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2.77 minutes |
chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p |
1 1154.1153 ± 425.3022 -0.06854 ± 0.06264 0.15019 ± 0.01559 5.916 ± 0.747 % 81.569 ± 2.433 % |
2 878.1396 ± 221.9635 -0.00593 ± 0.04236 0.20837 ± 0.01620 8.138 ± 1.034 % 78.824 ± 1.811 % |
3 649.8112 ± 129.3774 0.00356 ± 0.03455 0.21415 ± 0.01501 7.783 ± 0.827 % 79.216 ± 1.468 % |
4 878.9562 ± 151.8056 -0.00145 ± 0.02902 0.20664 ± 0.01224 7.500 ± 0.755 % 78.922 ± 1.278 % |
5 897.4689 ± 134.8740 0.00865 ± 0.02686 0.22244 ± 0.01108 7.153 ± 0.644 % 77.490 ± 1.170 % |
6 923.9292 ± 126.3413 -0.11529 ± 0.02972 0.28074 ± 0.01159 7.887 ± 0.572 % 74.575 ± 1.114 % |
7 1112.4950 ± 140.7304 -0.09409 ± 0.02692 0.26415 ± 0.01015 7.594 ± 0.519 % 75.238 ± 1.022 % |
8 1164.0397 ± 136.3414 -0.06387 ± 0.02493 0.26229 ± 0.00930 7.585 ± 0.529 % 75.147 ± 0.957 % |
9 1342.6611 ± 149.0222 -0.06209 ± 0.02312 0.25002 ± 0.00844 7.292 ± 0.492 % 75.599 ± 0.897 % |
10 1421.4978 ± 149.1333 -0.05817 ± 0.02167 0.24445 ± 0.00779 7.048 ± 0.459 % 76.039 ± 0.845 % |
11 1410.2521 ± 140.6700 -0.06124 ± 0.02069 0.24243 ± 0.00730 6.957 ± 0.427 % 76.007 ± 0.806 % |
12 1419.6450 ± 135.7865 -0.00226 ± 0.02129 0.27933 ± 0.00762 7.450 ± 0.396 % 74.804 ± 0.785 % |
13 1424.4072 ± 130.1446 0.00838 ± 0.02046 0.27457 ± 0.00735 7.314 ± 0.376 % 74.872 ± 0.753 % |
14 1366.0512 ± 120.5516 0.01711 ± 0.01955 0.27047 ± 0.00699 7.385 ± 0.356 % 75.042 ± 0.724 % |
15 1345.7502 ± 114.5282 0.01703 ± 0.01869 0.26575 ± 0.00665 7.283 ± 0.344 % 75.216 ± 0.698 % |
16 1399.4604 ± 116.5441 0.01462 ± 0.01795 0.25818 ± 0.00631 7.237 ± 0.330 % 75.637 ± 0.672 % |
17 1259.4611 ± 102.1292 0.01163 ± 0.01729 0.25431 ± 0.00616 7.504 ± 0.349 % 76.194 ± 0.647 % |
18 1270.6322 ± 100.3298 0.00822 ± 0.01657 0.24933 ± 0.00588 7.382 ± 0.336 % 76.231 ± 0.628 % |
19 1126.6961 ± 86.4080 0.00920 ± 0.01597 0.24668 ± 0.00564 7.519 ± 0.323 % 76.120 ± 0.613 % |
20 1125.1220 ± 84.1897 0.01163 ± 0.01545 0.24373 ± 0.00541 7.418 ± 0.311 % 76.176 ± 0.597 % |
21 1055.8186 ± 77.3927 0.00313 ± 0.01493 0.24012 ± 0.00527 7.460 ± 0.305 % 76.321 ± 0.581 % |
22 1001.4834 ± 71.4100 0.00661 ± 0.01464 0.24175 ± 0.00516 7.587 ± 0.296 % 76.096 ± 0.569 % |
23 897.0959 ± 62.7388 0.00144 ± 0.01416 0.23837 ± 0.00500 7.580 ± 0.287 % 76.368 ± 0.555 % |
24 801.2650 ± 54.6670 0.00027 ± 0.01377 0.23881 ± 0.00490 7.627 ± 0.277 % 76.454 ± 0.542 % |
25 749.4022 ± 50.0677 0.00167 ± 0.01349 0.23984 ± 0.00481 7.690 ± 0.269 % 76.518 ± 0.531 % |
26 709.7857 ± 46.3624 0.00452 ± 0.01314 0.23784 ± 0.00468 7.658 ± 0.261 % 76.742 ± 0.519 % |
27 660.5259 ± 42.2691 0.00797 ± 0.01288 0.23685 ± 0.00456 7.687 ± 0.255 % 76.877 ± 0.508 % |
28 619.9893 ± 39.0055 0.00933 ± 0.01258 0.23416 ± 0.00443 7.722 ± 0.249 % 77.101 ± 0.497 % |
29 607.0500 ± 37.4485 0.01052 ± 0.01237 0.23353 ± 0.00435 7.794 ± 0.253 % 77.106 ± 0.489 % |
30 612.0325 ± 37.2386 0.00844 ± 0.01208 0.23113 ± 0.00426 7.791 ± 0.253 % 77.281 ± 0.479 % |
31 590.6893 ± 35.2780 0.00908 ± 0.01184 0.23119 ± 0.00416 7.802 ± 0.247 % 77.280 ± 0.471 % |
32 593.2058 ± 34.8195 0.00971 ± 0.01160 0.23039 ± 0.00409 7.790 ± 0.242 % 77.292 ± 0.464 % |
33 588.0571 ± 34.0372 0.01204 ± 0.01137 0.22837 ± 0.00401 7.769 ± 0.238 % 77.398 ± 0.456 % |
34 589.6562 ± 33.5413 0.01411 ± 0.01117 0.22763 ± 0.00396 7.716 ± 0.233 % 77.463 ± 0.449 % |
35 609.8679 ± 34.2578 0.01422 ± 0.01096 0.22673 ± 0.00389 7.673 ± 0.228 % 77.490 ± 0.442 % |
36 623.9074 ± 34.5052 0.01841 ± 0.01088 0.22776 ± 0.00384 7.613 ± 0.224 % 77.342 ± 0.437 % |
37 641.4079 ± 34.9494 0.01774 ± 0.01074 0.22967 ± 0.00386 7.684 ± 0.234 % 77.138 ± 0.432 % |
38 645.3787 ± 34.7372 0.02103 ± 0.01067 0.23044 ± 0.00382 7.712 ± 0.231 % 77.100 ± 0.427 % |
39 635.0539 ± 33.6628 0.01819 ± 0.01049 0.22933 ± 0.00374 7.731 ± 0.227 % 77.104 ± 0.421 % |
40 637.6056 ± 33.4011 0.02072 ± 0.01039 0.22969 ± 0.00368 7.762 ± 0.224 % 77.059 ± 0.416 % |
41 639.6120 ± 33.0850 0.01914 ± 0.01026 0.22912 ± 0.00364 7.719 ± 0.220 % 77.150 ± 0.411 % |
42 641.5390 ± 32.7193 0.01988 ± 0.01019 0.22851 ± 0.00357 7.701 ± 0.216 % 77.096 ± 0.406 % |
43 635.1637 ± 32.0233 0.01971 ± 0.01006 0.22853 ± 0.00351 7.756 ± 0.213 % 76.972 ± 0.402 % |
44 632.5067 ± 31.5213 0.01721 ± 0.00996 0.22876 ± 0.00348 7.750 ± 0.210 % 77.005 ± 0.397 % |
45 648.5020 ± 32.0014 0.01627 ± 0.00982 0.22818 ± 0.00343 7.699 ± 0.207 % 77.046 ± 0.393 % |
46 632.4998 ± 30.9209 0.01501 ± 0.00966 0.22691 ± 0.00338 7.679 ± 0.203 % 77.170 ± 0.388 % |
47 651.7726 ± 31.5373 0.01515 ± 0.00955 0.22648 ± 0.00335 7.681 ± 0.203 % 77.146 ± 0.384 % |
48 667.1649 ± 32.0812 0.01568 ± 0.00941 0.22535 ± 0.00330 7.644 ± 0.200 % 77.157 ± 0.379 % |
49 656.5499 ± 31.1627 0.01752 ± 0.00928 0.22543 ± 0.00334 7.631 ± 0.197 % 77.143 ± 0.376 % |
50 673.8905 ± 31.7093 0.01617 ± 0.00916 0.22407 ± 0.00329 7.572 ± 0.195 % 77.231 ± 0.371 % |
51 654.8259 ± 30.4768 0.01706 ± 0.00904 0.22560 ± 0.00326 7.572 ± 0.192 % 77.132 ± 0.368 % |
52 660.5301 ± 30.4273 0.01631 ± 0.00895 0.22501 ± 0.00321 7.547 ± 0.189 % 77.179 ± 0.364 % |
53 666.4696 ± 30.3884 0.01872 ± 0.00884 0.22472 ± 0.00324 7.504 ± 0.187 % 77.151 ± 0.361 % |
54 669.7114 ± 30.2061 0.01850 ± 0.00873 0.22430 ± 0.00321 7.458 ± 0.185 % 77.182 ± 0.358 % |
55 670.0261 ± 29.9536 0.01925 ± 0.00864 0.22375 ± 0.00316 7.451 ± 0.183 % 77.169 ± 0.354 % |
56 674.8538 ± 29.9276 0.01883 ± 0.00857 0.22373 ± 0.00314 7.466 ± 0.182 % 77.150 ± 0.351 % |
57 686.7226 ± 30.1983 0.01811 ± 0.00851 0.22431 ± 0.00312 7.446 ± 0.180 % 77.117 ± 0.348 % |
58 682.6427 ± 29.7089 0.02083 ± 0.00842 0.22510 ± 0.00312 7.448 ± 0.178 % 77.126 ± 0.345 % |
59 677.0442 ± 29.1789 0.02199 ± 0.00836 0.22688 ± 0.00312 7.446 ± 0.176 % 76.956 ± 0.343 % |
60 676.2142 ± 28.8804 0.02331 ± 0.00829 0.22767 ± 0.00309 7.433 ± 0.174 % 76.915 ± 0.341 % |
61 667.5136 ± 28.2424 0.02175 ± 0.00823 0.22941 ± 0.00308 7.458 ± 0.172 % 76.818 ± 0.338 % |
62 691.7518 ± 29.0925 0.02311 ± 0.00823 0.23082 ± 0.00307 7.434 ± 0.170 % 76.787 ± 0.336 % |
63 680.8469 ± 28.3551 0.02414 ± 0.00815 0.23058 ± 0.00304 7.419 ± 0.168 % 76.720 ± 0.333 % |
64 704.3342 ± 29.1587 0.02282 ± 0.00805 0.22929 ± 0.00299 7.378 ± 0.167 % 76.734 ± 0.331 % |
65 704.9813 ± 28.9442 0.02147 ± 0.00799 0.22883 ± 0.00296 7.392 ± 0.165 % 76.748 ± 0.328 % |
66 712.4211 ± 29.0433 0.01766 ± 0.00797 0.23132 ± 0.00297 7.390 ± 0.164 % 76.684 ± 0.326 % |
67 714.1778 ± 28.8820 0.01976 ± 0.00791 0.23111 ± 0.00294 7.377 ± 0.162 % 76.664 ± 0.324 % |
68 724.4476 ± 29.0790 0.02100 ± 0.00787 0.23187 ± 0.00292 7.377 ± 0.162 % 76.603 ± 0.322 % |
69 732.0134 ± 29.1655 0.02204 ± 0.00781 0.23083 ± 0.00288 7.346 ± 0.160 % 76.641 ± 0.319 % |
70 727.5059 ± 28.7890 0.02127 ± 0.00773 0.23069 ± 0.00286 7.343 ± 0.159 % 76.661 ± 0.317 % |
71 741.9377 ± 29.1778 0.02127 ± 0.00770 0.23354 ± 0.00289 7.319 ± 0.157 % 76.581 ± 0.315 % |
72 731.0000 ± 28.5059 0.02174 ± 0.00765 0.23441 ± 0.00289 7.338 ± 0.156 % 76.514 ± 0.313 % |
73 723.3431 ± 27.9724 0.02321 ± 0.00759 0.23447 ± 0.00286 7.336 ± 0.154 % 76.514 ± 0.311 % |
74 707.3613 ± 27.1268 0.02241 ± 0.00752 0.23373 ± 0.00283 7.356 ± 0.153 % 76.534 ± 0.309 % |
75 707.1709 ± 26.9726 0.02048 ± 0.00747 0.23339 ± 0.00280 7.351 ± 0.151 % 76.544 ± 0.306 % |
76 706.4944 ± 26.7568 0.01969 ± 0.00742 0.23335 ± 0.00278 7.371 ± 0.150 % 76.517 ± 0.305 % |
77 713.7096 ± 26.8511 0.02080 ± 0.00737 0.23410 ± 0.00276 7.352 ± 0.149 % 76.471 ± 0.303 % |
78 696.3985 ± 26.0258 0.02239 ± 0.00733 0.23447 ± 0.00275 7.411 ± 0.149 % 76.476 ± 0.301 % |
79 690.8201 ± 25.6188 0.02292 ± 0.00728 0.23471 ± 0.00273 7.443 ± 0.149 % 76.446 ± 0.299 % |
80 683.9667 ± 25.1770 0.02197 ± 0.00725 0.23475 ± 0.00272 7.458 ± 0.149 % 76.495 ± 0.297 % |
81 685.5738 ± 25.1049 0.02326 ± 0.00719 0.23404 ± 0.00269 7.476 ± 0.148 % 76.524 ± 0.295 % |
82 689.3036 ± 25.0698 0.02653 ± 0.00715 0.23470 ± 0.00268 7.482 ± 0.147 % 76.385 ± 0.294 % |
83 697.8277 ± 25.2338 0.02602 ± 0.00709 0.23366 ± 0.00265 7.460 ± 0.146 % 76.404 ± 0.292 % |
84 700.0753 ± 25.1513 0.02628 ± 0.00704 0.23321 ± 0.00263 7.485 ± 0.147 % 76.405 ± 0.290 % |
85 704.1966 ± 25.1372 0.02663 ± 0.00699 0.23254 ± 0.00261 7.464 ± 0.146 % 76.378 ± 0.289 % |
86 703.3590 ± 24.9344 0.02765 ± 0.00695 0.23293 ± 0.00260 7.477 ± 0.145 % 76.393 ± 0.287 % |
87 709.8615 ± 25.0467 0.02624 ± 0.00691 0.23320 ± 0.00261 7.474 ± 0.145 % 76.416 ± 0.285 % |
88 706.9540 ± 24.7965 0.02515 ± 0.00687 0.23338 ± 0.00259 7.464 ± 0.144 % 76.368 ± 0.284 % |
89 699.1637 ± 24.4023 0.02524 ± 0.00683 0.23313 ± 0.00257 7.465 ± 0.143 % 76.352 ± 0.282 % |
90 701.9340 ± 24.3817 0.02369 ± 0.00679 0.23251 ± 0.00255 7.441 ± 0.142 % 76.388 ± 0.280 % |
91 704.3628 ± 24.3451 0.02275 ± 0.00674 0.23167 ± 0.00253 7.420 ± 0.141 % 76.471 ± 0.278 % |
92 699.7639 ± 24.0473 0.02372 ± 0.00670 0.23146 ± 0.00252 7.431 ± 0.141 % 76.445 ± 0.277 % |
93 699.2823 ± 23.8630 0.02394 ± 0.00667 0.23155 ± 0.00251 7.424 ± 0.141 % 76.407 ± 0.276 % |
94 709.7249 ± 24.1028 0.02260 ± 0.00662 0.23067 ± 0.00249 7.395 ± 0.140 % 76.512 ± 0.274 % |
95 716.0883 ± 24.2061 0.02266 ± 0.00658 0.23019 ± 0.00247 7.379 ± 0.139 % 76.549 ± 0.272 % |
96 711.3233 ± 23.8954 0.01432 ± 0.00662 0.23417 ± 0.00249 7.493 ± 0.140 % 76.364 ± 0.272 % |
97 716.9253 ± 23.9697 0.01417 ± 0.00658 0.23443 ± 0.00247 7.479 ± 0.139 % 76.293 ± 0.270 % |
End of preview.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Recordings of kl divergence and perplexity benchmarks from quantizations of https://huggingface.co/google/gemma-4-26B-A4B-it-qat-q4_0-unquantized and its heretic variant. May include https://huggingface.co/google/gemma-4-26B-A4B-it in future.
All logits recorded from the unquantized BF16 GGUF of the QAT base model. Calculated from https://huggingface.co/datasets/ggml-org/ci/blob/main/wikitext-2-raw-v1.zip and its wiki.test.raw file.
If you have a use for the logits in your own benchmarks, I may be able to provide the binary. But for now I will not be including them in this repo.
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