Commit
•
28b125b
1
Parent(s):
c29d070
End of training
Browse files- .gitattributes +1 -0
- README.md +311 -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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*.zst 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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+
base_model: google/gemma-2-2b
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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| 9 |
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- name: collapse_gemma-2-2b_hs2_accumulate_iter13_sftsd2
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results: []
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+
---
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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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should probably proofread and complete it, then remove this comment. -->
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+
# collapse_gemma-2-2b_hs2_accumulate_iter13_sftsd2
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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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It achieves the following results on the evaluation set:
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- Loss: 1.1055
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- Num Input Tokens Seen: 67259368
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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| 32 |
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 8e-06
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- train_batch_size: 8
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- eval_batch_size: 16
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- seed: 2
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
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| 54 |
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|:-------------:|:------:|:----:|:---------------:|:-----------------:|
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| 55 |
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| No log | 0 | 0 | 1.3909 | 0 |
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| 56 |
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| 1.5671 | 0.0040 | 5 | 1.3893 | 272824 |
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| 57 |
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| 1.6849 | 0.0080 | 10 | 1.3735 | 539200 |
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| 58 |
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| 1.5548 | 0.0121 | 15 | 1.3410 | 813336 |
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| 59 |
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| 1.5425 | 0.0161 | 20 | 1.2875 | 1083664 |
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| 60 |
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| 1.4656 | 0.0201 | 25 | 1.2496 | 1352864 |
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| 61 |
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| 1.3104 | 0.0241 | 30 | 1.2188 | 1627144 |
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| 62 |
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| 1.2102 | 0.0281 | 35 | 1.1918 | 1903616 |
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| 63 |
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| 1.0365 | 0.0322 | 40 | 1.2027 | 2179440 |
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| 64 |
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| 0.9723 | 0.0362 | 45 | 1.2295 | 2452416 |
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| 65 |
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| 0.8749 | 0.0402 | 50 | 1.2301 | 2723624 |
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| 66 |
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| 0.7583 | 0.0442 | 55 | 1.2641 | 2995552 |
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| 67 |
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| 0.6034 | 0.0482 | 60 | 1.2442 | 3263112 |
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| 68 |
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| 0.6268 | 0.0523 | 65 | 1.2775 | 3532048 |
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| 69 |
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| 0.5245 | 0.0563 | 70 | 1.2555 | 3803712 |
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| 0.5529 | 0.0603 | 75 | 1.2545 | 4067952 |
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| 71 |
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| 0.451 | 0.0643 | 80 | 1.2311 | 4341488 |
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| 72 |
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| 0.3354 | 0.0683 | 85 | 1.2287 | 4606360 |
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| 73 |
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| 0.3631 | 0.0724 | 90 | 1.2392 | 4870680 |
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| 74 |
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| 0.3391 | 0.0764 | 95 | 1.2107 | 5141880 |
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| 75 |
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| 0.3349 | 0.0804 | 100 | 1.2144 | 5419064 |
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| 76 |
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| 0.3393 | 0.0844 | 105 | 1.2027 | 5684304 |
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| 77 |
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| 0.3478 | 0.0885 | 110 | 1.2009 | 5960032 |
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| 78 |
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| 0.3301 | 0.0925 | 115 | 1.2019 | 6233704 |
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| 79 |
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| 0.3595 | 0.0965 | 120 | 1.1983 | 6513328 |
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| 80 |
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| 0.2708 | 0.1005 | 125 | 1.1992 | 6787368 |
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| 81 |
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| 0.3066 | 0.1045 | 130 | 1.1890 | 7058856 |
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| 82 |
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| 0.3377 | 0.1086 | 135 | 1.1993 | 7326624 |
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| 83 |
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| 0.2734 | 0.1126 | 140 | 1.1889 | 7592432 |
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| 84 |
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| 0.2268 | 0.1166 | 145 | 1.1897 | 7861688 |
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| 85 |
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| 0.1791 | 0.1206 | 150 | 1.1898 | 8135448 |
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| 86 |
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| 0.2283 | 0.1246 | 155 | 1.1914 | 8402560 |
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| 87 |
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| 0.2149 | 0.1287 | 160 | 1.1828 | 8676568 |
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| 88 |
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| 0.2341 | 0.1327 | 165 | 1.1826 | 8955080 |
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| 89 |
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| 0.1841 | 0.1367 | 170 | 1.1806 | 9223800 |
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| 90 |
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| 0.2142 | 0.1407 | 175 | 1.1779 | 9498448 |
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| 91 |
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| 0.2336 | 0.1447 | 180 | 1.1816 | 9774656 |
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| 92 |
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| 0.2968 | 0.1488 | 185 | 1.1765 | 10048784 |
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| 93 |
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| 0.1364 | 0.1528 | 190 | 1.1827 | 10319264 |
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| 94 |
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| 0.2182 | 0.1568 | 195 | 1.1731 | 10587344 |
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| 95 |
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| 0.234 | 0.1608 | 200 | 1.1809 | 10855224 |
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| 96 |
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| 0.2346 | 0.1648 | 205 | 1.1748 | 11119840 |
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| 97 |
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| 0.2163 | 0.1689 | 210 | 1.1755 | 11385120 |
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| 98 |
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| 0.1277 | 0.1729 | 215 | 1.1708 | 11649928 |
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| 99 |
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| 0.2155 | 0.1769 | 220 | 1.1753 | 11919808 |
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| 0.2224 | 0.1809 | 225 | 1.1692 | 12187272 |
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| 101 |
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| 0.2839 | 0.1849 | 230 | 1.1682 | 12449784 |
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| 102 |
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| 0.2706 | 0.1890 | 235 | 1.1657 | 12713640 |
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| 103 |
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| 0.208 | 0.1930 | 240 | 1.1663 | 12981568 |
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| 104 |
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| 0.3348 | 0.1970 | 245 | 1.1668 | 13246088 |
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| 105 |
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| 0.2328 | 0.2010 | 250 | 1.1643 | 13527032 |
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| 106 |
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| 0.21 | 0.2050 | 255 | 1.1641 | 13794352 |
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| 107 |
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| 0.2265 | 0.2091 | 260 | 1.1654 | 14060808 |
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| 108 |
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| 0.2371 | 0.2131 | 265 | 1.1611 | 14326568 |
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| 109 |
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| 0.1337 | 0.2171 | 270 | 1.1660 | 14596256 |
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| 110 |
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| 0.1614 | 0.2211 | 275 | 1.1640 | 14863360 |
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| 111 |
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| 0.156 | 0.2251 | 280 | 1.1612 | 15131520 |
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| 0.2243 | 0.2292 | 285 | 1.1625 | 15396504 |
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| 113 |
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| 0.1061 | 0.2332 | 290 | 1.1599 | 15662048 |
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| 114 |
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| 0.2318 | 0.2372 | 295 | 1.1587 | 15924504 |
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| 0.2002 | 0.2412 | 300 | 1.1617 | 16188520 |
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| 116 |
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| 0.1501 | 0.2453 | 305 | 1.1567 | 16462088 |
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| 117 |
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| 0.164 | 0.2493 | 310 | 1.1586 | 16728552 |
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| 118 |
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| 0.1685 | 0.2533 | 315 | 1.1593 | 16997816 |
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| 119 |
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| 0.2137 | 0.2573 | 320 | 1.1597 | 17271304 |
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| 120 |
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| 0.2127 | 0.2613 | 325 | 1.1538 | 17545976 |
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| 121 |
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| 0.2043 | 0.2654 | 330 | 1.1637 | 17818488 |
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| 122 |
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| 0.2089 | 0.2694 | 335 | 1.1541 | 18087784 |
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| 123 |
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| 0.2464 | 0.2734 | 340 | 1.1537 | 18359592 |
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| 124 |
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| 0.2208 | 0.2774 | 345 | 1.1545 | 18632376 |
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| 125 |
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| 0.1978 | 0.2814 | 350 | 1.1534 | 18901080 |
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| 126 |
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| 0.1607 | 0.2855 | 355 | 1.1560 | 19166664 |
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| 127 |
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| 0.1316 | 0.2895 | 360 | 1.1539 | 19433808 |
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| 128 |
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| 0.1762 | 0.2935 | 365 | 1.1498 | 19707816 |
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| 129 |
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| 0.2698 | 0.2975 | 370 | 1.1493 | 19974784 |
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| 130 |
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| 0.1259 | 0.3015 | 375 | 1.1471 | 20245472 |
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| 131 |
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| 0.1371 | 0.3056 | 380 | 1.1475 | 20525528 |
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| 132 |
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| 0.2212 | 0.3096 | 385 | 1.1480 | 20802288 |
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| 133 |
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| 0.2278 | 0.3136 | 390 | 1.1473 | 21064528 |
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| 134 |
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| 0.1991 | 0.3176 | 395 | 1.1484 | 21333008 |
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| 135 |
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| 0.1766 | 0.3216 | 400 | 1.1453 | 21608208 |
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| 136 |
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| 0.129 | 0.3257 | 405 | 1.1489 | 21881824 |
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| 137 |
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| 0.1451 | 0.3297 | 410 | 1.1449 | 22153952 |
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| 138 |
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| 0.1526 | 0.3337 | 415 | 1.1432 | 22427152 |
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| 0.2111 | 0.3377 | 420 | 1.1434 | 22694304 |
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| 0.1552 | 0.3417 | 425 | 1.1449 | 22967072 |
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| 141 |
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| 0.2009 | 0.3458 | 430 | 1.1419 | 23234792 |
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| 142 |
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| 0.1275 | 0.3498 | 435 | 1.1435 | 23509544 |
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| 0.1635 | 0.3538 | 440 | 1.1424 | 23780264 |
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| 0.1961 | 0.3578 | 445 | 1.1379 | 24049528 |
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| 145 |
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| 0.1363 | 0.3618 | 450 | 1.1440 | 24327024 |
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| 146 |
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| 0.1557 | 0.3659 | 455 | 1.1421 | 24597640 |
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| 147 |
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| 0.1438 | 0.3699 | 460 | 1.1379 | 24860472 |
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| 0.2417 | 0.3739 | 465 | 1.1393 | 25133472 |
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| 0.1708 | 0.3779 | 470 | 1.1363 | 25405592 |
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| 150 |
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| 0.1151 | 0.3819 | 475 | 1.1423 | 25672128 |
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| 151 |
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| 0.1869 | 0.3860 | 480 | 1.1394 | 25937304 |
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| 152 |
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| 0.1781 | 0.3900 | 485 | 1.1371 | 26209136 |
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| 153 |
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| 0.1838 | 0.3940 | 490 | 1.1383 | 26481296 |
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| 154 |
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| 0.189 | 0.3980 | 495 | 1.1367 | 26752808 |
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| 155 |
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| 0.1679 | 0.4021 | 500 | 1.1336 | 27019792 |
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| 156 |
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| 0.0757 | 0.4061 | 505 | 1.1386 | 27288800 |
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| 157 |
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| 0.1733 | 0.4101 | 510 | 1.1366 | 27554256 |
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| 158 |
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| 0.1756 | 0.4141 | 515 | 1.1338 | 27831136 |
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| 0.1946 | 0.4181 | 520 | 1.1366 | 28100856 |
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| 160 |
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| 0.188 | 0.4222 | 525 | 1.1330 | 28369880 |
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| 0.1342 | 0.4262 | 530 | 1.1344 | 28644496 |
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| 162 |
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| 0.1069 | 0.4302 | 535 | 1.1356 | 28909128 |
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| 0.1664 | 0.4342 | 540 | 1.1350 | 29183120 |
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| 164 |
+
| 0.1259 | 0.4382 | 545 | 1.1349 | 29449168 |
|
| 165 |
+
| 0.1821 | 0.4423 | 550 | 1.1306 | 29719296 |
|
| 166 |
+
| 0.1504 | 0.4463 | 555 | 1.1333 | 29998376 |
|
| 167 |
+
| 0.1849 | 0.4503 | 560 | 1.1339 | 30265000 |
|
| 168 |
+
| 0.1199 | 0.4543 | 565 | 1.1305 | 30539552 |
|
| 169 |
+
| 0.1379 | 0.4583 | 570 | 1.1315 | 30808552 |
|
| 170 |
+
| 0.1908 | 0.4624 | 575 | 1.1320 | 31085144 |
|
| 171 |
+
| 0.1671 | 0.4664 | 580 | 1.1316 | 31350720 |
|
| 172 |
+
| 0.1946 | 0.4704 | 585 | 1.1303 | 31619488 |
|
| 173 |
+
| 0.1132 | 0.4744 | 590 | 1.1300 | 31890024 |
|
| 174 |
+
| 0.1649 | 0.4784 | 595 | 1.1296 | 32158616 |
|
| 175 |
+
| 0.1743 | 0.4825 | 600 | 1.1289 | 32424064 |
|
| 176 |
+
| 0.1583 | 0.4865 | 605 | 1.1268 | 32691920 |
|
| 177 |
+
| 0.2174 | 0.4905 | 610 | 1.1305 | 32960456 |
|
| 178 |
+
| 0.1992 | 0.4945 | 615 | 1.1311 | 33228408 |
|
| 179 |
+
| 0.1422 | 0.4985 | 620 | 1.1280 | 33498080 |
|
| 180 |
+
| 0.2044 | 0.5026 | 625 | 1.1322 | 33770464 |
|
| 181 |
+
| 0.1475 | 0.5066 | 630 | 1.1341 | 34036664 |
|
| 182 |
+
| 0.2034 | 0.5106 | 635 | 1.1277 | 34305904 |
|
| 183 |
+
| 0.191 | 0.5146 | 640 | 1.1277 | 34575208 |
|
| 184 |
+
| 0.1587 | 0.5186 | 645 | 1.1287 | 34850104 |
|
| 185 |
+
| 0.2476 | 0.5227 | 650 | 1.1249 | 35116504 |
|
| 186 |
+
| 0.2104 | 0.5267 | 655 | 1.1235 | 35393896 |
|
| 187 |
+
| 0.1535 | 0.5307 | 660 | 1.1271 | 35668016 |
|
| 188 |
+
| 0.1741 | 0.5347 | 665 | 1.1279 | 35943656 |
|
| 189 |
+
| 0.2061 | 0.5387 | 670 | 1.1240 | 36214360 |
|
| 190 |
+
| 0.1185 | 0.5428 | 675 | 1.1265 | 36481112 |
|
| 191 |
+
| 0.1764 | 0.5468 | 680 | 1.1249 | 36749112 |
|
| 192 |
+
| 0.1545 | 0.5508 | 685 | 1.1244 | 37024504 |
|
| 193 |
+
| 0.0851 | 0.5548 | 690 | 1.1291 | 37299576 |
|
| 194 |
+
| 0.1687 | 0.5589 | 695 | 1.1281 | 37569920 |
|
| 195 |
+
| 0.1989 | 0.5629 | 700 | 1.1243 | 37842896 |
|
| 196 |
+
| 0.1796 | 0.5669 | 705 | 1.1256 | 38116584 |
|
| 197 |
+
| 0.1833 | 0.5709 | 710 | 1.1240 | 38390296 |
|
| 198 |
+
| 0.1043 | 0.5749 | 715 | 1.1225 | 38659752 |
|
| 199 |
+
| 0.1557 | 0.5790 | 720 | 1.1230 | 38935632 |
|
| 200 |
+
| 0.15 | 0.5830 | 725 | 1.1246 | 39203824 |
|
| 201 |
+
| 0.1298 | 0.5870 | 730 | 1.1232 | 39473296 |
|
| 202 |
+
| 0.1411 | 0.5910 | 735 | 1.1229 | 39741784 |
|
| 203 |
+
| 0.147 | 0.5950 | 740 | 1.1204 | 40009360 |
|
| 204 |
+
| 0.2156 | 0.5991 | 745 | 1.1213 | 40282160 |
|
| 205 |
+
| 0.1898 | 0.6031 | 750 | 1.1213 | 40548488 |
|
| 206 |
+
| 0.1643 | 0.6071 | 755 | 1.1206 | 40817320 |
|
| 207 |
+
| 0.1633 | 0.6111 | 760 | 1.1194 | 41089992 |
|
| 208 |
+
| 0.2122 | 0.6151 | 765 | 1.1179 | 41361824 |
|
| 209 |
+
| 0.144 | 0.6192 | 770 | 1.1214 | 41629032 |
|
| 210 |
+
| 0.157 | 0.6232 | 775 | 1.1204 | 41903408 |
|
| 211 |
+
| 0.1663 | 0.6272 | 780 | 1.1181 | 42177056 |
|
| 212 |
+
| 0.1367 | 0.6312 | 785 | 1.1184 | 42442704 |
|
| 213 |
+
| 0.1402 | 0.6352 | 790 | 1.1200 | 42709072 |
|
| 214 |
+
| 0.1044 | 0.6393 | 795 | 1.1179 | 42983656 |
|
| 215 |
+
| 0.144 | 0.6433 | 800 | 1.1194 | 43254328 |
|
| 216 |
+
| 0.1364 | 0.6473 | 805 | 1.1194 | 43520408 |
|
| 217 |
+
| 0.1167 | 0.6513 | 810 | 1.1207 | 43798248 |
|
| 218 |
+
| 0.1429 | 0.6553 | 815 | 1.1164 | 44062968 |
|
| 219 |
+
| 0.2173 | 0.6594 | 820 | 1.1190 | 44331392 |
|
| 220 |
+
| 0.1875 | 0.6634 | 825 | 1.1198 | 44599096 |
|
| 221 |
+
| 0.2148 | 0.6674 | 830 | 1.1168 | 44875096 |
|
| 222 |
+
| 0.1699 | 0.6714 | 835 | 1.1172 | 45141816 |
|
| 223 |
+
| 0.1539 | 0.6754 | 840 | 1.1186 | 45410320 |
|
| 224 |
+
| 0.1526 | 0.6795 | 845 | 1.1158 | 45682664 |
|
| 225 |
+
| 0.1549 | 0.6835 | 850 | 1.1160 | 45949128 |
|
| 226 |
+
| 0.1646 | 0.6875 | 855 | 1.1175 | 46216296 |
|
| 227 |
+
| 0.1656 | 0.6915 | 860 | 1.1159 | 46485272 |
|
| 228 |
+
| 0.1019 | 0.6955 | 865 | 1.1151 | 46756512 |
|
| 229 |
+
| 0.1653 | 0.6996 | 870 | 1.1183 | 47019768 |
|
| 230 |
+
| 0.1772 | 0.7036 | 875 | 1.1163 | 47293512 |
|
| 231 |
+
| 0.1266 | 0.7076 | 880 | 1.1179 | 47567472 |
|
| 232 |
+
| 0.1419 | 0.7116 | 885 | 1.1160 | 47843136 |
|
| 233 |
+
| 0.1546 | 0.7156 | 890 | 1.1134 | 48110400 |
|
| 234 |
+
| 0.1465 | 0.7197 | 895 | 1.1148 | 48378768 |
|
| 235 |
+
| 0.1887 | 0.7237 | 900 | 1.1161 | 48647776 |
|
| 236 |
+
| 0.1071 | 0.7277 | 905 | 1.1143 | 48920112 |
|
| 237 |
+
| 0.1604 | 0.7317 | 910 | 1.1151 | 49190544 |
|
| 238 |
+
| 0.136 | 0.7358 | 915 | 1.1167 | 49459456 |
|
| 239 |
+
| 0.2092 | 0.7398 | 920 | 1.1136 | 49732632 |
|
| 240 |
+
| 0.1856 | 0.7438 | 925 | 1.1119 | 50006352 |
|
| 241 |
+
| 0.1166 | 0.7478 | 930 | 1.1140 | 50275992 |
|
| 242 |
+
| 0.2299 | 0.7518 | 935 | 1.1159 | 50547224 |
|
| 243 |
+
| 0.0837 | 0.7559 | 940 | 1.1146 | 50811760 |
|
| 244 |
+
| 0.1858 | 0.7599 | 945 | 1.1140 | 51084608 |
|
| 245 |
+
| 0.1008 | 0.7639 | 950 | 1.1140 | 51358360 |
|
| 246 |
+
| 0.1142 | 0.7679 | 955 | 1.1132 | 51634840 |
|
| 247 |
+
| 0.1369 | 0.7719 | 960 | 1.1133 | 51907800 |
|
| 248 |
+
| 0.1994 | 0.7760 | 965 | 1.1155 | 52177152 |
|
| 249 |
+
| 0.1486 | 0.7800 | 970 | 1.1120 | 52447296 |
|
| 250 |
+
| 0.1639 | 0.7840 | 975 | 1.1098 | 52707720 |
|
| 251 |
+
| 0.17 | 0.7880 | 980 | 1.1100 | 52975352 |
|
| 252 |
+
| 0.1352 | 0.7920 | 985 | 1.1121 | 53247312 |
|
| 253 |
+
| 0.2062 | 0.7961 | 990 | 1.1133 | 53511120 |
|
| 254 |
+
| 0.1653 | 0.8001 | 995 | 1.1122 | 53776256 |
|
| 255 |
+
| 0.1477 | 0.8041 | 1000 | 1.1100 | 54039120 |
|
| 256 |
+
| 0.1882 | 0.8081 | 1005 | 1.1101 | 54313664 |
|
| 257 |
+
| 0.204 | 0.8121 | 1010 | 1.1123 | 54585280 |
|
| 258 |
+
| 0.2283 | 0.8162 | 1015 | 1.1110 | 54858160 |
|
| 259 |
+
| 0.1394 | 0.8202 | 1020 | 1.1093 | 55133280 |
|
| 260 |
+
| 0.2045 | 0.8242 | 1025 | 1.1098 | 55405552 |
|
| 261 |
+
| 0.1561 | 0.8282 | 1030 | 1.1102 | 55676936 |
|
| 262 |
+
| 0.127 | 0.8322 | 1035 | 1.1096 | 55955232 |
|
| 263 |
+
| 0.1593 | 0.8363 | 1040 | 1.1093 | 56227728 |
|
| 264 |
+
| 0.1457 | 0.8403 | 1045 | 1.1085 | 56498840 |
|
| 265 |
+
| 0.1505 | 0.8443 | 1050 | 1.1090 | 56774088 |
|
| 266 |
+
| 0.0862 | 0.8483 | 1055 | 1.1083 | 57043608 |
|
| 267 |
+
| 0.1709 | 0.8523 | 1060 | 1.1089 | 57316712 |
|
| 268 |
+
| 0.1509 | 0.8564 | 1065 | 1.1101 | 57589400 |
|
| 269 |
+
| 0.0836 | 0.8604 | 1070 | 1.1123 | 57861224 |
|
| 270 |
+
| 0.0966 | 0.8644 | 1075 | 1.1111 | 58131600 |
|
| 271 |
+
| 0.1184 | 0.8684 | 1080 | 1.1087 | 58406088 |
|
| 272 |
+
| 0.1669 | 0.8724 | 1085 | 1.1105 | 58677056 |
|
| 273 |
+
| 0.1793 | 0.8765 | 1090 | 1.1105 | 58947920 |
|
| 274 |
+
| 0.1333 | 0.8805 | 1095 | 1.1075 | 59225112 |
|
| 275 |
+
| 0.1882 | 0.8845 | 1100 | 1.1071 | 59497416 |
|
| 276 |
+
| 0.1828 | 0.8885 | 1105 | 1.1118 | 59770208 |
|
| 277 |
+
| 0.1227 | 0.8926 | 1110 | 1.1080 | 60043840 |
|
| 278 |
+
| 0.1234 | 0.8966 | 1115 | 1.1054 | 60310768 |
|
| 279 |
+
| 0.1036 | 0.9006 | 1120 | 1.1096 | 60581280 |
|
| 280 |
+
| 0.1349 | 0.9046 | 1125 | 1.1095 | 60852688 |
|
| 281 |
+
| 0.1352 | 0.9086 | 1130 | 1.1063 | 61121240 |
|
| 282 |
+
| 0.1958 | 0.9127 | 1135 | 1.1101 | 61391848 |
|
| 283 |
+
| 0.1466 | 0.9167 | 1140 | 1.1118 | 61664592 |
|
| 284 |
+
| 0.1887 | 0.9207 | 1145 | 1.1101 | 61934816 |
|
| 285 |
+
| 0.1769 | 0.9247 | 1150 | 1.1103 | 62201872 |
|
| 286 |
+
| 0.2028 | 0.9287 | 1155 | 1.1101 | 62478232 |
|
| 287 |
+
| 0.1435 | 0.9328 | 1160 | 1.1093 | 62750744 |
|
| 288 |
+
| 0.1907 | 0.9368 | 1165 | 1.1085 | 63023736 |
|
| 289 |
+
| 0.1991 | 0.9408 | 1170 | 1.1089 | 63296368 |
|
| 290 |
+
| 0.0962 | 0.9448 | 1175 | 1.1070 | 63568840 |
|
| 291 |
+
| 0.095 | 0.9488 | 1180 | 1.1092 | 63836616 |
|
| 292 |
+
| 0.0938 | 0.9529 | 1185 | 1.1117 | 64100784 |
|
| 293 |
+
| 0.161 | 0.9569 | 1190 | 1.1090 | 64373400 |
|
| 294 |
+
| 0.1724 | 0.9609 | 1195 | 1.1078 | 64640352 |
|
| 295 |
+
| 0.1555 | 0.9649 | 1200 | 1.1077 | 64919536 |
|
| 296 |
+
| 0.1529 | 0.9689 | 1205 | 1.1102 | 65190544 |
|
| 297 |
+
| 0.1552 | 0.9730 | 1210 | 1.1076 | 65465016 |
|
| 298 |
+
| 0.1303 | 0.9770 | 1215 | 1.1060 | 65741824 |
|
| 299 |
+
| 0.1953 | 0.9810 | 1220 | 1.1070 | 66013568 |
|
| 300 |
+
| 0.1245 | 0.9850 | 1225 | 1.1057 | 66286920 |
|
| 301 |
+
| 0.1362 | 0.9890 | 1230 | 1.1054 | 66561008 |
|
| 302 |
+
| 0.217 | 0.9931 | 1235 | 1.1071 | 66831688 |
|
| 303 |
+
| 0.2241 | 0.9971 | 1240 | 1.1069 | 67100816 |
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
### Framework versions
|
| 307 |
+
|
| 308 |
+
- Transformers 4.44.0
|
| 309 |
+
- Pytorch 2.4.0+cu121
|
| 310 |
+
- Datasets 2.20.0
|
| 311 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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:c530d77c10f629990aba582e71bf77ad604f48dc9029606712e8b8e3b05af0a7
|
| 3 |
+
size 4988025760
|
model-00002-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04e434d34611349ddc29160ae56f6cbf9b363267833f198af4f50a82b186211d
|
| 3 |
+
size 240691728
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,295 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
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|
|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
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|
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|
|
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|
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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 |
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"normalized": false,
|
| 57 |
+
"rstrip": false,
|
| 58 |
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|
| 59 |
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"special": false
|
| 60 |
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},
|
| 61 |
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"7": {
|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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"special": false
|
| 68 |
+
},
|
| 69 |
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"8": {
|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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"special": false
|
| 76 |
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},
|
| 77 |
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"9": {
|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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"special": false
|
| 84 |
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|
| 85 |
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"10": {
|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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},
|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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},
|
| 165 |
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"20": {
|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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},
|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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},
|
| 189 |
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"23": {
|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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},
|
| 197 |
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"24": {
|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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},
|
| 205 |
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"25": {
|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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},
|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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},
|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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},
|
| 229 |
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"28": {
|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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},
|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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| 266 |
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|
| 267 |
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|
| 268 |
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|
| 270 |
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|
| 271 |
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| 272 |
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| 273 |
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| 275 |
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|
| 276 |
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|
| 278 |
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|
| 279 |
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| 280 |
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|
| 281 |
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| 283 |
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|
| 284 |
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| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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| 290 |
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| 291 |
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| 292 |
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| 293 |
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|
| 294 |
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| 295 |
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| 296 |
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|
| 297 |
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| 298 |
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| 299 |
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|
| 300 |
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| 303 |
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|
| 308 |
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|
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| 311 |
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| 315 |
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|
| 316 |
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|
| 318 |
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|
| 319 |
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| 320 |
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| 321 |
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| 322 |
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| 323 |
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|
| 324 |
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|
| 326 |
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|
| 327 |
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| 328 |
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| 332 |
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| 335 |
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| 336 |
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| 337 |
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| 339 |
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| 340 |
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|
| 342 |
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| 343 |
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| 344 |
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| 345 |
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| 346 |
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| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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| 352 |
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| 353 |
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| 354 |
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| 355 |
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| 356 |
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|
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| 358 |
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| 359 |
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|
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| 366 |
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| 371 |
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| 380 |
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| 382 |
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},
|
| 1973 |
+
"255997": {
|
| 1974 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1975 |
+
"lstrip": false,
|
| 1976 |
+
"normalized": false,
|
| 1977 |
+
"rstrip": false,
|
| 1978 |
+
"single_word": false,
|
| 1979 |
+
"special": false
|
| 1980 |
+
},
|
| 1981 |
+
"255998": {
|
| 1982 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1983 |
+
"lstrip": false,
|
| 1984 |
+
"normalized": false,
|
| 1985 |
+
"rstrip": false,
|
| 1986 |
+
"single_word": false,
|
| 1987 |
+
"special": false
|
| 1988 |
+
},
|
| 1989 |
+
"255999": {
|
| 1990 |
+
"content": "<unused99>",
|
| 1991 |
+
"lstrip": false,
|
| 1992 |
+
"normalized": false,
|
| 1993 |
+
"rstrip": false,
|
| 1994 |
+
"single_word": false,
|
| 1995 |
+
"special": false
|
| 1996 |
+
}
|
| 1997 |
+
},
|
| 1998 |
+
"additional_special_tokens": [
|
| 1999 |
+
"<start_of_turn>",
|
| 2000 |
+
"<end_of_turn>"
|
| 2001 |
+
],
|
| 2002 |
+
"bos_token": "<bos>",
|
| 2003 |
+
"clean_up_tokenization_spaces": false,
|
| 2004 |
+
"eos_token": "<eos>",
|
| 2005 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 2006 |
+
"pad_token": "<pad>",
|
| 2007 |
+
"sp_model_kwargs": {},
|
| 2008 |
+
"spaces_between_special_tokens": false,
|
| 2009 |
+
"tokenizer_class": "GemmaTokenizer",
|
| 2010 |
+
"unk_token": "<unk>",
|
| 2011 |
+
"use_default_system_prompt": false
|
| 2012 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:21f1eae9938f196cb3390666cbcf43623a925228e0ba940897141b4e10a82879
|
| 3 |
+
size 5624
|