Datasets:
w-ahmad
/
eval-test3

Dataset card Data Studio Files
xet
 Community
1
text
stringlengths
0
6.97k
[2026-06-11 13:39:27]
[2026-06-11 13:39:27] ====== Perplexity statistics ======
[2026-06-11 13:39:27] Mean PPL(Q) : 9.398271 ± 0.227902
[2026-06-11 13:39:27] Mean PPL(base) : 9.384276 ± 0.227802
[2026-06-11 13:39:27] Cor(ln(PPL(Q)), ln(PPL(base))): 99.74%
[2026-06-11 13:39:27] Mean ln(PPL(Q)/PPL(base)) : 0.001490 ± 0.001737
[2026-06-11 13:39:27] Mean PPL(Q)/PPL(base) : 1.001491 ± 0.001739
[2026-06-11 13:39:27] Mean PPL(Q)-PPL(base) : 0.013995 ± 0.016310
[2026-06-11 13:39:27]
[2026-06-11 13:39:27] ====== KL divergence statistics ======
[2026-06-11 13:39:27] Mean KLD: 0.012155 ± 0.001028
[2026-06-11 13:39:27] Maximum KLD: 6.372016
[2026-06-11 13:39:27] 99.9% KLD: 1.081216
[2026-06-11 13:39:27] 99.0% KLD: 0.108792
[2026-06-11 13:39:27] 95.0% KLD: 0.029065
[2026-06-11 13:39:27] 90.0% KLD: 0.016337
[2026-06-11 13:39:27] Median KLD: 0.003155
[2026-06-11 13:39:27] 10.0% KLD: 0.000231
[2026-06-11 13:39:27] 5.0% KLD: 0.000077
[2026-06-11 13:39:27] 1.0% KLD: 0.000011
[2026-06-11 13:39:27] 0.1% KLD: -0.000004
[2026-06-11 13:39:27] Minimum KLD: -0.000032
[2026-06-11 13:39:27]
[2026-06-11 13:39:27] ====== Token probability statistics ======
[2026-06-11 13:39:27] Mean Δp: -0.126 ± 0.029 %
[2026-06-11 13:39:27] Maximum Δp: 73.345%
[2026-06-11 13:39:27] 99.9% Δp: 26.593%
[2026-06-11 13:39:27] 99.0% Δp: 6.681%
[2026-06-11 13:39:27] 95.0% Δp: 2.865%
[2026-06-11 13:39:27] 90.0% Δp: 1.649%
[2026-06-11 13:39:27] 75.0% Δp: 0.322%
[2026-06-11 13:39:27] Median Δp: -0.000%
[2026-06-11 13:39:27] 25.0% Δp: -0.433%
[2026-06-11 13:39:27] 10.0% Δp: -1.947%
[2026-06-11 13:39:27] 5.0% Δp: -3.228%
[2026-06-11 13:39:27] 1.0% Δp: -8.842%
[2026-06-11 13:39:27] 0.1% Δp: -30.026%
[2026-06-11 13:39:27] Minimum Δp: -98.981%
[2026-06-11 13:39:27] RMS Δp : 3.275 ± 0.210 %
[2026-06-11 13:39:27] Same top p: 95.804 ± 0.178 %
[2026-06-11 13:39:27]
[2026-06-11 13:39:27]
✅ Finished target model 8: 1 files evaluated
[2026-06-11 13:39:29] 🗑️ Deleted /kaggle/working/MoQ-layers_0-3-IQ4_NL/Qwen3.5_4B-MoQ-layers_0-3-IQ4_NL.gguf to free disk space
[2026-06-11 13:39:29]
============================================================
[2026-06-11 13:39:29] TARGET MODEL 9/83: w-ahmad/test3 / MoQ-layers_0-3-IQ4_XS/Qwen3.5_4B-MoQ-layers_0-3-IQ4_XS.gguf
[2026-06-11 13:39:29] ============================================================
[2026-06-11 13:39:52]
[1/1] MoQ-layers_0-3-IQ4_XS/Qwen3.5_4B-MoQ-layers_0-3-IQ4_XS.gguf vs /tmp/wiki_test.raw (base: /tmp/llama_dat/base_logits_0.dat)
[2026-06-11 13:39:53] Running: /workspace/llama_bins/cuda-12.8/llama-perplexity -m /kaggle/working/MoQ-layers_0-3-IQ4_XS/Qwen3.5_4B-MoQ-layers_0-3-IQ4_XS.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 13:39:54] 0.00.311.457 I common_init_result: fitting params to device memory ...
[2026-06-11 13:39:54] 0.00.311.482 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 13:40:04] 0.10.685.180 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
[2026-06-11 13:40:04] 0.10.735.187 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
[2026-06-11 13:40:05] 0.11.028.517 I
[2026-06-11 13:40:05] 0.11.028.669 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 13:40:05] 0.11.133.359 I kl_divergence: computing over 50 chunks, n_ctx=512, batch_size=512, n_seq=1
[2026-06-11 13:40:23] 0.29.107.765 I kl_divergence: 17.97 seconds per pass - ETA 14.97 minutes
[2026-06-11 13:40:23]
[2026-06-11 13:40:23] chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
[2026-06-11 13:40:23] 1 6.0042 ± 1.0184 0.00146 ± 0.01172 0.00603 ± 0.00105 1.871 ± 0.172 % 98.039 ± 0.870 %
[2026-06-11 13:40:25] 2 8.9061 ± 1.1599 0.00492 ± 0.00757 0.00714 ± 0.00073 1.958 ± 0.140 % 97.255 ± 0.724 %
[2026-06-11 13:40:27] 3 9.3591 ± 0.9848 0.03546 ± 0.00846 0.01246 ± 0.00169 2.778 ± 0.304 % 95.817 ± 0.724 %
[2026-06-11 13:40:29] 4 9.0792 ± 0.7941 0.02434 ± 0.00672 0.01117 ± 0.00139 2.944 ± 0.403 % 96.176 ± 0.601 %
[2026-06-11 13:40:31] 5 9.1105 ± 0.6981 0.01988 ± 0.00550 0.00989 ± 0.00112 2.826 ± 0.346 % 96.078 ± 0.544 %
[2026-06-11 13:40:33] 6 9.4017 ± 0.6509 0.01689 ± 0.00470 0.00926 ± 0.00096 2.791 ± 0.319 % 96.078 ± 0.496 %
[2026-06-11 13:40:36] 7 9.7113 ± 0.6217 0.01488 ± 0.00412 0.00883 ± 0.00090 2.644 ± 0.289 % 96.303 ± 0.447 %
[2026-06-11 13:40:38] 8 10.5518 ± 0.6506 0.01175 ± 0.00422 0.00893 ± 0.00084 2.622 ± 0.265 % 95.980 ± 0.435 %
[2026-06-11 13:40:40] 9 11.1580 ± 0.6522 0.00988 ± 0.00388 0.00847 ± 0.00075 2.555 ± 0.243 % 95.948 ± 0.412 %
[2026-06-11 13:40:42] 10 11.6130 ± 0.6465 0.01144 ± 0.00365 0.00834 ± 0.00069 2.501 ± 0.225 % 96.039 ± 0.386 %
[2026-06-11 13:40:44] 11 11.4583 ± 0.6054 0.00716 ± 0.00342 0.00823 ± 0.00063 2.461 ± 0.208 % 95.971 ± 0.371 %
[2026-06-11 13:40:46] 12 11.5935 ± 0.5885 0.00688 ± 0.00323 0.00845 ± 0.00066 2.416 ± 0.195 % 95.915 ± 0.358 %
[2026-06-11 13:40:49] 13 12.2732 ± 0.6073 0.00625 ± 0.00313 0.00868 ± 0.00064 2.476 ± 0.190 % 95.988 ± 0.341 %
[2026-06-11 13:40:51] 14 11.6903 ± 0.5547 0.00725 ± 0.00331 0.01056 ± 0.00118 2.728 ± 0.248 % 95.966 ± 0.329 %
[2026-06-11 13:40:53] 15 11.5708 ± 0.5300 0.00658 ± 0.00339 0.01152 ± 0.00157 2.803 ± 0.253 % 95.895 ± 0.321 %
[2026-06-11 13:40:55] 16 11.7231 ± 0.5247 0.00939 ± 0.00329 0.01183 ± 0.00153 2.838 ± 0.241 % 95.882 ± 0.311 %
[2026-06-11 13:40:57] 17 10.9088 ± 0.4693 0.00859 ± 0.00312 0.01175 ± 0.00146 2.955 ± 0.254 % 96.055 ± 0.296 %
[2026-06-11 13:41:00] 18 10.8747 ± 0.4528 0.00620 ± 0.00299 0.01165 ± 0.00138 2.960 ± 0.241 % 95.926 ± 0.292 %
[2026-06-11 13:41:02] 19 10.7665 ± 0.4374 0.00552 ± 0.00290 0.01303 ± 0.00179 2.962 ± 0.235 % 95.872 ± 0.286 %
[2026-06-11 13:41:04] 20 10.8105 ± 0.4284 0.00650 ± 0.00289 0.01543 ± 0.00221 3.179 ± 0.241 % 95.882 ± 0.278 %
[2026-06-11 13:41:06] 21 10.4259 ± 0.4008 0.00689 ± 0.00278 0.01509 ± 0.00211 3.151 ± 0.231 % 95.836 ± 0.273 %
[2026-06-11 13:41:09] 22 10.2939 ± 0.3857 0.00700 ± 0.00271 0.01493 ± 0.00201 3.190 ± 0.220 % 95.865 ± 0.266 %
[2026-06-11 13:41:11] 23 9.9081 ± 0.3607 0.00817 ± 0.00262 0.01464 ± 0.00192 3.175 ± 0.212 % 95.874 ± 0.260 %
[2026-06-11 13:41:13] 24 9.4142 ± 0.3323 0.00798 ± 0.00254 0.01427 ± 0.00185 3.153 ± 0.205 % 95.915 ± 0.253 %
[2026-06-11 13:41:15] 25 9.2407 ± 0.3184 0.00838 ± 0.00249 0.01422 ± 0.00178 3.246 ± 0.207 % 95.906 ± 0.248 %
[2026-06-11 13:41:17] 26 8.9865 ± 0.3011 0.00812 ± 0.00242 0.01387 ± 0.00171 3.207 ± 0.202 % 96.003 ± 0.241 %
[2026-06-11 13:41:19] 27 8.8251 ± 0.2889 0.00895 ± 0.00236 0.01367 ± 0.00165 3.206 ± 0.196 % 96.049 ± 0.235 %
[2026-06-11 13:41:21] 28 8.7112 ± 0.2795 0.00860 ± 0.00231 0.01347 ± 0.00159 3.191 ± 0.191 % 96.120 ± 0.229 %
[2026-06-11 13:41:24] 29 8.6696 ± 0.2730 0.00885 ± 0.00229 0.01340 ± 0.00154 3.225 ± 0.188 % 96.119 ± 0.225 %
[2026-06-11 13:41:26] 30 8.6381 ± 0.2671 0.00831 ± 0.00223 0.01318 ± 0.00149 3.189 ± 0.184 % 96.144 ± 0.220 %
[2026-06-11 13:41:28] 31 8.5549 ± 0.2593 0.00863 ± 0.00217 0.01294 ± 0.00144 3.164 ± 0.180 % 96.167 ± 0.216 %
[2026-06-11 13:41:30] 32 8.5601 ± 0.2556 0.00924 ± 0.00213 0.01290 ± 0.00139 3.180 ± 0.174 % 96.091 ± 0.215 %
[2026-06-11 13:41:32] 33 8.5215 ± 0.2504 0.01007 ± 0.00210 0.01286 ± 0.00135 3.181 ± 0.169 % 96.126 ± 0.210 %
[2026-06-11 13:41:34] 34 8.5948 ± 0.2493 0.00935 ± 0.00205 0.01267 ± 0.00131 3.154 ± 0.166 % 96.171 ± 0.206 %
[2026-06-11 13:41:36] 35 8.6843 ± 0.2482 0.00877 ± 0.00201 0.01251 ± 0.00128 3.132 ± 0.162 % 96.168 ± 0.203 %
[2026-06-11 13:41:38] 36 8.8665 ± 0.2503 0.00859 ± 0.00197 0.01243 ± 0.00124 3.138 ± 0.162 % 96.176 ± 0.200 %
[2026-06-11 13:41:40] 37 8.9739 ± 0.2496 0.00793 ± 0.00193 0.01233 ± 0.00121 3.115 ± 0.159 % 96.174 ± 0.197 %
[2026-06-11 13:41:43] 38 8.9874 ± 0.2466 0.00763 ± 0.00193 0.01244 ± 0.00119 3.098 ± 0.156 % 96.140 ± 0.196 %
[2026-06-11 13:41:45] 39 8.9793 ± 0.2433 0.00732 ± 0.00189 0.01228 ± 0.00116 3.083 ± 0.153 % 96.149 ± 0.193 %