| 6.55 minutes |
|
|
| chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p |
| 1 11.7511 ± 0.6293 1.70179 ± 0.04944 1.93837 ± 0.04193 55.363 ± 0.584 % 52.362 ± 0.942 % |
| 2 9.1128 ± 0.3359 1.13342 ± 0.03069 1.43094 ± 0.02510 46.033 ± 0.444 % 59.840 ± 0.653 % |
| 3 8.4550 ± 0.2466 0.97756 ± 0.02300 1.25587 ± 0.01840 41.890 ± 0.366 % 61.883 ± 0.529 % |
| 4 8.5003 ± 0.2143 0.86133 ± 0.01888 1.13441 ± 0.01471 38.551 ± 0.317 % 62.940 ± 0.455 % |
| 5 8.9768 ± 0.2019 0.82512 ± 0.01647 1.10509 ± 0.01248 37.023 ± 0.282 % 62.671 ± 0.408 % |
| 6 9.4631 ± 0.1960 0.81286 ± 0.01474 1.07357 ± 0.01086 35.616 ± 0.255 % 62.575 ± 0.372 % |
| 7 9.0303 ± 0.1738 0.80351 ± 0.01374 1.06337 ± 0.01023 35.875 ± 0.239 % 63.507 ± 0.343 % |
| 8 9.0272 ± 0.1621 0.77675 ± 0.01271 1.05488 ± 0.00935 35.266 ± 0.222 % 63.339 ± 0.321 % |
| 9 9.2399 ± 0.1575 0.76627 ± 0.01193 1.04735 ± 0.00869 34.683 ± 0.208 % 63.410 ± 0.303 % |
| 10 9.7282 ± 0.1595 0.76424 ± 0.01124 1.03287 ± 0.00807 33.980 ± 0.196 % 63.492 ± 0.287 % |
| 11 9.4336 ± 0.1468 0.75769 ± 0.01062 1.01890 ± 0.00762 33.544 ± 0.186 % 63.840 ± 0.273 % |
| 12 9.4237 ± 0.1402 0.75270 ± 0.01011 1.01411 ± 0.00722 33.117 ± 0.178 % 63.736 ± 0.262 % |
| 13 9.1278 ± 0.1298 0.73314 ± 0.00960 0.99080 ± 0.00684 32.711 ± 0.170 % 64.282 ± 0.250 % |
| 14 8.6804 ± 0.1172 0.71804 ± 0.00910 0.96654 ± 0.00646 32.519 ± 0.163 % 64.753 ± 0.241 % |
| 15 9.0186 ± 0.1187 0.71518 ± 0.00879 0.96797 ± 0.00621 32.277 ± 0.157 % 64.516 ± 0.233 % |
| 16 9.1081 ± 0.1164 0.74152 ± 0.00870 1.00040 ± 0.00625 33.272 ± 0.154 % 64.147 ± 0.226 % |
| 17 9.2751 ± 0.1150 0.73144 ± 0.00836 0.99222 ± 0.00596 32.828 ± 0.149 % 64.077 ± 0.219 % |
| 18 9.3700 ± 0.1130 0.72699 ± 0.00808 0.98518 ± 0.00575 32.555 ± 0.145 % 64.107 ± 0.213 % |
| 19 9.2442 ± 0.1082 0.71507 ± 0.00779 0.97078 ± 0.00552 32.209 ± 0.141 % 64.332 ± 0.207 % |
| 20 8.9885 ± 0.1019 0.70539 ± 0.00752 0.95659 ± 0.00532 31.998 ± 0.137 % 64.602 ± 0.202 % |
| 21 8.9061 ± 0.0985 0.69261 ± 0.00733 0.95215 ± 0.00519 31.873 ± 0.133 % 64.823 ± 0.196 % |
| 22 9.0548 ± 0.0981 0.69113 ± 0.00714 0.94834 ± 0.00502 31.585 ± 0.130 % 64.704 ± 0.192 % |
| 23 8.9379 ± 0.0944 0.68858 ± 0.00696 0.94501 ± 0.00489 31.529 ± 0.127 % 64.773 ± 0.188 % |
| 24 8.8396 ± 0.0910 0.68382 ± 0.00679 0.94038 ± 0.00476 31.484 ± 0.124 % 64.853 ± 0.184 % |
| 25 8.7313 ± 0.0879 0.69570 ± 0.00671 0.95359 ± 0.00475 32.153 ± 0.123 % 64.800 ± 0.180 % |
| 26 8.8417 ± 0.0875 0.69764 ± 0.00657 0.95182 ± 0.00463 32.031 ± 0.120 % 64.744 ± 0.177 % |
| 27 8.8399 ± 0.0856 0.68941 ± 0.00642 0.94522 ± 0.00451 31.858 ± 0.118 % 64.806 ± 0.173 % |
| 28 8.8687 ± 0.0844 0.69115 ± 0.00631 0.94417 ± 0.00443 31.883 ± 0.116 % 64.772 ± 0.170 % |
| 29 8.7386 ± 0.0815 0.68172 ± 0.00615 0.93275 ± 0.00432 31.661 ± 0.114 % 65.075 ± 0.167 % |
| 30 8.6966 ± 0.0797 0.67619 ± 0.00603 0.92757 ± 0.00423 31.557 ± 0.111 % 65.149 ± 0.164 % |
| 31 8.6585 ± 0.0778 0.67152 ± 0.00590 0.92107 ± 0.00413 31.385 ± 0.109 % 65.236 ± 0.161 % |
| 32 8.7597 ± 0.0777 0.67495 ± 0.00582 0.92498 ± 0.00406 31.376 ± 0.108 % 65.083 ± 0.159 % |
| 33 8.8884 ± 0.0778 0.67544 ± 0.00573 0.92563 ± 0.00398 31.263 ± 0.106 % 64.969 ± 0.157 % |
| 34 8.9764 ± 0.0775 0.67227 ± 0.00563 0.92123 ± 0.00390 31.066 ± 0.104 % 64.949 ± 0.154 % |
| 35 9.0400 ± 0.0770 0.67062 ± 0.00553 0.91987 ± 0.00382 30.943 ± 0.102 % 64.837 ± 0.152 % |
| 36 9.0799 ± 0.0762 0.68110 ± 0.00551 0.93562 ± 0.00383 31.398 ± 0.101 % 64.625 ± 0.150 % |
| 37 9.0745 ± 0.0751 0.69790 ± 0.00551 0.95507 ± 0.00387 32.172 ± 0.101 % 64.382 ± 0.148 % |
| 38 9.1062 ± 0.0745 0.70262 ± 0.00549 0.96525 ± 0.00387 32.449 ± 0.100 % 64.268 ± 0.147 % |
| 39 9.1071 ± 0.0737 0.69985 ± 0.00544 0.96850 ± 0.00383 32.497 ± 0.098 % 64.257 ± 0.145 % |
| 40 9.0708 ± 0.0724 0.69984 ± 0.00537 0.96942 ± 0.00379 32.512 ± 0.097 % 64.257 ± 0.143 % |
| 41 9.1120 ± 0.0718 0.70054 ± 0.00530 0.96837 ± 0.00372 32.405 ± 0.096 % 64.241 ± 0.141 % |
| 42 9.0788 ± 0.0707 0.69669 ± 0.00522 0.96337 ± 0.00367 32.306 ± 0.095 % 64.352 ± 0.139 % |
| 43 9.0264 ± 0.0694 0.69046 ± 0.00515 0.95757 ± 0.00361 32.188 ± 0.093 % 64.478 ± 0.138 % |
| 44 9.0294 ± 0.0688 0.69081 ± 0.00509 0.95750 ± 0.00357 32.198 ± 0.092 % 64.522 ± 0.136 % |
| 45 9.0305 ± 0.0680 0.68871 ± 0.00502 0.95643 ± 0.00352 32.124 ± 0.091 % 64.534 ± 0.134 % |
| 46 9.0745 ± 0.0678 0.68725 ± 0.00496 0.95539 ± 0.00348 32.052 ± 0.090 % 64.556 ± 0.133 % |
| 47 9.0794 ± 0.0671 0.68635 ± 0.00491 0.95613 ± 0.00344 32.077 ± 0.089 % 64.578 ± 0.131 % |
| 48 9.0411 ± 0.0661 0.68596 ± 0.00486 0.95639 ± 0.00340 32.120 ± 0.088 % 64.604 ± 0.130 % |
| 49 9.1021 ± 0.0659 0.68745 ± 0.00483 0.96008 ± 0.00338 32.164 ± 0.087 % 64.530 ± 0.129 % |
| 50 9.0740 ± 0.0650 0.70013 ± 0.00481 0.97126 ± 0.00339 32.668 ± 0.087 % 64.426 ± 0.128 % |
| 51 9.1127 ± 0.0647 0.69918 ± 0.00476 0.96855 ± 0.00335 32.555 ± 0.086 % 64.429 ± 0.126 % |
|
|
| ====== Perplexity statistics ====== |
| Mean PPL(Q) : 9.112669 ± 0.064692 |
| Mean PPL(base) : 4.528918 ± 0.029000 |
| Cor(ln(PPL(Q)), ln(PPL(base))): 75.64% |
| Mean ln(PPL(Q)/PPL(base)) : 0.699183 ± 0.004758 |
| Mean PPL(Q)/PPL(base) : 2.012107 ± 0.009573 |
| Mean PPL(Q)-PPL(base) : 4.583751 ± 0.046777 |
|
|
| ====== KL divergence statistics ====== |
| Mean KLD: 0.968548 ± 0.003347 |
| Maximum KLD: 18.996134 |
| 99.9% KLD: 9.736078 |
| 99.0% KLD: 6.092663 |
| 95.0% KLD: 3.475748 |
| 90.0% KLD: 2.410840 |
| Median KLD: 0.560741 |
| 10.0% KLD: 0.009894 |
| 5.0% KLD: 0.002179 |
| 1.0% KLD: 0.000183 |
| 0.1% KLD: 0.000011 |
| Minimum KLD: -0.000002 |
|
|
| ====== Token probability statistics ====== |
| Mean Δp: -16.242 ± 0.074 % |
| Maximum Δp: 99.676% |
| 99.9% Δp: 71.781% |
| 99.0% Δp: 39.329% |
| 95.0% Δp: 13.841% |
| 90.0% Δp: 4.081% |
| 75.0% Δp: -0.085% |
| Median Δp: -4.964% |
| 25.0% Δp: -27.117% |
| 10.0% Δp: -60.735% |
| 5.0% Δp: -80.834% |
| 1.0% Δp: -97.716% |
| 0.1% Δp: -99.853% |
| Minimum Δp: -99.999% |
| RMS Δp : 32.555 ± 0.086 % |
| Same top p: 64.429 ± 0.126 % |
|
|
| 0.13.114.341 I |
| 0.13.114.486 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 | |
| 0.13.468.515 I kl_divergence: computing over 51 chunks, n_ctx=5632, batch_size=5632, n_seq=1 |
| 0.21.180.423 I kl_divergence: 7.71 seconds per pass - ETA |
