End of training
Browse files- .gitattributes +1 -0
- README.md +298 -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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*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 |
+
---
|
| 2 |
+
license: gemma
|
| 3 |
+
base_model: google/gemma-2-2b
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| 4 |
+
tags:
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| 5 |
+
- trl
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| 6 |
+
- sft
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| 7 |
+
- generated_from_trainer
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| 8 |
+
model-index:
|
| 9 |
+
- name: collapse_gemma-2-2b_hs2_accumulate_iter8_sftsd2
|
| 10 |
+
results: []
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 15 |
+
|
| 16 |
+
# collapse_gemma-2-2b_hs2_accumulate_iter8_sftsd2
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| 17 |
+
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| 18 |
+
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 |
+
- Loss: 1.1047
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| 21 |
+
- Num Input Tokens Seen: 63448944
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| 22 |
+
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| 23 |
+
## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
+
## Intended uses & limitations
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| 28 |
+
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| 29 |
+
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 |
+
More information needed
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| 34 |
+
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| 35 |
+
## Training procedure
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| 36 |
+
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| 37 |
+
### Training hyperparameters
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| 38 |
+
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| 39 |
+
The following hyperparameters were used during training:
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| 40 |
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- 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 | 1.3956 | 0 |
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| 56 |
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| 1.6616 | 0.0043 | 5 | 1.3941 | 269008 |
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| 57 |
+
| 1.5787 | 0.0085 | 10 | 1.3763 | 538784 |
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| 58 |
+
| 1.6061 | 0.0128 | 15 | 1.3402 | 805456 |
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| 59 |
+
| 1.542 | 0.0170 | 20 | 1.2816 | 1075056 |
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| 60 |
+
| 1.5257 | 0.0213 | 25 | 1.2400 | 1336536 |
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| 61 |
+
| 1.4703 | 0.0255 | 30 | 1.1987 | 1607712 |
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| 62 |
+
| 1.2258 | 0.0298 | 35 | 1.1785 | 1874888 |
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| 63 |
+
| 1.1104 | 0.0340 | 40 | 1.1862 | 2141664 |
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| 64 |
+
| 1.1191 | 0.0383 | 45 | 1.1893 | 2412176 |
|
| 65 |
+
| 0.9131 | 0.0425 | 50 | 1.2149 | 2679368 |
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| 66 |
+
| 0.8898 | 0.0468 | 55 | 1.2700 | 2942232 |
|
| 67 |
+
| 0.7874 | 0.0510 | 60 | 1.2706 | 3205952 |
|
| 68 |
+
| 0.5907 | 0.0553 | 65 | 1.2847 | 3468440 |
|
| 69 |
+
| 0.4503 | 0.0595 | 70 | 1.2806 | 3740128 |
|
| 70 |
+
| 0.5092 | 0.0638 | 75 | 1.2788 | 4009264 |
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| 71 |
+
| 0.4167 | 0.0680 | 80 | 1.2665 | 4274760 |
|
| 72 |
+
| 0.417 | 0.0723 | 85 | 1.2501 | 4546256 |
|
| 73 |
+
| 0.3088 | 0.0765 | 90 | 1.2446 | 4808944 |
|
| 74 |
+
| 0.4041 | 0.0808 | 95 | 1.2336 | 5076456 |
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| 75 |
+
| 0.2974 | 0.0850 | 100 | 1.2323 | 5347376 |
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| 76 |
+
| 0.2938 | 0.0893 | 105 | 1.2199 | 5621736 |
|
| 77 |
+
| 0.287 | 0.0935 | 110 | 1.2339 | 5898632 |
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| 78 |
+
| 0.2297 | 0.0978 | 115 | 1.2183 | 6172408 |
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| 79 |
+
| 0.2524 | 0.1020 | 120 | 1.2174 | 6443328 |
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| 80 |
+
| 0.3736 | 0.1063 | 125 | 1.2051 | 6712584 |
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| 81 |
+
| 0.3085 | 0.1106 | 130 | 1.2169 | 6985816 |
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| 82 |
+
| 0.2702 | 0.1148 | 135 | 1.2060 | 7253504 |
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| 83 |
+
| 0.2927 | 0.1191 | 140 | 1.2086 | 7527360 |
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| 84 |
+
| 0.2535 | 0.1233 | 145 | 1.2002 | 7795952 |
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| 85 |
+
| 0.257 | 0.1276 | 150 | 1.1968 | 8063272 |
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| 86 |
+
| 0.1809 | 0.1318 | 155 | 1.2008 | 8341072 |
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| 87 |
+
| 0.2557 | 0.1361 | 160 | 1.1920 | 8613272 |
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| 88 |
+
| 0.164 | 0.1403 | 165 | 1.1975 | 8886320 |
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| 89 |
+
| 0.2581 | 0.1446 | 170 | 1.1859 | 9158168 |
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| 90 |
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| 0.2019 | 0.1488 | 175 | 1.1917 | 9427592 |
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| 91 |
+
| 0.235 | 0.1531 | 180 | 1.1826 | 9707168 |
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| 92 |
+
| 0.2164 | 0.1573 | 185 | 1.1872 | 9978504 |
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| 93 |
+
| 0.2057 | 0.1616 | 190 | 1.1885 | 10253736 |
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| 94 |
+
| 0.1802 | 0.1658 | 195 | 1.1793 | 10524208 |
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| 95 |
+
| 0.1872 | 0.1701 | 200 | 1.1845 | 10790288 |
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| 96 |
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| 0.2015 | 0.1743 | 205 | 1.1854 | 11053584 |
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| 97 |
+
| 0.2384 | 0.1786 | 210 | 1.1791 | 11331848 |
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| 98 |
+
| 0.2103 | 0.1828 | 215 | 1.1801 | 11605448 |
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| 99 |
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| 0.2122 | 0.1871 | 220 | 1.1813 | 11879880 |
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| 100 |
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| 0.1953 | 0.1913 | 225 | 1.1806 | 12151528 |
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| 101 |
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| 0.1833 | 0.1956 | 230 | 1.1797 | 12428920 |
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| 102 |
+
| 0.1686 | 0.1998 | 235 | 1.1767 | 12699192 |
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| 103 |
+
| 0.1687 | 0.2041 | 240 | 1.1778 | 12970688 |
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| 104 |
+
| 0.2107 | 0.2083 | 245 | 1.1769 | 13234504 |
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| 105 |
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| 0.2416 | 0.2126 | 250 | 1.1706 | 13505840 |
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| 106 |
+
| 0.2221 | 0.2168 | 255 | 1.1668 | 13773632 |
|
| 107 |
+
| 0.1691 | 0.2211 | 260 | 1.1705 | 14051072 |
|
| 108 |
+
| 0.1346 | 0.2254 | 265 | 1.1608 | 14321792 |
|
| 109 |
+
| 0.177 | 0.2296 | 270 | 1.1656 | 14600320 |
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| 110 |
+
| 0.2298 | 0.2339 | 275 | 1.1672 | 14873872 |
|
| 111 |
+
| 0.1853 | 0.2381 | 280 | 1.1621 | 15147328 |
|
| 112 |
+
| 0.2145 | 0.2424 | 285 | 1.1626 | 15417416 |
|
| 113 |
+
| 0.1656 | 0.2466 | 290 | 1.1592 | 15689168 |
|
| 114 |
+
| 0.2127 | 0.2509 | 295 | 1.1598 | 15955088 |
|
| 115 |
+
| 0.1722 | 0.2551 | 300 | 1.1605 | 16222264 |
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| 116 |
+
| 0.2392 | 0.2594 | 305 | 1.1578 | 16489368 |
|
| 117 |
+
| 0.1921 | 0.2636 | 310 | 1.1597 | 16761168 |
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| 118 |
+
| 0.1397 | 0.2679 | 315 | 1.1550 | 17029576 |
|
| 119 |
+
| 0.138 | 0.2721 | 320 | 1.1551 | 17302520 |
|
| 120 |
+
| 0.1682 | 0.2764 | 325 | 1.1585 | 17577312 |
|
| 121 |
+
| 0.1804 | 0.2806 | 330 | 1.1512 | 17847720 |
|
| 122 |
+
| 0.1808 | 0.2849 | 335 | 1.1523 | 18112320 |
|
| 123 |
+
| 0.1563 | 0.2891 | 340 | 1.1576 | 18379416 |
|
| 124 |
+
| 0.1718 | 0.2934 | 345 | 1.1521 | 18642848 |
|
| 125 |
+
| 0.1676 | 0.2976 | 350 | 1.1514 | 18914928 |
|
| 126 |
+
| 0.1584 | 0.3019 | 355 | 1.1501 | 19181856 |
|
| 127 |
+
| 0.1449 | 0.3061 | 360 | 1.1490 | 19448128 |
|
| 128 |
+
| 0.247 | 0.3104 | 365 | 1.1506 | 19721928 |
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| 129 |
+
| 0.1676 | 0.3146 | 370 | 1.1534 | 19995120 |
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| 130 |
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| 0.1427 | 0.3189 | 375 | 1.1491 | 20263544 |
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| 131 |
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| 0.1552 | 0.3231 | 380 | 1.1476 | 20525712 |
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| 132 |
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| 0.1641 | 0.3274 | 385 | 1.1466 | 20793992 |
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| 133 |
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| 0.1818 | 0.3317 | 390 | 1.1474 | 21062552 |
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| 134 |
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| 0.1938 | 0.3359 | 395 | 1.1467 | 21327608 |
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| 135 |
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| 0.1872 | 0.3402 | 400 | 1.1450 | 21602552 |
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| 136 |
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| 0.238 | 0.3444 | 405 | 1.1490 | 21874224 |
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| 137 |
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| 0.1042 | 0.3487 | 410 | 1.1430 | 22143792 |
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| 138 |
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| 0.1036 | 0.3529 | 415 | 1.1442 | 22424408 |
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| 139 |
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| 0.1606 | 0.3572 | 420 | 1.1444 | 22693520 |
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| 140 |
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| 0.188 | 0.3614 | 425 | 1.1438 | 22962496 |
|
| 141 |
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| 0.1836 | 0.3657 | 430 | 1.1462 | 23234648 |
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| 142 |
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| 0.1706 | 0.3699 | 435 | 1.1426 | 23506408 |
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| 143 |
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| 0.1614 | 0.3742 | 440 | 1.1425 | 23777032 |
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| 144 |
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| 0.1609 | 0.3784 | 445 | 1.1433 | 24050192 |
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| 145 |
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| 0.116 | 0.3827 | 450 | 1.1430 | 24316000 |
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| 146 |
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| 0.1864 | 0.3869 | 455 | 1.1425 | 24589336 |
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| 147 |
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| 0.198 | 0.3912 | 460 | 1.1378 | 24861112 |
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| 148 |
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| 0.1611 | 0.3954 | 465 | 1.1397 | 25136072 |
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| 149 |
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| 0.1429 | 0.3997 | 470 | 1.1399 | 25403784 |
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| 150 |
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| 0.1901 | 0.4039 | 475 | 1.1363 | 25670752 |
|
| 151 |
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| 0.2213 | 0.4082 | 480 | 1.1353 | 25945016 |
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| 152 |
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| 0.1166 | 0.4124 | 485 | 1.1395 | 26220704 |
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| 153 |
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| 0.1259 | 0.4167 | 490 | 1.1357 | 26484920 |
|
| 154 |
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| 0.2132 | 0.4209 | 495 | 1.1331 | 26752640 |
|
| 155 |
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| 0.1699 | 0.4252 | 500 | 1.1347 | 27018608 |
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| 156 |
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| 0.0938 | 0.4294 | 505 | 1.1352 | 27286128 |
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| 157 |
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| 0.1752 | 0.4337 | 510 | 1.1370 | 27562024 |
|
| 158 |
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| 0.1873 | 0.4379 | 515 | 1.1320 | 27830728 |
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| 159 |
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| 0.1796 | 0.4422 | 520 | 1.1322 | 28103888 |
|
| 160 |
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| 0.1176 | 0.4465 | 525 | 1.1345 | 28371784 |
|
| 161 |
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| 0.0928 | 0.4507 | 530 | 1.1345 | 28642592 |
|
| 162 |
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| 0.1709 | 0.4550 | 535 | 1.1332 | 28903728 |
|
| 163 |
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| 0.1094 | 0.4592 | 540 | 1.1325 | 29178904 |
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| 164 |
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| 0.1501 | 0.4635 | 545 | 1.1337 | 29448176 |
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| 165 |
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| 0.1372 | 0.4677 | 550 | 1.1325 | 29717176 |
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| 166 |
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| 0.1512 | 0.4720 | 555 | 1.1340 | 29984912 |
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| 167 |
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| 0.1478 | 0.4762 | 560 | 1.1313 | 30258688 |
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| 168 |
+
| 0.1654 | 0.4805 | 565 | 1.1306 | 30521056 |
|
| 169 |
+
| 0.165 | 0.4847 | 570 | 1.1319 | 30792392 |
|
| 170 |
+
| 0.1263 | 0.4890 | 575 | 1.1324 | 31061264 |
|
| 171 |
+
| 0.1196 | 0.4932 | 580 | 1.1299 | 31330912 |
|
| 172 |
+
| 0.1268 | 0.4975 | 585 | 1.1305 | 31603912 |
|
| 173 |
+
| 0.1234 | 0.5017 | 590 | 1.1312 | 31884080 |
|
| 174 |
+
| 0.1143 | 0.5060 | 595 | 1.1285 | 32152232 |
|
| 175 |
+
| 0.1784 | 0.5102 | 600 | 1.1281 | 32414424 |
|
| 176 |
+
| 0.1548 | 0.5145 | 605 | 1.1310 | 32688920 |
|
| 177 |
+
| 0.202 | 0.5187 | 610 | 1.1276 | 32959712 |
|
| 178 |
+
| 0.2025 | 0.5230 | 615 | 1.1271 | 33233432 |
|
| 179 |
+
| 0.2025 | 0.5272 | 620 | 1.1291 | 33504392 |
|
| 180 |
+
| 0.1724 | 0.5315 | 625 | 1.1266 | 33777920 |
|
| 181 |
+
| 0.1809 | 0.5357 | 630 | 1.1255 | 34045208 |
|
| 182 |
+
| 0.2091 | 0.5400 | 635 | 1.1266 | 34316536 |
|
| 183 |
+
| 0.1236 | 0.5442 | 640 | 1.1257 | 34588848 |
|
| 184 |
+
| 0.2578 | 0.5485 | 645 | 1.1225 | 34861720 |
|
| 185 |
+
| 0.1594 | 0.5528 | 650 | 1.1229 | 35137320 |
|
| 186 |
+
| 0.0931 | 0.5570 | 655 | 1.1263 | 35408808 |
|
| 187 |
+
| 0.1531 | 0.5613 | 660 | 1.1285 | 35680680 |
|
| 188 |
+
| 0.1458 | 0.5655 | 665 | 1.1248 | 35946696 |
|
| 189 |
+
| 0.1638 | 0.5698 | 670 | 1.1234 | 36213456 |
|
| 190 |
+
| 0.0762 | 0.5740 | 675 | 1.1252 | 36478736 |
|
| 191 |
+
| 0.1295 | 0.5783 | 680 | 1.1270 | 36751144 |
|
| 192 |
+
| 0.1237 | 0.5825 | 685 | 1.1246 | 37020688 |
|
| 193 |
+
| 0.1947 | 0.5868 | 690 | 1.1251 | 37290280 |
|
| 194 |
+
| 0.185 | 0.5910 | 695 | 1.1239 | 37559352 |
|
| 195 |
+
| 0.1981 | 0.5953 | 700 | 1.1241 | 37820632 |
|
| 196 |
+
| 0.171 | 0.5995 | 705 | 1.1214 | 38095952 |
|
| 197 |
+
| 0.1491 | 0.6038 | 710 | 1.1216 | 38355560 |
|
| 198 |
+
| 0.0939 | 0.6080 | 715 | 1.1226 | 38631968 |
|
| 199 |
+
| 0.0722 | 0.6123 | 720 | 1.1237 | 38901632 |
|
| 200 |
+
| 0.1797 | 0.6165 | 725 | 1.1198 | 39171656 |
|
| 201 |
+
| 0.1558 | 0.6208 | 730 | 1.1189 | 39443808 |
|
| 202 |
+
| 0.2049 | 0.6250 | 735 | 1.1207 | 39714152 |
|
| 203 |
+
| 0.1406 | 0.6293 | 740 | 1.1193 | 39986024 |
|
| 204 |
+
| 0.1522 | 0.6335 | 745 | 1.1207 | 40259512 |
|
| 205 |
+
| 0.0855 | 0.6378 | 750 | 1.1193 | 40528328 |
|
| 206 |
+
| 0.1577 | 0.6420 | 755 | 1.1210 | 40806056 |
|
| 207 |
+
| 0.1875 | 0.6463 | 760 | 1.1228 | 41080264 |
|
| 208 |
+
| 0.1831 | 0.6505 | 765 | 1.1172 | 41347064 |
|
| 209 |
+
| 0.1624 | 0.6548 | 770 | 1.1169 | 41627368 |
|
| 210 |
+
| 0.1936 | 0.6590 | 775 | 1.1189 | 41895808 |
|
| 211 |
+
| 0.1859 | 0.6633 | 780 | 1.1177 | 42171680 |
|
| 212 |
+
| 0.1319 | 0.6676 | 785 | 1.1170 | 42446136 |
|
| 213 |
+
| 0.1279 | 0.6718 | 790 | 1.1168 | 42718504 |
|
| 214 |
+
| 0.1451 | 0.6761 | 795 | 1.1177 | 42992080 |
|
| 215 |
+
| 0.1529 | 0.6803 | 800 | 1.1186 | 43262448 |
|
| 216 |
+
| 0.1099 | 0.6846 | 805 | 1.1203 | 43529920 |
|
| 217 |
+
| 0.1659 | 0.6888 | 810 | 1.1191 | 43797688 |
|
| 218 |
+
| 0.1703 | 0.6931 | 815 | 1.1194 | 44075648 |
|
| 219 |
+
| 0.1344 | 0.6973 | 820 | 1.1199 | 44341096 |
|
| 220 |
+
| 0.1972 | 0.7016 | 825 | 1.1171 | 44614744 |
|
| 221 |
+
| 0.1174 | 0.7058 | 830 | 1.1168 | 44887432 |
|
| 222 |
+
| 0.1518 | 0.7101 | 835 | 1.1198 | 45158376 |
|
| 223 |
+
| 0.1729 | 0.7143 | 840 | 1.1176 | 45424984 |
|
| 224 |
+
| 0.1381 | 0.7186 | 845 | 1.1167 | 45693168 |
|
| 225 |
+
| 0.1236 | 0.7228 | 850 | 1.1210 | 45969040 |
|
| 226 |
+
| 0.1639 | 0.7271 | 855 | 1.1176 | 46238320 |
|
| 227 |
+
| 0.2011 | 0.7313 | 860 | 1.1147 | 46514712 |
|
| 228 |
+
| 0.1606 | 0.7356 | 865 | 1.1172 | 46778816 |
|
| 229 |
+
| 0.1503 | 0.7398 | 870 | 1.1166 | 47045128 |
|
| 230 |
+
| 0.1572 | 0.7441 | 875 | 1.1153 | 47313360 |
|
| 231 |
+
| 0.1193 | 0.7483 | 880 | 1.1190 | 47582504 |
|
| 232 |
+
| 0.1329 | 0.7526 | 885 | 1.1170 | 47848336 |
|
| 233 |
+
| 0.1922 | 0.7568 | 890 | 1.1138 | 48111768 |
|
| 234 |
+
| 0.1721 | 0.7611 | 895 | 1.1151 | 48383224 |
|
| 235 |
+
| 0.1415 | 0.7653 | 900 | 1.1139 | 48647984 |
|
| 236 |
+
| 0.214 | 0.7696 | 905 | 1.1118 | 48921112 |
|
| 237 |
+
| 0.2069 | 0.7739 | 910 | 1.1152 | 49188248 |
|
| 238 |
+
| 0.1435 | 0.7781 | 915 | 1.1134 | 49456432 |
|
| 239 |
+
| 0.1642 | 0.7824 | 920 | 1.1133 | 49725712 |
|
| 240 |
+
| 0.1598 | 0.7866 | 925 | 1.1138 | 49986872 |
|
| 241 |
+
| 0.1459 | 0.7909 | 930 | 1.1109 | 50260592 |
|
| 242 |
+
| 0.1139 | 0.7951 | 935 | 1.1126 | 50535000 |
|
| 243 |
+
| 0.1806 | 0.7994 | 940 | 1.1131 | 50804760 |
|
| 244 |
+
| 0.1549 | 0.8036 | 945 | 1.1120 | 51071224 |
|
| 245 |
+
| 0.1602 | 0.8079 | 950 | 1.1095 | 51345824 |
|
| 246 |
+
| 0.1818 | 0.8121 | 955 | 1.1135 | 51613104 |
|
| 247 |
+
| 0.1792 | 0.8164 | 960 | 1.1131 | 51881448 |
|
| 248 |
+
| 0.1803 | 0.8206 | 965 | 1.1121 | 52152368 |
|
| 249 |
+
| 0.2375 | 0.8249 | 970 | 1.1108 | 52424208 |
|
| 250 |
+
| 0.1872 | 0.8291 | 975 | 1.1119 | 52690144 |
|
| 251 |
+
| 0.1566 | 0.8334 | 980 | 1.1111 | 52954608 |
|
| 252 |
+
| 0.1376 | 0.8376 | 985 | 1.1098 | 53220256 |
|
| 253 |
+
| 0.0842 | 0.8419 | 990 | 1.1110 | 53492064 |
|
| 254 |
+
| 0.1268 | 0.8461 | 995 | 1.1118 | 53761488 |
|
| 255 |
+
| 0.1792 | 0.8504 | 1000 | 1.1117 | 54027464 |
|
| 256 |
+
| 0.1417 | 0.8546 | 1005 | 1.1098 | 54298720 |
|
| 257 |
+
| 0.1595 | 0.8589 | 1010 | 1.1113 | 54574696 |
|
| 258 |
+
| 0.1297 | 0.8631 | 1015 | 1.1114 | 54842864 |
|
| 259 |
+
| 0.1904 | 0.8674 | 1020 | 1.1122 | 55107880 |
|
| 260 |
+
| 0.1061 | 0.8716 | 1025 | 1.1122 | 55381152 |
|
| 261 |
+
| 0.1769 | 0.8759 | 1030 | 1.1085 | 55649992 |
|
| 262 |
+
| 0.1567 | 0.8801 | 1035 | 1.1075 | 55919072 |
|
| 263 |
+
| 0.203 | 0.8844 | 1040 | 1.1093 | 56191424 |
|
| 264 |
+
| 0.1557 | 0.8887 | 1045 | 1.1089 | 56464008 |
|
| 265 |
+
| 0.21 | 0.8929 | 1050 | 1.1084 | 56737864 |
|
| 266 |
+
| 0.2126 | 0.8972 | 1055 | 1.1089 | 57003496 |
|
| 267 |
+
| 0.1087 | 0.9014 | 1060 | 1.1076 | 57278832 |
|
| 268 |
+
| 0.1838 | 0.9057 | 1065 | 1.1090 | 57551424 |
|
| 269 |
+
| 0.1381 | 0.9099 | 1070 | 1.1097 | 57824320 |
|
| 270 |
+
| 0.1953 | 0.9142 | 1075 | 1.1083 | 58091512 |
|
| 271 |
+
| 0.2044 | 0.9184 | 1080 | 1.1065 | 58358824 |
|
| 272 |
+
| 0.1871 | 0.9227 | 1085 | 1.1077 | 58626864 |
|
| 273 |
+
| 0.1504 | 0.9269 | 1090 | 1.1078 | 58889800 |
|
| 274 |
+
| 0.1559 | 0.9312 | 1095 | 1.1067 | 59159160 |
|
| 275 |
+
| 0.2046 | 0.9354 | 1100 | 1.1091 | 59430264 |
|
| 276 |
+
| 0.2033 | 0.9397 | 1105 | 1.1066 | 59697408 |
|
| 277 |
+
| 0.1562 | 0.9439 | 1110 | 1.1046 | 59965984 |
|
| 278 |
+
| 0.1652 | 0.9482 | 1115 | 1.1079 | 60236760 |
|
| 279 |
+
| 0.1624 | 0.9524 | 1120 | 1.1068 | 60502576 |
|
| 280 |
+
| 0.1708 | 0.9567 | 1125 | 1.1058 | 60770544 |
|
| 281 |
+
| 0.1041 | 0.9609 | 1130 | 1.1055 | 61037512 |
|
| 282 |
+
| 0.1748 | 0.9652 | 1135 | 1.1061 | 61313056 |
|
| 283 |
+
| 0.1736 | 0.9694 | 1140 | 1.1059 | 61577720 |
|
| 284 |
+
| 0.15 | 0.9737 | 1145 | 1.1074 | 61847592 |
|
| 285 |
+
| 0.1312 | 0.9779 | 1150 | 1.1078 | 62104056 |
|
| 286 |
+
| 0.2414 | 0.9822 | 1155 | 1.1051 | 62373576 |
|
| 287 |
+
| 0.1648 | 0.9864 | 1160 | 1.1045 | 62645296 |
|
| 288 |
+
| 0.1681 | 0.9907 | 1165 | 1.1086 | 62911584 |
|
| 289 |
+
| 0.1334 | 0.9950 | 1170 | 1.1087 | 63184416 |
|
| 290 |
+
| 0.1686 | 0.9992 | 1175 | 1.1047 | 63448944 |
|
| 291 |
+
|
| 292 |
+
|
| 293 |
+
### Framework versions
|
| 294 |
+
|
| 295 |
+
- Transformers 4.44.0
|
| 296 |
+
- Pytorch 2.4.0+cu121
|
| 297 |
+
- Datasets 2.20.0
|
| 298 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"_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:cf1353ca1f277eb9fd8bdc804d12817682415ca217f59f9cfa82c9501a4cb2bd
|
| 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:f842e903b6aa9be72947e1523f5e083cd4b971ca68e9da2c558eca2d8668090c
|
| 3 |
+
size 240691728
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,295 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
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"lstrip": false,
|
| 8 |
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"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
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"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"1": {
|
| 14 |
+
"content": "<eos>",
|
| 15 |
+
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|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"2": {
|
| 22 |
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"content": "<bos>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
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|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"3": {
|
| 30 |
+
"content": "<unk>",
|
| 31 |
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|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"4": {
|
| 38 |
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"content": "<mask>",
|
| 39 |
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"lstrip": false,
|
| 40 |
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|
| 41 |
+
"rstrip": false,
|
| 42 |
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|
| 43 |
+
"special": false
|
| 44 |
+
},
|
| 45 |
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"5": {
|
| 46 |
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"content": "<2mass>",
|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
+
"special": false
|
| 52 |
+
},
|
| 53 |
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"6": {
|
| 54 |
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"content": "[@BOS@]",
|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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},
|
| 61 |
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|
| 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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|
| 68 |
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},
|
| 69 |
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|
| 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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|
| 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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|
| 84 |
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|
| 85 |
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|
| 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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| 114 |
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|
| 115 |
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| 116 |
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| 118 |
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| 119 |
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| 120 |
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| 122 |
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| 123 |
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| 124 |
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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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|
| 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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| 142 |
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| 143 |
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| 144 |
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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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| 154 |
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| 155 |
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| 156 |
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| 158 |
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| 159 |
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| 160 |
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| 162 |
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| 163 |
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| 164 |
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| 166 |
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| 167 |
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| 168 |
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| 171 |
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| 172 |
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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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| 183 |
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| 184 |
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| 187 |
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|
| 188 |
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| 189 |
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|
| 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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|
| 198 |
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|
| 199 |
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| 200 |
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| 203 |
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| 204 |
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| 206 |
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|
| 207 |
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|
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|
| 223 |
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|
| 228 |
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| 230 |
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|
| 231 |
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| 236 |
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| 247 |
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| 348 |
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| 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 sha256:367db348ebd500bdd6b099510633f8451cfe2c6a0eee6e34b1f1add511d9c7c0
|
| 3 |
+
size 5560
|