 0.00230 ± 0.00179 0.01236 ± 0.00107 3.315 ± 0.217 % 95.882 ± 0.180 %
[2026-06-11 13:39:25] 49 9.3466 ± 0.2287 0.00185 ± 0.00176 0.01225 ± 0.00105 3.295 ± 0.213 % 95.830 ± 0.179 %
[2026-06-11 13:39:27] 50 9.3983 ± 0.2279 0.00149 ± 0.00174 0.01215 ± 0.00103 3.275 ± 0.210 % 95.804 ± 0.178 %