Commit
•
584fea3
1
Parent(s):
d118e40
End of training
Browse files- .gitattributes +1 -0
- README.md +428 -0
- config.json +33 -0
- generation_config.json +8 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +295 -0
- special_tokens_map.json +34 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +2012 -0
- training_args.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
+
---
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| 2 |
+
license: gemma
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| 3 |
+
base_model: google/gemma-2-2b
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| 4 |
+
tags:
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| 5 |
+
- trl
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| 6 |
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- sft
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| 7 |
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- generated_from_trainer
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| 8 |
+
model-index:
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| 9 |
+
- name: collapse_gemma-2-2b_hs2_accumulate_iter19_sftsd2
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| 10 |
+
results: []
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| 11 |
+
---
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| 12 |
+
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| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 14 |
+
should probably proofread and complete it, then remove this comment. -->
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| 15 |
+
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| 16 |
+
# collapse_gemma-2-2b_hs2_accumulate_iter19_sftsd2
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| 17 |
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This model is a fine-tuned version of [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) on an unknown dataset.
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| 19 |
+
It achieves the following results on the evaluation set:
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| 20 |
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- Loss: 1.1080
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| 21 |
+
- Num Input Tokens Seen: 98464968
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| 22 |
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| 23 |
+
## Model description
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| 24 |
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+
More information needed
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| 26 |
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## Intended uses & limitations
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| 28 |
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| 29 |
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More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
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| 32 |
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| 33 |
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More information needed
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| 34 |
+
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| 35 |
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## Training procedure
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| 36 |
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| 37 |
+
### Training hyperparameters
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| 38 |
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 8e-06
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| 41 |
+
- train_batch_size: 8
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| 42 |
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- eval_batch_size: 16
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| 43 |
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- seed: 2
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| 44 |
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- gradient_accumulation_steps: 16
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| 45 |
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- total_train_batch_size: 128
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| 46 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 47 |
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- lr_scheduler_type: constant_with_warmup
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| 48 |
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- lr_scheduler_warmup_ratio: 0.05
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| 49 |
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- num_epochs: 1
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| 50 |
+
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| 51 |
+
### Training results
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| 52 |
+
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| 53 |
+
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
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| 54 |
+
|:-------------:|:------:|:----:|:---------------:|:-----------------:|
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| 55 |
+
| No log | 0 | 0 | 1.3909 | 0 |
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| 56 |
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| 1.566 | 0.0027 | 5 | 1.3903 | 269240 |
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| 57 |
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| 1.6034 | 0.0055 | 10 | 1.3837 | 534920 |
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| 58 |
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| 1.5271 | 0.0082 | 15 | 1.3636 | 803440 |
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| 59 |
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| 1.5903 | 0.0109 | 20 | 1.3339 | 1075112 |
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| 60 |
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| 1.4414 | 0.0137 | 25 | 1.2941 | 1347136 |
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| 61 |
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| 1.3672 | 0.0164 | 30 | 1.2546 | 1608088 |
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| 62 |
+
| 1.3486 | 0.0191 | 35 | 1.2329 | 1883384 |
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| 63 |
+
| 1.2328 | 0.0219 | 40 | 1.2053 | 2147208 |
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| 64 |
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| 1.0687 | 0.0246 | 45 | 1.2000 | 2413576 |
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| 65 |
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| 1.0229 | 0.0274 | 50 | 1.2220 | 2678528 |
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| 66 |
+
| 1.0549 | 0.0301 | 55 | 1.2386 | 2944424 |
|
| 67 |
+
| 0.8001 | 0.0328 | 60 | 1.2753 | 3212016 |
|
| 68 |
+
| 0.827 | 0.0356 | 65 | 1.2962 | 3480872 |
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| 69 |
+
| 0.6043 | 0.0383 | 70 | 1.2797 | 3745240 |
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| 70 |
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| 0.5734 | 0.0410 | 75 | 1.3074 | 4008872 |
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| 71 |
+
| 0.5398 | 0.0438 | 80 | 1.2996 | 4283816 |
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| 72 |
+
| 0.3939 | 0.0465 | 85 | 1.2942 | 4560864 |
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| 73 |
+
| 0.4721 | 0.0492 | 90 | 1.2616 | 4834608 |
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| 74 |
+
| 0.3256 | 0.0520 | 95 | 1.2648 | 5110216 |
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| 75 |
+
| 0.3049 | 0.0547 | 100 | 1.2537 | 5380104 |
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| 76 |
+
| 0.3462 | 0.0574 | 105 | 1.2385 | 5655128 |
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| 77 |
+
| 0.33 | 0.0602 | 110 | 1.2168 | 5924072 |
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| 78 |
+
| 0.2754 | 0.0629 | 115 | 1.2392 | 6191600 |
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| 79 |
+
| 0.2427 | 0.0657 | 120 | 1.2336 | 6461192 |
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| 80 |
+
| 0.2005 | 0.0684 | 125 | 1.2499 | 6729224 |
|
| 81 |
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| 0.2823 | 0.0711 | 130 | 1.2266 | 7001096 |
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| 82 |
+
| 0.2541 | 0.0739 | 135 | 1.2273 | 7267936 |
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| 83 |
+
| 0.2096 | 0.0766 | 140 | 1.2258 | 7534808 |
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| 84 |
+
| 0.3232 | 0.0793 | 145 | 1.2267 | 7807176 |
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| 85 |
+
| 0.1664 | 0.0821 | 150 | 1.2066 | 8075744 |
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| 86 |
+
| 0.1768 | 0.0848 | 155 | 1.2219 | 8346440 |
|
| 87 |
+
| 0.295 | 0.0875 | 160 | 1.2019 | 8614872 |
|
| 88 |
+
| 0.2027 | 0.0903 | 165 | 1.2076 | 8884480 |
|
| 89 |
+
| 0.1438 | 0.0930 | 170 | 1.2002 | 9150992 |
|
| 90 |
+
| 0.2161 | 0.0957 | 175 | 1.2000 | 9419696 |
|
| 91 |
+
| 0.152 | 0.0985 | 180 | 1.2019 | 9687968 |
|
| 92 |
+
| 0.1512 | 0.1012 | 185 | 1.2031 | 9960504 |
|
| 93 |
+
| 0.2432 | 0.1039 | 190 | 1.1993 | 10226056 |
|
| 94 |
+
| 0.1829 | 0.1067 | 195 | 1.2022 | 10496824 |
|
| 95 |
+
| 0.2622 | 0.1094 | 200 | 1.1973 | 10767928 |
|
| 96 |
+
| 0.1414 | 0.1122 | 205 | 1.2021 | 11032952 |
|
| 97 |
+
| 0.16 | 0.1149 | 210 | 1.1940 | 11305872 |
|
| 98 |
+
| 0.1348 | 0.1176 | 215 | 1.1937 | 11576432 |
|
| 99 |
+
| 0.1244 | 0.1204 | 220 | 1.1973 | 11851016 |
|
| 100 |
+
| 0.1393 | 0.1231 | 225 | 1.1868 | 12122248 |
|
| 101 |
+
| 0.1372 | 0.1258 | 230 | 1.1894 | 12391544 |
|
| 102 |
+
| 0.2017 | 0.1286 | 235 | 1.1933 | 12659424 |
|
| 103 |
+
| 0.2157 | 0.1313 | 240 | 1.1891 | 12935120 |
|
| 104 |
+
| 0.1222 | 0.1340 | 245 | 1.1908 | 13209320 |
|
| 105 |
+
| 0.1636 | 0.1368 | 250 | 1.1943 | 13487384 |
|
| 106 |
+
| 0.1724 | 0.1395 | 255 | 1.1907 | 13749784 |
|
| 107 |
+
| 0.1335 | 0.1422 | 260 | 1.1872 | 14021680 |
|
| 108 |
+
| 0.143 | 0.1450 | 265 | 1.1853 | 14289216 |
|
| 109 |
+
| 0.0801 | 0.1477 | 270 | 1.1805 | 14557664 |
|
| 110 |
+
| 0.1594 | 0.1504 | 275 | 1.1833 | 14821848 |
|
| 111 |
+
| 0.096 | 0.1532 | 280 | 1.1829 | 15088088 |
|
| 112 |
+
| 0.1399 | 0.1559 | 285 | 1.1820 | 15362192 |
|
| 113 |
+
| 0.1576 | 0.1587 | 290 | 1.1823 | 15635952 |
|
| 114 |
+
| 0.1494 | 0.1614 | 295 | 1.1823 | 15903016 |
|
| 115 |
+
| 0.0803 | 0.1641 | 300 | 1.1824 | 16170560 |
|
| 116 |
+
| 0.1924 | 0.1669 | 305 | 1.1808 | 16433512 |
|
| 117 |
+
| 0.153 | 0.1696 | 310 | 1.1789 | 16703256 |
|
| 118 |
+
| 0.1633 | 0.1723 | 315 | 1.1771 | 16969712 |
|
| 119 |
+
| 0.2378 | 0.1751 | 320 | 1.1752 | 17232240 |
|
| 120 |
+
| 0.1494 | 0.1778 | 325 | 1.1740 | 17497112 |
|
| 121 |
+
| 0.1492 | 0.1805 | 330 | 1.1671 | 17756264 |
|
| 122 |
+
| 0.1529 | 0.1833 | 335 | 1.1758 | 18025664 |
|
| 123 |
+
| 0.102 | 0.1860 | 340 | 1.1801 | 18289112 |
|
| 124 |
+
| 0.1487 | 0.1887 | 345 | 1.1672 | 18557120 |
|
| 125 |
+
| 0.1233 | 0.1915 | 350 | 1.1746 | 18822168 |
|
| 126 |
+
| 0.1628 | 0.1942 | 355 | 1.1735 | 19093248 |
|
| 127 |
+
| 0.2002 | 0.1970 | 360 | 1.1701 | 19364880 |
|
| 128 |
+
| 0.1004 | 0.1997 | 365 | 1.1704 | 19622184 |
|
| 129 |
+
| 0.1483 | 0.2024 | 370 | 1.1693 | 19896912 |
|
| 130 |
+
| 0.1489 | 0.2052 | 375 | 1.1689 | 20167288 |
|
| 131 |
+
| 0.1008 | 0.2079 | 380 | 1.1702 | 20430640 |
|
| 132 |
+
| 0.1688 | 0.2106 | 385 | 1.1733 | 20691032 |
|
| 133 |
+
| 0.1465 | 0.2134 | 390 | 1.1709 | 20966304 |
|
| 134 |
+
| 0.1459 | 0.2161 | 395 | 1.1658 | 21240608 |
|
| 135 |
+
| 0.0888 | 0.2188 | 400 | 1.1679 | 21510808 |
|
| 136 |
+
| 0.0849 | 0.2216 | 405 | 1.1704 | 21780056 |
|
| 137 |
+
| 0.1339 | 0.2243 | 410 | 1.1663 | 22048176 |
|
| 138 |
+
| 0.1438 | 0.2270 | 415 | 1.1653 | 22318760 |
|
| 139 |
+
| 0.1227 | 0.2298 | 420 | 1.1686 | 22588136 |
|
| 140 |
+
| 0.1704 | 0.2325 | 425 | 1.1675 | 22858288 |
|
| 141 |
+
| 0.1241 | 0.2352 | 430 | 1.1626 | 23127464 |
|
| 142 |
+
| 0.0752 | 0.2380 | 435 | 1.1648 | 23395536 |
|
| 143 |
+
| 0.102 | 0.2407 | 440 | 1.1658 | 23663200 |
|
| 144 |
+
| 0.1354 | 0.2435 | 445 | 1.1626 | 23931888 |
|
| 145 |
+
| 0.1178 | 0.2462 | 450 | 1.1594 | 24207088 |
|
| 146 |
+
| 0.1556 | 0.2489 | 455 | 1.1623 | 24477104 |
|
| 147 |
+
| 0.1249 | 0.2517 | 460 | 1.1635 | 24748184 |
|
| 148 |
+
| 0.135 | 0.2544 | 465 | 1.1580 | 25015840 |
|
| 149 |
+
| 0.0997 | 0.2571 | 470 | 1.1613 | 25274800 |
|
| 150 |
+
| 0.183 | 0.2599 | 475 | 1.1565 | 25538784 |
|
| 151 |
+
| 0.1524 | 0.2626 | 480 | 1.1608 | 25811528 |
|
| 152 |
+
| 0.1299 | 0.2653 | 485 | 1.1596 | 26081360 |
|
| 153 |
+
| 0.1025 | 0.2681 | 490 | 1.1542 | 26348112 |
|
| 154 |
+
| 0.1945 | 0.2708 | 495 | 1.1577 | 26607088 |
|
| 155 |
+
| 0.1138 | 0.2735 | 500 | 1.1553 | 26879376 |
|
| 156 |
+
| 0.1872 | 0.2763 | 505 | 1.1565 | 27151544 |
|
| 157 |
+
| 0.1329 | 0.2790 | 510 | 1.1523 | 27416848 |
|
| 158 |
+
| 0.1458 | 0.2817 | 515 | 1.1539 | 27684560 |
|
| 159 |
+
| 0.1452 | 0.2845 | 520 | 1.1551 | 27954048 |
|
| 160 |
+
| 0.1423 | 0.2872 | 525 | 1.1534 | 28220112 |
|
| 161 |
+
| 0.0822 | 0.2900 | 530 | 1.1515 | 28494712 |
|
| 162 |
+
| 0.1274 | 0.2927 | 535 | 1.1528 | 28761360 |
|
| 163 |
+
| 0.1398 | 0.2954 | 540 | 1.1513 | 29029520 |
|
| 164 |
+
| 0.1851 | 0.2982 | 545 | 1.1519 | 29301128 |
|
| 165 |
+
| 0.1634 | 0.3009 | 550 | 1.1573 | 29575880 |
|
| 166 |
+
| 0.0755 | 0.3036 | 555 | 1.1507 | 29842672 |
|
| 167 |
+
| 0.1418 | 0.3064 | 560 | 1.1509 | 30111712 |
|
| 168 |
+
| 0.1712 | 0.3091 | 565 | 1.1518 | 30379128 |
|
| 169 |
+
| 0.1914 | 0.3118 | 570 | 1.1454 | 30647232 |
|
| 170 |
+
| 0.1385 | 0.3146 | 575 | 1.1479 | 30905808 |
|
| 171 |
+
| 0.1112 | 0.3173 | 580 | 1.1553 | 31173776 |
|
| 172 |
+
| 0.114 | 0.3200 | 585 | 1.1492 | 31445496 |
|
| 173 |
+
| 0.1453 | 0.3228 | 590 | 1.1466 | 31710376 |
|
| 174 |
+
| 0.1367 | 0.3255 | 595 | 1.1467 | 31983840 |
|
| 175 |
+
| 0.1817 | 0.3283 | 600 | 1.1466 | 32260416 |
|
| 176 |
+
| 0.0955 | 0.3310 | 605 | 1.1466 | 32524816 |
|
| 177 |
+
| 0.1501 | 0.3337 | 610 | 1.1478 | 32796840 |
|
| 178 |
+
| 0.1512 | 0.3365 | 615 | 1.1445 | 33060472 |
|
| 179 |
+
| 0.1882 | 0.3392 | 620 | 1.1483 | 33327176 |
|
| 180 |
+
| 0.086 | 0.3419 | 625 | 1.1461 | 33596136 |
|
| 181 |
+
| 0.0982 | 0.3447 | 630 | 1.1438 | 33864384 |
|
| 182 |
+
| 0.1159 | 0.3474 | 635 | 1.1442 | 34132792 |
|
| 183 |
+
| 0.1253 | 0.3501 | 640 | 1.1473 | 34409424 |
|
| 184 |
+
| 0.1011 | 0.3529 | 645 | 1.1501 | 34679192 |
|
| 185 |
+
| 0.0758 | 0.3556 | 650 | 1.1444 | 34951400 |
|
| 186 |
+
| 0.1218 | 0.3583 | 655 | 1.1435 | 35227760 |
|
| 187 |
+
| 0.1123 | 0.3611 | 660 | 1.1459 | 35502112 |
|
| 188 |
+
| 0.1567 | 0.3638 | 665 | 1.1445 | 35771360 |
|
| 189 |
+
| 0.1027 | 0.3665 | 670 | 1.1425 | 36035184 |
|
| 190 |
+
| 0.1843 | 0.3693 | 675 | 1.1420 | 36301448 |
|
| 191 |
+
| 0.1262 | 0.3720 | 680 | 1.1451 | 36569816 |
|
| 192 |
+
| 0.2147 | 0.3748 | 685 | 1.1414 | 36840840 |
|
| 193 |
+
| 0.1026 | 0.3775 | 690 | 1.1389 | 37109896 |
|
| 194 |
+
| 0.148 | 0.3802 | 695 | 1.1421 | 37380912 |
|
| 195 |
+
| 0.1004 | 0.3830 | 700 | 1.1412 | 37651504 |
|
| 196 |
+
| 0.1456 | 0.3857 | 705 | 1.1399 | 37915944 |
|
| 197 |
+
| 0.1328 | 0.3884 | 710 | 1.1408 | 38187424 |
|
| 198 |
+
| 0.1516 | 0.3912 | 715 | 1.1409 | 38452472 |
|
| 199 |
+
| 0.1423 | 0.3939 | 720 | 1.1401 | 38725544 |
|
| 200 |
+
| 0.0693 | 0.3966 | 725 | 1.1411 | 39002936 |
|
| 201 |
+
| 0.145 | 0.3994 | 730 | 1.1369 | 39283776 |
|
| 202 |
+
| 0.0908 | 0.4021 | 735 | 1.1383 | 39556048 |
|
| 203 |
+
| 0.1767 | 0.4048 | 740 | 1.1386 | 39827376 |
|
| 204 |
+
| 0.0885 | 0.4076 | 745 | 1.1348 | 40095824 |
|
| 205 |
+
| 0.1309 | 0.4103 | 750 | 1.1362 | 40365560 |
|
| 206 |
+
| 0.1427 | 0.4130 | 755 | 1.1353 | 40639216 |
|
| 207 |
+
| 0.1133 | 0.4158 | 760 | 1.1353 | 40905800 |
|
| 208 |
+
| 0.0964 | 0.4185 | 765 | 1.1383 | 41184040 |
|
| 209 |
+
| 0.1247 | 0.4213 | 770 | 1.1381 | 41449464 |
|
| 210 |
+
| 0.1036 | 0.4240 | 775 | 1.1375 | 41718976 |
|
| 211 |
+
| 0.0943 | 0.4267 | 780 | 1.1362 | 41988192 |
|
| 212 |
+
| 0.1213 | 0.4295 | 785 | 1.1392 | 42252704 |
|
| 213 |
+
| 0.0691 | 0.4322 | 790 | 1.1395 | 42515528 |
|
| 214 |
+
| 0.0992 | 0.4349 | 795 | 1.1395 | 42778600 |
|
| 215 |
+
| 0.1536 | 0.4377 | 800 | 1.1385 | 43050368 |
|
| 216 |
+
| 0.1415 | 0.4404 | 805 | 1.1359 | 43317456 |
|
| 217 |
+
| 0.107 | 0.4431 | 810 | 1.1363 | 43579336 |
|
| 218 |
+
| 0.0727 | 0.4459 | 815 | 1.1364 | 43851016 |
|
| 219 |
+
| 0.1084 | 0.4486 | 820 | 1.1350 | 44119640 |
|
| 220 |
+
| 0.1327 | 0.4513 | 825 | 1.1331 | 44388024 |
|
| 221 |
+
| 0.1569 | 0.4541 | 830 | 1.1323 | 44658024 |
|
| 222 |
+
| 0.0889 | 0.4568 | 835 | 1.1370 | 44926688 |
|
| 223 |
+
| 0.1194 | 0.4596 | 840 | 1.1365 | 45197880 |
|
| 224 |
+
| 0.1314 | 0.4623 | 845 | 1.1336 | 45473008 |
|
| 225 |
+
| 0.0597 | 0.4650 | 850 | 1.1368 | 45745296 |
|
| 226 |
+
| 0.055 | 0.4678 | 855 | 1.1364 | 46015736 |
|
| 227 |
+
| 0.1205 | 0.4705 | 860 | 1.1365 | 46293592 |
|
| 228 |
+
| 0.1283 | 0.4732 | 865 | 1.1349 | 46568376 |
|
| 229 |
+
| 0.1195 | 0.4760 | 870 | 1.1309 | 46840344 |
|
| 230 |
+
| 0.1391 | 0.4787 | 875 | 1.1355 | 47110488 |
|
| 231 |
+
| 0.1324 | 0.4814 | 880 | 1.1324 | 47377704 |
|
| 232 |
+
| 0.1026 | 0.4842 | 885 | 1.1300 | 47635920 |
|
| 233 |
+
| 0.1301 | 0.4869 | 890 | 1.1327 | 47908560 |
|
| 234 |
+
| 0.124 | 0.4896 | 895 | 1.1341 | 48177136 |
|
| 235 |
+
| 0.1325 | 0.4924 | 900 | 1.1297 | 48446816 |
|
| 236 |
+
| 0.1446 | 0.4951 | 905 | 1.1292 | 48714528 |
|
| 237 |
+
| 0.1525 | 0.4978 | 910 | 1.1325 | 48984416 |
|
| 238 |
+
| 0.1612 | 0.5006 | 915 | 1.1309 | 49255328 |
|
| 239 |
+
| 0.1277 | 0.5033 | 920 | 1.1285 | 49522720 |
|
| 240 |
+
| 0.141 | 0.5061 | 925 | 1.1295 | 49794632 |
|
| 241 |
+
| 0.1233 | 0.5088 | 930 | 1.1309 | 50059784 |
|
| 242 |
+
| 0.0937 | 0.5115 | 935 | 1.1296 | 50334856 |
|
| 243 |
+
| 0.1243 | 0.5143 | 940 | 1.1282 | 50606240 |
|
| 244 |
+
| 0.1368 | 0.5170 | 945 | 1.1296 | 50873896 |
|
| 245 |
+
| 0.1006 | 0.5197 | 950 | 1.1287 | 51146576 |
|
| 246 |
+
| 0.0868 | 0.5225 | 955 | 1.1274 | 51419272 |
|
| 247 |
+
| 0.1008 | 0.5252 | 960 | 1.1267 | 51691160 |
|
| 248 |
+
| 0.1 | 0.5279 | 965 | 1.1308 | 51958064 |
|
| 249 |
+
| 0.0645 | 0.5307 | 970 | 1.1296 | 52226760 |
|
| 250 |
+
| 0.0955 | 0.5334 | 975 | 1.1296 | 52497824 |
|
| 251 |
+
| 0.13 | 0.5361 | 980 | 1.1304 | 52770296 |
|
| 252 |
+
| 0.1249 | 0.5389 | 985 | 1.1275 | 53040968 |
|
| 253 |
+
| 0.1615 | 0.5416 | 990 | 1.1263 | 53307232 |
|
| 254 |
+
| 0.0752 | 0.5443 | 995 | 1.1275 | 53579368 |
|
| 255 |
+
| 0.131 | 0.5471 | 1000 | 1.1288 | 53851264 |
|
| 256 |
+
| 0.0688 | 0.5498 | 1005 | 1.1296 | 54118360 |
|
| 257 |
+
| 0.1028 | 0.5526 | 1010 | 1.1283 | 54388792 |
|
| 258 |
+
| 0.1286 | 0.5553 | 1015 | 1.1263 | 54649048 |
|
| 259 |
+
| 0.1078 | 0.5580 | 1020 | 1.1243 | 54911104 |
|
| 260 |
+
| 0.1046 | 0.5608 | 1025 | 1.1260 | 55177560 |
|
| 261 |
+
| 0.1033 | 0.5635 | 1030 | 1.1274 | 55450744 |
|
| 262 |
+
| 0.1 | 0.5662 | 1035 | 1.1249 | 55720440 |
|
| 263 |
+
| 0.0748 | 0.5690 | 1040 | 1.1250 | 55995040 |
|
| 264 |
+
| 0.1346 | 0.5717 | 1045 | 1.1253 | 56272760 |
|
| 265 |
+
| 0.1358 | 0.5744 | 1050 | 1.1248 | 56548912 |
|
| 266 |
+
| 0.1207 | 0.5772 | 1055 | 1.1265 | 56816872 |
|
| 267 |
+
| 0.1846 | 0.5799 | 1060 | 1.1280 | 57079520 |
|
| 268 |
+
| 0.1064 | 0.5826 | 1065 | 1.1259 | 57346080 |
|
| 269 |
+
| 0.0912 | 0.5854 | 1070 | 1.1232 | 57613104 |
|
| 270 |
+
| 0.0811 | 0.5881 | 1075 | 1.1243 | 57877976 |
|
| 271 |
+
| 0.1331 | 0.5909 | 1080 | 1.1235 | 58157936 |
|
| 272 |
+
| 0.0908 | 0.5936 | 1085 | 1.1234 | 58427112 |
|
| 273 |
+
| 0.1493 | 0.5963 | 1090 | 1.1230 | 58696168 |
|
| 274 |
+
| 0.0947 | 0.5991 | 1095 | 1.1224 | 58964768 |
|
| 275 |
+
| 0.0883 | 0.6018 | 1100 | 1.1225 | 59233552 |
|
| 276 |
+
| 0.1224 | 0.6045 | 1105 | 1.1237 | 59508416 |
|
| 277 |
+
| 0.0844 | 0.6073 | 1110 | 1.1243 | 59780056 |
|
| 278 |
+
| 0.1231 | 0.6100 | 1115 | 1.1219 | 60053512 |
|
| 279 |
+
| 0.0704 | 0.6127 | 1120 | 1.1228 | 60323992 |
|
| 280 |
+
| 0.1217 | 0.6155 | 1125 | 1.1247 | 60591480 |
|
| 281 |
+
| 0.1333 | 0.6182 | 1130 | 1.1247 | 60860808 |
|
| 282 |
+
| 0.1773 | 0.6209 | 1135 | 1.1233 | 61129280 |
|
| 283 |
+
| 0.0739 | 0.6237 | 1140 | 1.1230 | 61396264 |
|
| 284 |
+
| 0.1076 | 0.6264 | 1145 | 1.1237 | 61676200 |
|
| 285 |
+
| 0.1018 | 0.6291 | 1150 | 1.1227 | 61939504 |
|
| 286 |
+
| 0.0889 | 0.6319 | 1155 | 1.1217 | 62206840 |
|
| 287 |
+
| 0.0848 | 0.6346 | 1160 | 1.1220 | 62479304 |
|
| 288 |
+
| 0.1288 | 0.6374 | 1165 | 1.1210 | 62744128 |
|
| 289 |
+
| 0.1336 | 0.6401 | 1170 | 1.1189 | 63009680 |
|
| 290 |
+
| 0.1311 | 0.6428 | 1175 | 1.1220 | 63283488 |
|
| 291 |
+
| 0.0721 | 0.6456 | 1180 | 1.1224 | 63551544 |
|
| 292 |
+
| 0.0833 | 0.6483 | 1185 | 1.1202 | 63828120 |
|
| 293 |
+
| 0.159 | 0.6510 | 1190 | 1.1216 | 64097744 |
|
| 294 |
+
| 0.1364 | 0.6538 | 1195 | 1.1222 | 64365456 |
|
| 295 |
+
| 0.122 | 0.6565 | 1200 | 1.1217 | 64639512 |
|
| 296 |
+
| 0.0556 | 0.6592 | 1205 | 1.1209 | 64917008 |
|
| 297 |
+
| 0.0958 | 0.6620 | 1210 | 1.1224 | 65186600 |
|
| 298 |
+
| 0.1396 | 0.6647 | 1215 | 1.1221 | 65457240 |
|
| 299 |
+
| 0.1406 | 0.6674 | 1220 | 1.1219 | 65724384 |
|
| 300 |
+
| 0.183 | 0.6702 | 1225 | 1.1201 | 65991472 |
|
| 301 |
+
| 0.1442 | 0.6729 | 1230 | 1.1202 | 66247368 |
|
| 302 |
+
| 0.1432 | 0.6756 | 1235 | 1.1193 | 66519352 |
|
| 303 |
+
| 0.1047 | 0.6784 | 1240 | 1.1177 | 66793464 |
|
| 304 |
+
| 0.1665 | 0.6811 | 1245 | 1.1211 | 67057776 |
|
| 305 |
+
| 0.1044 | 0.6839 | 1250 | 1.1204 | 67336200 |
|
| 306 |
+
| 0.1104 | 0.6866 | 1255 | 1.1177 | 67599384 |
|
| 307 |
+
| 0.1749 | 0.6893 | 1260 | 1.1179 | 67867712 |
|
| 308 |
+
| 0.0799 | 0.6921 | 1265 | 1.1200 | 68128816 |
|
| 309 |
+
| 0.0796 | 0.6948 | 1270 | 1.1188 | 68394968 |
|
| 310 |
+
| 0.1661 | 0.6975 | 1275 | 1.1176 | 68670640 |
|
| 311 |
+
| 0.0956 | 0.7003 | 1280 | 1.1166 | 68940800 |
|
| 312 |
+
| 0.1501 | 0.7030 | 1285 | 1.1181 | 69209672 |
|
| 313 |
+
| 0.1093 | 0.7057 | 1290 | 1.1189 | 69479976 |
|
| 314 |
+
| 0.0632 | 0.7085 | 1295 | 1.1171 | 69747392 |
|
| 315 |
+
| 0.1077 | 0.7112 | 1300 | 1.1172 | 70015144 |
|
| 316 |
+
| 0.0881 | 0.7139 | 1305 | 1.1179 | 70285856 |
|
| 317 |
+
| 0.0972 | 0.7167 | 1310 | 1.1200 | 70554584 |
|
| 318 |
+
| 0.107 | 0.7194 | 1315 | 1.1186 | 70823800 |
|
| 319 |
+
| 0.1226 | 0.7222 | 1320 | 1.1184 | 71086808 |
|
| 320 |
+
| 0.1196 | 0.7249 | 1325 | 1.1198 | 71361488 |
|
| 321 |
+
| 0.088 | 0.7276 | 1330 | 1.1188 | 71640264 |
|
| 322 |
+
| 0.102 | 0.7304 | 1335 | 1.1177 | 71912832 |
|
| 323 |
+
| 0.1277 | 0.7331 | 1340 | 1.1172 | 72182800 |
|
| 324 |
+
| 0.1844 | 0.7358 | 1345 | 1.1174 | 72448048 |
|
| 325 |
+
| 0.1159 | 0.7386 | 1350 | 1.1191 | 72715976 |
|
| 326 |
+
| 0.1276 | 0.7413 | 1355 | 1.1187 | 72990168 |
|
| 327 |
+
| 0.0715 | 0.7440 | 1360 | 1.1169 | 73255144 |
|
| 328 |
+
| 0.142 | 0.7468 | 1365 | 1.1169 | 73516344 |
|
| 329 |
+
| 0.158 | 0.7495 | 1370 | 1.1182 | 73794232 |
|
| 330 |
+
| 0.1622 | 0.7522 | 1375 | 1.1167 | 74065848 |
|
| 331 |
+
| 0.1652 | 0.7550 | 1380 | 1.1155 | 74333144 |
|
| 332 |
+
| 0.1542 | 0.7577 | 1385 | 1.1164 | 74599680 |
|
| 333 |
+
| 0.1395 | 0.7604 | 1390 | 1.1150 | 74868184 |
|
| 334 |
+
| 0.0988 | 0.7632 | 1395 | 1.1163 | 75131992 |
|
| 335 |
+
| 0.0901 | 0.7659 | 1400 | 1.1163 | 75396456 |
|
| 336 |
+
| 0.1068 | 0.7687 | 1405 | 1.1165 | 75659952 |
|
| 337 |
+
| 0.1644 | 0.7714 | 1410 | 1.1169 | 75936512 |
|
| 338 |
+
| 0.1194 | 0.7741 | 1415 | 1.1158 | 76201496 |
|
| 339 |
+
| 0.1356 | 0.7769 | 1420 | 1.1134 | 76478872 |
|
| 340 |
+
| 0.1126 | 0.7796 | 1425 | 1.1144 | 76746472 |
|
| 341 |
+
| 0.0919 | 0.7823 | 1430 | 1.1150 | 77017520 |
|
| 342 |
+
| 0.1469 | 0.7851 | 1435 | 1.1155 | 77284784 |
|
| 343 |
+
| 0.1433 | 0.7878 | 1440 | 1.1149 | 77551680 |
|
| 344 |
+
| 0.0743 | 0.7905 | 1445 | 1.1138 | 77821136 |
|
| 345 |
+
| 0.1669 | 0.7933 | 1450 | 1.1142 | 78093368 |
|
| 346 |
+
| 0.1076 | 0.7960 | 1455 | 1.1145 | 78362664 |
|
| 347 |
+
| 0.0973 | 0.7987 | 1460 | 1.1113 | 78635256 |
|
| 348 |
+
| 0.0809 | 0.8015 | 1465 | 1.1130 | 78904024 |
|
| 349 |
+
| 0.0797 | 0.8042 | 1470 | 1.1152 | 79176312 |
|
| 350 |
+
| 0.1293 | 0.8069 | 1475 | 1.1165 | 79444528 |
|
| 351 |
+
| 0.1529 | 0.8097 | 1480 | 1.1143 | 79718240 |
|
| 352 |
+
| 0.1049 | 0.8124 | 1485 | 1.1136 | 79991048 |
|
| 353 |
+
| 0.0838 | 0.8152 | 1490 | 1.1137 | 80259104 |
|
| 354 |
+
| 0.1662 | 0.8179 | 1495 | 1.1144 | 80530856 |
|
| 355 |
+
| 0.1528 | 0.8206 | 1500 | 1.1128 | 80796672 |
|
| 356 |
+
| 0.0886 | 0.8234 | 1505 | 1.1138 | 81055744 |
|
| 357 |
+
| 0.0816 | 0.8261 | 1510 | 1.1160 | 81325704 |
|
| 358 |
+
| 0.1051 | 0.8288 | 1515 | 1.1127 | 81598344 |
|
| 359 |
+
| 0.1674 | 0.8316 | 1520 | 1.1123 | 81866048 |
|
| 360 |
+
| 0.1408 | 0.8343 | 1525 | 1.1113 | 82139456 |
|
| 361 |
+
| 0.1149 | 0.8370 | 1530 | 1.1134 | 82424128 |
|
| 362 |
+
| 0.1034 | 0.8398 | 1535 | 1.1147 | 82693032 |
|
| 363 |
+
| 0.0741 | 0.8425 | 1540 | 1.1131 | 82962848 |
|
| 364 |
+
| 0.1875 | 0.8452 | 1545 | 1.1126 | 83233240 |
|
| 365 |
+
| 0.1677 | 0.8480 | 1550 | 1.1145 | 83504368 |
|
| 366 |
+
| 0.1579 | 0.8507 | 1555 | 1.1140 | 83775296 |
|
| 367 |
+
| 0.13 | 0.8535 | 1560 | 1.1137 | 84048072 |
|
| 368 |
+
| 0.0949 | 0.8562 | 1565 | 1.1117 | 84320136 |
|
| 369 |
+
| 0.1196 | 0.8589 | 1570 | 1.1126 | 84584048 |
|
| 370 |
+
| 0.126 | 0.8617 | 1575 | 1.1116 | 84856504 |
|
| 371 |
+
| 0.0681 | 0.8644 | 1580 | 1.1104 | 85127256 |
|
| 372 |
+
| 0.1589 | 0.8671 | 1585 | 1.1110 | 85391472 |
|
| 373 |
+
| 0.1435 | 0.8699 | 1590 | 1.1120 | 85670424 |
|
| 374 |
+
| 0.1237 | 0.8726 | 1595 | 1.1115 | 85933648 |
|
| 375 |
+
| 0.1618 | 0.8753 | 1600 | 1.1128 | 86205312 |
|
| 376 |
+
| 0.0772 | 0.8781 | 1605 | 1.1142 | 86474080 |
|
| 377 |
+
| 0.138 | 0.8808 | 1610 | 1.1137 | 86747368 |
|
| 378 |
+
| 0.1592 | 0.8835 | 1615 | 1.1122 | 87022320 |
|
| 379 |
+
| 0.1275 | 0.8863 | 1620 | 1.1115 | 87281000 |
|
| 380 |
+
| 0.0641 | 0.8890 | 1625 | 1.1114 | 87544016 |
|
| 381 |
+
| 0.1032 | 0.8917 | 1630 | 1.1112 | 87813640 |
|
| 382 |
+
| 0.1413 | 0.8945 | 1635 | 1.1123 | 88083872 |
|
| 383 |
+
| 0.1243 | 0.8972 | 1640 | 1.1095 | 88363088 |
|
| 384 |
+
| 0.1232 | 0.9000 | 1645 | 1.1105 | 88638376 |
|
| 385 |
+
| 0.1382 | 0.9027 | 1650 | 1.1098 | 88906088 |
|
| 386 |
+
| 0.1171 | 0.9054 | 1655 | 1.1087 | 89179912 |
|
| 387 |
+
| 0.1533 | 0.9082 | 1660 | 1.1117 | 89448520 |
|
| 388 |
+
| 0.1143 | 0.9109 | 1665 | 1.1124 | 89718944 |
|
| 389 |
+
| 0.1055 | 0.9136 | 1670 | 1.1099 | 89987376 |
|
| 390 |
+
| 0.111 | 0.9164 | 1675 | 1.1090 | 90265384 |
|
| 391 |
+
| 0.0757 | 0.9191 | 1680 | 1.1111 | 90531896 |
|
| 392 |
+
| 0.1295 | 0.9218 | 1685 | 1.1122 | 90801128 |
|
| 393 |
+
| 0.1262 | 0.9246 | 1690 | 1.1090 | 91080224 |
|
| 394 |
+
| 0.1637 | 0.9273 | 1695 | 1.1088 | 91346424 |
|
| 395 |
+
| 0.0961 | 0.9300 | 1700 | 1.1094 | 91620224 |
|
| 396 |
+
| 0.1968 | 0.9328 | 1705 | 1.1078 | 91891560 |
|
| 397 |
+
| 0.1257 | 0.9355 | 1710 | 1.1094 | 92164248 |
|
| 398 |
+
| 0.1734 | 0.9382 | 1715 | 1.1109 | 92435768 |
|
| 399 |
+
| 0.1424 | 0.9410 | 1720 | 1.1101 | 92704608 |
|
| 400 |
+
| 0.1874 | 0.9437 | 1725 | 1.1099 | 92983192 |
|
| 401 |
+
| 0.1318 | 0.9465 | 1730 | 1.1084 | 93243792 |
|
| 402 |
+
| 0.1153 | 0.9492 | 1735 | 1.1086 | 93517248 |
|
| 403 |
+
| 0.1283 | 0.9519 | 1740 | 1.1081 | 93791240 |
|
| 404 |
+
| 0.1191 | 0.9547 | 1745 | 1.1075 | 94059424 |
|
| 405 |
+
| 0.1424 | 0.9574 | 1750 | 1.1089 | 94326944 |
|
| 406 |
+
| 0.1458 | 0.9601 | 1755 | 1.1093 | 94594848 |
|
| 407 |
+
| 0.1361 | 0.9629 | 1760 | 1.1081 | 94861000 |
|
| 408 |
+
| 0.1238 | 0.9656 | 1765 | 1.1060 | 95141936 |
|
| 409 |
+
| 0.1341 | 0.9683 | 1770 | 1.1077 | 95409544 |
|
| 410 |
+
| 0.2192 | 0.9711 | 1775 | 1.1079 | 95681696 |
|
| 411 |
+
| 0.1611 | 0.9738 | 1780 | 1.1059 | 95946160 |
|
| 412 |
+
| 0.088 | 0.9765 | 1785 | 1.1061 | 96209080 |
|
| 413 |
+
| 0.1224 | 0.9793 | 1790 | 1.1095 | 96476168 |
|
| 414 |
+
| 0.109 | 0.9820 | 1795 | 1.1088 | 96749632 |
|
| 415 |
+
| 0.0898 | 0.9848 | 1800 | 1.1047 | 97023680 |
|
| 416 |
+
| 0.0734 | 0.9875 | 1805 | 1.1051 | 97298760 |
|
| 417 |
+
| 0.0984 | 0.9902 | 1810 | 1.1070 | 97563008 |
|
| 418 |
+
| 0.1193 | 0.9930 | 1815 | 1.1065 | 97826504 |
|
| 419 |
+
| 0.1278 | 0.9957 | 1820 | 1.1063 | 98091392 |
|
| 420 |
+
| 0.1163 | 0.9984 | 1825 | 1.1074 | 98363120 |
|
| 421 |
+
|
| 422 |
+
|
| 423 |
+
### Framework versions
|
| 424 |
+
|
| 425 |
+
- Transformers 4.44.0
|
| 426 |
+
- Pytorch 2.4.0+cu121
|
| 427 |
+
- Datasets 2.20.0
|
| 428 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,33 @@
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| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/gemma-2-2b",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"Gemma2ForCausalLM"
|
| 5 |
+
],
|
| 6 |
+
"attention_bias": false,
|
| 7 |
+
"attention_dropout": 0.0,
|
| 8 |
+
"attn_logit_softcapping": 50.0,
|
| 9 |
+
"bos_token_id": 2,
|
| 10 |
+
"cache_implementation": "hybrid",
|
| 11 |
+
"eos_token_id": 1,
|
| 12 |
+
"final_logit_softcapping": 30.0,
|
| 13 |
+
"head_dim": 256,
|
| 14 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 15 |
+
"hidden_activation": "gelu_pytorch_tanh",
|
| 16 |
+
"hidden_size": 2304,
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 9216,
|
| 19 |
+
"max_position_embeddings": 8192,
|
| 20 |
+
"model_type": "gemma2",
|
| 21 |
+
"num_attention_heads": 8,
|
| 22 |
+
"num_hidden_layers": 26,
|
| 23 |
+
"num_key_value_heads": 4,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"query_pre_attn_scalar": 256,
|
| 26 |
+
"rms_norm_eps": 1e-06,
|
| 27 |
+
"rope_theta": 10000.0,
|
| 28 |
+
"sliding_window": 4096,
|
| 29 |
+
"torch_dtype": "bfloat16",
|
| 30 |
+
"transformers_version": "4.44.0",
|
| 31 |
+
"use_cache": true,
|
| 32 |
+
"vocab_size": 256000
|
| 33 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
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|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 2,
|
| 4 |
+
"cache_implementation": "hybrid",
|
| 5 |
+
"eos_token_id": 1,
|
| 6 |
+
"pad_token_id": 0,
|
| 7 |
+
"transformers_version": "4.44.0"
|
| 8 |
+
}
|
model-00001-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7dffdb2608fedba67b8b973ca4436d5b3b66087c8355c7d9dda5665a99dca4f0
|
| 3 |
+
size 4988025760
|
model-00002-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:c535bbe7ee91092b212ea5c67a03b618ea6987fb605f8c7589a4327c1d1b531a
|
| 3 |
+
size 240691728
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,295 @@
|
|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"total_size": 5228683776
|
| 4 |
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},
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special_tokens_map.json
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{
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"additional_special_tokens": [
|
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| 14 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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tokenizer.json
ADDED
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@@ -0,0 +1,3 @@
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tokenizer.model
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tokenizer_config.json
ADDED
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|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"0": {
|
| 6 |
+
"content": "<pad>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"1": {
|
| 14 |
+
"content": "<eos>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"2": {
|
| 22 |
+
"content": "<bos>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"3": {
|
| 30 |
+
"content": "<unk>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"4": {
|
| 38 |
+
"content": "<mask>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false,
|
| 43 |
+
"special": false
|
| 44 |
+
},
|
| 45 |
+
"5": {
|
| 46 |
+
"content": "<2mass>",
|
| 47 |
+
"lstrip": false,
|
| 48 |
+
"normalized": false,
|
| 49 |
+
"rstrip": false,
|
| 50 |
+
"single_word": false,
|
| 51 |
+
"special": false
|
| 52 |
+
},
|
| 53 |
+
"6": {
|
| 54 |
+
"content": "[@BOS@]",
|
| 55 |
+
"lstrip": false,
|
| 56 |
+
"normalized": false,
|
| 57 |
+
"rstrip": false,
|
| 58 |
+
"single_word": false,
|
| 59 |
+
"special": false
|
| 60 |
+
},
|
| 61 |
+
"7": {
|
| 62 |
+
"content": "<unused0>",
|
| 63 |
+
"lstrip": false,
|
| 64 |
+
"normalized": false,
|
| 65 |
+
"rstrip": false,
|
| 66 |
+
"single_word": false,
|
| 67 |
+
"special": false
|
| 68 |
+
},
|
| 69 |
+
"8": {
|
| 70 |
+
"content": "<unused1>",
|
| 71 |
+
"lstrip": false,
|
| 72 |
+
"normalized": false,
|
| 73 |
+
"rstrip": false,
|
| 74 |
+
"single_word": false,
|
| 75 |
+
"special": false
|
| 76 |
+
},
|
| 77 |
+
"9": {
|
| 78 |
+
"content": "<unused2>",
|
| 79 |
+
"lstrip": false,
|
| 80 |
+
"normalized": false,
|
| 81 |
+
"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
+
"special": false
|
| 84 |
+
},
|
| 85 |
+
"10": {
|
| 86 |
+
"content": "<unused3>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
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|
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|
| 2011 |
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| 2012 |
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ec7bda0973db109d22fcadd5b119d4aacb919798f8ffb34758e0890ba55a08cc
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| 3 |
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size 5624
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