Hugging Face's logo

Datasets:
AtomicChat
/
dsv4-eval-artifacts

Tasks:
Text Generation
Modalities:
Text
Formats:
json
Languages:
English
Size:
< 1K
Tags:
evaluation
perplexity
kl-divergence
gguf
quantization
llama.cpp
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
worthant commited on
Commit
70c6d80
·
verified ·
1 Parent(s): a424040

Upload logs/bullerwins__DeepSeek-V4-Flash-0731-IQ3_XXS-Experts-Q8_0.log with huggingface_hub

Browse files
Files changed (1) hide show
  1. logs/bullerwins__DeepSeek-V4-Flash-0731-IQ3_XXS-Experts-Q8_0.log +99 -0
logs/bullerwins__DeepSeek-V4-Flash-0731-IQ3_XXS-Experts-Q8_0.log ADDED
@@ -0,0 +1,99 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 5.68 minutes
2
+
3
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
4
+ 1 2.6395 ± 0.1013 0.20844 ± 0.02889 0.55829 ± 0.02244 28.320 ± 0.620 % 79.396 ± 0.762 %
5
+ 2 3.2855 ± 0.1007 0.11327 ± 0.01730 0.38863 ± 0.01261 23.059 ± 0.436 % 82.522 ± 0.506 %
6
+ 3 3.4549 ± 0.0855 0.08261 ± 0.01253 0.32848 ± 0.00899 20.642 ± 0.350 % 83.126 ± 0.408 %
7
+ 4 3.8292 ± 0.0842 0.06388 ± 0.00989 0.27605 ± 0.00692 18.555 ± 0.299 % 84.245 ± 0.343 %
8
+ 5 4.1653 ± 0.0833 0.05726 ± 0.00842 0.25220 ± 0.00579 17.352 ± 0.264 % 84.597 ± 0.304 %
9
+ 6 4.4174 ± 0.0806 0.05101 ± 0.00732 0.22918 ± 0.00495 16.363 ± 0.239 % 85.038 ± 0.274 %
10
+ 7 4.2784 ± 0.0732 0.05652 ± 0.00689 0.22955 ± 0.00480 16.446 ± 0.227 % 85.527 ± 0.251 %
11
+ 8 4.3987 ± 0.0710 0.05781 ± 0.00652 0.24000 ± 0.00446 16.603 ± 0.209 % 84.969 ± 0.238 %
12
+ 9 4.5579 ± 0.0702 0.05961 ± 0.00621 0.24704 ± 0.00416 16.545 ± 0.194 % 84.504 ± 0.227 %
13
+ 10 4.7905 ± 0.0708 0.05584 ± 0.00575 0.23596 ± 0.00383 16.012 ± 0.183 % 84.675 ± 0.215 %
14
+ 11 4.6739 ± 0.0651 0.05540 ± 0.00542 0.23150 ± 0.00358 15.775 ± 0.173 % 84.812 ± 0.204 %
15
+ 12 4.6814 ± 0.0621 0.05306 ± 0.00510 0.22651 ± 0.00333 15.514 ± 0.164 % 84.816 ± 0.195 %
16
+ 13 4.6076 ± 0.0585 0.04952 ± 0.00483 0.22029 ± 0.00312 15.237 ± 0.157 % 85.014 ± 0.187 %
17
+ 14 4.4416 ± 0.0535 0.04799 ± 0.00456 0.21195 ± 0.00294 14.961 ± 0.150 % 85.389 ± 0.178 %
18
+ 15 4.6232 ± 0.0546 0.04699 ± 0.00439 0.21163 ± 0.00282 14.848 ± 0.145 % 85.239 ± 0.173 %
19
+ 16 4.5733 ± 0.0525 0.05260 ± 0.00446 0.22980 ± 0.00300 15.539 ± 0.144 % 84.951 ± 0.168 %
20
+ 17 4.6910 ± 0.0525 0.04975 ± 0.00425 0.22278 ± 0.00283 15.213 ± 0.139 % 85.053 ± 0.163 %
21
+ 18 4.7506 ± 0.0517 0.04775 ± 0.00407 0.21830 ± 0.00273 15.002 ± 0.135 % 85.165 ± 0.158 %
22
+ 19 4.7360 ± 0.0500 0.04626 ± 0.00390 0.21290 ± 0.00260 14.760 ± 0.130 % 85.267 ± 0.153 %
23
+ 20 4.6406 ± 0.0474 0.04429 ± 0.00375 0.20849 ± 0.00249 14.594 ± 0.126 % 85.380 ± 0.149 %
24
+ 21 4.6518 ± 0.0466 0.04312 ± 0.00366 0.20753 ± 0.00242 14.528 ± 0.123 % 85.449 ± 0.145 %
25
+ 22 4.7315 ± 0.0463 0.04207 ± 0.00353 0.20325 ± 0.00233 14.313 ± 0.120 % 85.477 ± 0.142 %
26
+ 23 4.6792 ± 0.0446 0.04140 ± 0.00342 0.20003 ± 0.00224 14.210 ± 0.117 % 85.543 ± 0.138 %
27
+ 24 4.6431 ± 0.0432 0.03996 ± 0.00332 0.19803 ± 0.00216 14.150 ± 0.114 % 85.565 ± 0.135 %
28
+ 25 4.5423 ± 0.0413 0.04221 ± 0.00331 0.20264 ± 0.00218 14.482 ± 0.114 % 85.582 ± 0.132 %
29
+ 26 4.5856 ± 0.0410 0.04107 ± 0.00321 0.19871 ± 0.00211 14.316 ± 0.111 % 85.732 ± 0.129 %
30
+ 27 4.6167 ± 0.0405 0.03982 ± 0.00314 0.19755 ± 0.00205 14.234 ± 0.108 % 85.676 ± 0.127 %
31
+ 28 4.6238 ± 0.0398 0.03985 ± 0.00308 0.19700 ± 0.00202 14.251 ± 0.107 % 85.677 ± 0.125 %
32
+ 29 4.5978 ± 0.0388 0.03954 ± 0.00300 0.19408 ± 0.00196 14.109 ± 0.105 % 85.821 ± 0.122 %
33
+ 30 4.5988 ± 0.0382 0.03904 ± 0.00294 0.19248 ± 0.00191 14.054 ± 0.103 % 85.841 ± 0.120 %
34
+ 31 4.5968 ± 0.0374 0.03834 ± 0.00287 0.18963 ± 0.00186 13.925 ± 0.101 % 85.907 ± 0.118 %
35
+ 32 4.6357 ± 0.0372 0.03858 ± 0.00282 0.19033 ± 0.00182 13.924 ± 0.099 % 85.784 ± 0.116 %
36
+ 33 4.7021 ± 0.0373 0.03871 ± 0.00276 0.18869 ± 0.00177 13.838 ± 0.098 % 85.758 ± 0.115 %
37
+ 34 4.7637 ± 0.0373 0.03870 ± 0.00270 0.18733 ± 0.00173 13.736 ± 0.096 % 85.710 ± 0.113 %
38
+ 35 4.7987 ± 0.0370 0.03730 ± 0.00265 0.18539 ± 0.00169 13.641 ± 0.094 % 85.746 ± 0.111 %
39
+ 36 4.7845 ± 0.0364 0.04042 ± 0.00269 0.19560 ± 0.00175 14.098 ± 0.094 % 85.508 ± 0.111 %
40
+ 37 4.7238 ± 0.0354 0.04505 ± 0.00276 0.20635 ± 0.00185 14.647 ± 0.095 % 85.364 ± 0.110 %
41
+ 38 4.7274 ± 0.0351 0.04703 ± 0.00278 0.21404 ± 0.00187 14.954 ± 0.094 % 85.153 ± 0.109 %
42
+ 39 4.7371 ± 0.0349 0.04622 ± 0.00278 0.21809 ± 0.00186 15.070 ± 0.093 % 85.056 ± 0.108 %
43
+ 40 4.7143 ± 0.0342 0.04538 ± 0.00275 0.21818 ± 0.00184 15.082 ± 0.092 % 85.041 ± 0.106 %
44
+ 41 4.7303 ± 0.0339 0.04493 ± 0.00270 0.21555 ± 0.00180 14.961 ± 0.090 % 85.088 ± 0.105 %
45
+ 42 4.7273 ± 0.0334 0.04409 ± 0.00265 0.21345 ± 0.00176 14.876 ± 0.089 % 85.140 ± 0.103 %
46
+ 43 4.7240 ± 0.0330 0.04297 ± 0.00261 0.21194 ± 0.00173 14.804 ± 0.088 % 85.173 ± 0.102 %
47
+ 44 4.7240 ± 0.0327 0.04297 ± 0.00257 0.21142 ± 0.00170 14.759 ± 0.087 % 85.233 ± 0.101 %
48
+ 45 4.7311 ± 0.0324 0.04227 ± 0.00254 0.21003 ± 0.00168 14.677 ± 0.086 % 85.244 ± 0.100 %
49
+ 46 4.7559 ± 0.0323 0.04117 ± 0.00250 0.20892 ± 0.00165 14.621 ± 0.084 % 85.254 ± 0.099 %
50
+ 47 4.7600 ± 0.0320 0.04060 ± 0.00248 0.20971 ± 0.00163 14.621 ± 0.083 % 85.241 ± 0.098 %
51
+ 48 4.7421 ± 0.0316 0.04067 ± 0.00246 0.21083 ± 0.00162 14.668 ± 0.082 % 85.211 ± 0.097 %
52
+ 49 4.7727 ± 0.0315 0.04185 ± 0.00246 0.21476 ± 0.00164 14.786 ± 0.082 % 85.102 ± 0.096 %
53
+ 50 4.7099 ± 0.0307 0.04438 ± 0.00247 0.22012 ± 0.00166 15.115 ± 0.082 % 85.029 ± 0.095 %
54
+ 51 4.7303 ± 0.0306 0.04350 ± 0.00244 0.21817 ± 0.00163 15.034 ± 0.081 % 85.049 ± 0.094 %
55
+
56
+ ====== Perplexity statistics ======
57
+ Mean PPL(Q) : 4.730260 ± 0.030555
58
+ Mean PPL(base) : 4.528918 ± 0.029000
59
+ Cor(ln(PPL(Q)), ln(PPL(base))): 92.82%
60
+ Mean ln(PPL(Q)/PPL(base)) : 0.043497 ± 0.002438
61
+ Mean PPL(Q)/PPL(base) : 1.044457 ± 0.002546
62
+ Mean PPL(Q)-PPL(base) : 0.201342 ± 0.011388
63
+
64
+ ====== KL divergence statistics ======
65
+ Mean KLD: 0.218170 ± 0.001632
66
+ Maximum KLD: 32.933151
67
+ 99.9% KLD: 6.966123
68
+ 99.0% KLD: 3.056858
69
+ 95.0% KLD: 1.000538
70
+ 90.0% KLD: 0.487459
71
+ Median KLD: 0.043069
72
+ 10.0% KLD: 0.000053
73
+ 5.0% KLD: 0.000006
74
+ 1.0% KLD: 0.000000
75
+ 0.1% KLD: -0.000003
76
+ Minimum KLD: -0.000009
77
+
78
+ ====== Token probability statistics ======
79
+ Mean Δp: -1.304 ± 0.040 %
80
+ Maximum Δp: 99.996%
81
+ 99.9% Δp: 88.046%
82
+ 99.0% Δp: 45.492%
83
+ 95.0% Δp: 15.126%
84
+ 90.0% Δp: 7.355%
85
+ 75.0% Δp: 0.857%
86
+ Median Δp: -0.002%
87
+ 25.0% Δp: -1.946%
88
+ 10.0% Δp: -10.785%
89
+ 5.0% Δp: -21.940%
90
+ 1.0% Δp: -65.928%
91
+ 0.1% Δp: -96.591%
92
+ Minimum Δp: -99.990%
93
+ RMS Δp : 15.034 ± 0.081 %
94
+ Same top p: 85.049 ± 0.094 %
95
+
96
+ 0.13.307.296 I
97
+ 0.13.307.442 I system_info: n_threads = 192 (n_threads_batch = 192) / 384 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
98
+ 0.13.654.968 I kl_divergence: computing over 51 chunks, n_ctx=5632, batch_size=5632, n_seq=1
99
+ 0.20.343.201 I kl_divergence: 6.69 seconds per pass - ETA