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Browse files- README.md +262 -0
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README.md
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| 1 |
+
---
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| 2 |
+
library_name: peft
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| 3 |
+
license: gemma
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| 4 |
+
base_model: google/gemma-3-1b-it
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| 5 |
+
tags:
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| 6 |
+
- llama-factory
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| 7 |
+
- generated_from_trainer
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| 8 |
+
model-index:
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| 9 |
+
- name: train_mnli_1744902583
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| 10 |
+
results: []
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| 11 |
+
---
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| 12 |
+
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| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 15 |
+
|
| 16 |
+
# train_mnli_1744902583
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| 17 |
+
|
| 18 |
+
This model is a fine-tuned version of [google/gemma-3-1b-it](https://huggingface.co/google/gemma-3-1b-it) on an unknown dataset.
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| 19 |
+
It achieves the following results on the evaluation set:
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| 20 |
+
- Loss: 0.1433
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| 21 |
+
- Num Input Tokens Seen: 64338040
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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 |
+
|
| 39 |
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The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 5e-05
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| 41 |
+
- train_batch_size: 4
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| 42 |
+
- eval_batch_size: 4
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| 43 |
+
- seed: 123
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| 44 |
+
- gradient_accumulation_steps: 4
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| 45 |
+
- total_train_batch_size: 16
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| 46 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 47 |
+
- lr_scheduler_type: cosine
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| 48 |
+
- training_steps: 40000
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| 49 |
+
|
| 50 |
+
### Training results
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| 51 |
+
|
| 52 |
+
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
|
| 53 |
+
|:-------------:|:------:|:-----:|:---------------:|:-----------------:|
|
| 54 |
+
| 1.0008 | 0.0091 | 200 | 1.0761 | 320544 |
|
| 55 |
+
| 0.4345 | 0.0181 | 400 | 0.6162 | 640416 |
|
| 56 |
+
| 0.3422 | 0.0272 | 600 | 0.3727 | 964160 |
|
| 57 |
+
| 0.393 | 0.0362 | 800 | 0.2813 | 1285344 |
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| 58 |
+
| 0.2407 | 0.0453 | 1000 | 0.2493 | 1608256 |
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| 59 |
+
| 0.3042 | 0.0543 | 1200 | 0.2353 | 1932352 |
|
| 60 |
+
| 0.2108 | 0.0634 | 1400 | 0.2252 | 2252192 |
|
| 61 |
+
| 0.1865 | 0.0724 | 1600 | 0.2188 | 2579136 |
|
| 62 |
+
| 0.1768 | 0.0815 | 1800 | 0.2139 | 2898880 |
|
| 63 |
+
| 0.2349 | 0.0905 | 2000 | 0.2095 | 3221312 |
|
| 64 |
+
| 0.1955 | 0.0996 | 2200 | 0.2075 | 3542752 |
|
| 65 |
+
| 0.2041 | 0.1086 | 2400 | 0.2020 | 3866688 |
|
| 66 |
+
| 0.1775 | 0.1177 | 2600 | 0.2009 | 4189440 |
|
| 67 |
+
| 0.1858 | 0.1268 | 2800 | 0.1970 | 4512768 |
|
| 68 |
+
| 0.1975 | 0.1358 | 3000 | 0.1939 | 4833792 |
|
| 69 |
+
| 0.165 | 0.1449 | 3200 | 0.1914 | 5157664 |
|
| 70 |
+
| 0.1926 | 0.1539 | 3400 | 0.1891 | 5479168 |
|
| 71 |
+
| 0.2202 | 0.1630 | 3600 | 0.1885 | 5803680 |
|
| 72 |
+
| 0.2021 | 0.1720 | 3800 | 0.1863 | 6125472 |
|
| 73 |
+
| 0.174 | 0.1811 | 4000 | 0.1844 | 6448128 |
|
| 74 |
+
| 0.1662 | 0.1901 | 4200 | 0.1830 | 6771360 |
|
| 75 |
+
| 0.1894 | 0.1992 | 4400 | 0.1820 | 7097088 |
|
| 76 |
+
| 0.1514 | 0.2082 | 4600 | 0.1806 | 7418432 |
|
| 77 |
+
| 0.1859 | 0.2173 | 4800 | 0.1782 | 7739200 |
|
| 78 |
+
| 0.1568 | 0.2264 | 5000 | 0.1770 | 8062528 |
|
| 79 |
+
| 0.1878 | 0.2354 | 5200 | 0.1754 | 8382240 |
|
| 80 |
+
| 0.1906 | 0.2445 | 5400 | 0.1749 | 8703872 |
|
| 81 |
+
| 0.1772 | 0.2535 | 5600 | 0.1753 | 9021760 |
|
| 82 |
+
| 0.1937 | 0.2626 | 5800 | 0.1727 | 9343744 |
|
| 83 |
+
| 0.147 | 0.2716 | 6000 | 0.1714 | 9663168 |
|
| 84 |
+
| 0.164 | 0.2807 | 6200 | 0.1708 | 9983680 |
|
| 85 |
+
| 0.1614 | 0.2897 | 6400 | 0.1703 | 10305504 |
|
| 86 |
+
| 0.1803 | 0.2988 | 6600 | 0.1687 | 10628064 |
|
| 87 |
+
| 0.1838 | 0.3078 | 6800 | 0.1682 | 10947264 |
|
| 88 |
+
| 0.1569 | 0.3169 | 7000 | 0.1694 | 11268736 |
|
| 89 |
+
| 0.1212 | 0.3259 | 7200 | 0.1668 | 11593952 |
|
| 90 |
+
| 0.1893 | 0.3350 | 7400 | 0.1659 | 11912448 |
|
| 91 |
+
| 0.1358 | 0.3441 | 7600 | 0.1651 | 12230144 |
|
| 92 |
+
| 0.142 | 0.3531 | 7800 | 0.1653 | 12551712 |
|
| 93 |
+
| 0.1556 | 0.3622 | 8000 | 0.1644 | 12870016 |
|
| 94 |
+
| 0.1632 | 0.3712 | 8200 | 0.1633 | 13192096 |
|
| 95 |
+
| 0.17 | 0.3803 | 8400 | 0.1653 | 13513696 |
|
| 96 |
+
| 0.1119 | 0.3893 | 8600 | 0.1624 | 13838880 |
|
| 97 |
+
| 0.1607 | 0.3984 | 8800 | 0.1627 | 14159072 |
|
| 98 |
+
| 0.1202 | 0.4074 | 9000 | 0.1620 | 14481184 |
|
| 99 |
+
| 0.1507 | 0.4165 | 9200 | 0.1618 | 14802624 |
|
| 100 |
+
| 0.1725 | 0.4255 | 9400 | 0.1608 | 15129216 |
|
| 101 |
+
| 0.1272 | 0.4346 | 9600 | 0.1600 | 15445632 |
|
| 102 |
+
| 0.1594 | 0.4436 | 9800 | 0.1609 | 15768224 |
|
| 103 |
+
| 0.1255 | 0.4527 | 10000 | 0.1598 | 16090112 |
|
| 104 |
+
| 0.1446 | 0.4618 | 10200 | 0.1594 | 16413248 |
|
| 105 |
+
| 0.1584 | 0.4708 | 10400 | 0.1588 | 16741440 |
|
| 106 |
+
| 0.183 | 0.4799 | 10600 | 0.1584 | 17061536 |
|
| 107 |
+
| 0.1133 | 0.4889 | 10800 | 0.1576 | 17383360 |
|
| 108 |
+
| 0.1505 | 0.4980 | 11000 | 0.1571 | 17708608 |
|
| 109 |
+
| 0.1562 | 0.5070 | 11200 | 0.1568 | 18032288 |
|
| 110 |
+
| 0.173 | 0.5161 | 11400 | 0.1573 | 18353024 |
|
| 111 |
+
| 0.1788 | 0.5251 | 11600 | 0.1566 | 18677184 |
|
| 112 |
+
| 0.1536 | 0.5342 | 11800 | 0.1596 | 18999136 |
|
| 113 |
+
| 0.1596 | 0.5432 | 12000 | 0.1562 | 19316576 |
|
| 114 |
+
| 0.1599 | 0.5523 | 12200 | 0.1551 | 19640544 |
|
| 115 |
+
| 0.1393 | 0.5614 | 12400 | 0.1545 | 19959648 |
|
| 116 |
+
| 0.1228 | 0.5704 | 12600 | 0.1544 | 20279232 |
|
| 117 |
+
| 0.11 | 0.5795 | 12800 | 0.1563 | 20601792 |
|
| 118 |
+
| 0.1337 | 0.5885 | 13000 | 0.1542 | 20923456 |
|
| 119 |
+
| 0.1557 | 0.5976 | 13200 | 0.1537 | 21242368 |
|
| 120 |
+
| 0.1648 | 0.6066 | 13400 | 0.1544 | 21561952 |
|
| 121 |
+
| 0.1715 | 0.6157 | 13600 | 0.1528 | 21881856 |
|
| 122 |
+
| 0.1488 | 0.6247 | 13800 | 0.1547 | 22210080 |
|
| 123 |
+
| 0.1782 | 0.6338 | 14000 | 0.1526 | 22529216 |
|
| 124 |
+
| 0.1417 | 0.6428 | 14200 | 0.1523 | 22849376 |
|
| 125 |
+
| 0.1364 | 0.6519 | 14400 | 0.1525 | 23171168 |
|
| 126 |
+
| 0.159 | 0.6609 | 14600 | 0.1532 | 23493152 |
|
| 127 |
+
| 0.1592 | 0.6700 | 14800 | 0.1527 | 23815360 |
|
| 128 |
+
| 0.1641 | 0.6791 | 15000 | 0.1515 | 24137696 |
|
| 129 |
+
| 0.1118 | 0.6881 | 15200 | 0.1517 | 24455584 |
|
| 130 |
+
| 0.1373 | 0.6972 | 15400 | 0.1513 | 24779040 |
|
| 131 |
+
| 0.1566 | 0.7062 | 15600 | 0.1508 | 25099584 |
|
| 132 |
+
| 0.1176 | 0.7153 | 15800 | 0.1510 | 25420512 |
|
| 133 |
+
| 0.1357 | 0.7243 | 16000 | 0.1507 | 25746912 |
|
| 134 |
+
| 0.1514 | 0.7334 | 16200 | 0.1516 | 26070048 |
|
| 135 |
+
| 0.1751 | 0.7424 | 16400 | 0.1502 | 26389952 |
|
| 136 |
+
| 0.1592 | 0.7515 | 16600 | 0.1500 | 26706080 |
|
| 137 |
+
| 0.1665 | 0.7605 | 16800 | 0.1510 | 27029344 |
|
| 138 |
+
| 0.1348 | 0.7696 | 17000 | 0.1500 | 27349920 |
|
| 139 |
+
| 0.1204 | 0.7787 | 17200 | 0.1505 | 27671008 |
|
| 140 |
+
| 0.1408 | 0.7877 | 17400 | 0.1491 | 27993280 |
|
| 141 |
+
| 0.1473 | 0.7968 | 17600 | 0.1493 | 28319712 |
|
| 142 |
+
| 0.1282 | 0.8058 | 17800 | 0.1488 | 28640832 |
|
| 143 |
+
| 0.1448 | 0.8149 | 18000 | 0.1504 | 28964096 |
|
| 144 |
+
| 0.1576 | 0.8239 | 18200 | 0.1487 | 29286752 |
|
| 145 |
+
| 0.1442 | 0.8330 | 18400 | 0.1493 | 29606528 |
|
| 146 |
+
| 0.1437 | 0.8420 | 18600 | 0.1511 | 29925408 |
|
| 147 |
+
| 0.1293 | 0.8511 | 18800 | 0.1486 | 30247104 |
|
| 148 |
+
| 0.1282 | 0.8601 | 19000 | 0.1483 | 30566528 |
|
| 149 |
+
| 0.1247 | 0.8692 | 19200 | 0.1481 | 30887744 |
|
| 150 |
+
| 0.0964 | 0.8782 | 19400 | 0.1484 | 31208352 |
|
| 151 |
+
| 0.1624 | 0.8873 | 19600 | 0.1482 | 31526720 |
|
| 152 |
+
| 0.152 | 0.8964 | 19800 | 0.1474 | 31848736 |
|
| 153 |
+
| 0.174 | 0.9054 | 20000 | 0.1473 | 32169056 |
|
| 154 |
+
| 0.1181 | 0.9145 | 20200 | 0.1470 | 32490752 |
|
| 155 |
+
| 0.1135 | 0.9235 | 20400 | 0.1472 | 32813120 |
|
| 156 |
+
| 0.1153 | 0.9326 | 20600 | 0.1474 | 33133696 |
|
| 157 |
+
| 0.1264 | 0.9416 | 20800 | 0.1477 | 33452320 |
|
| 158 |
+
| 0.1549 | 0.9507 | 21000 | 0.1467 | 33776032 |
|
| 159 |
+
| 0.1469 | 0.9597 | 21200 | 0.1468 | 34099680 |
|
| 160 |
+
| 0.1443 | 0.9688 | 21400 | 0.1474 | 34424928 |
|
| 161 |
+
| 0.1377 | 0.9778 | 21600 | 0.1464 | 34748544 |
|
| 162 |
+
| 0.1307 | 0.9869 | 21800 | 0.1463 | 35071104 |
|
| 163 |
+
| 0.128 | 0.9959 | 22000 | 0.1472 | 35388960 |
|
| 164 |
+
| 0.0938 | 1.0050 | 22200 | 0.1461 | 35712792 |
|
| 165 |
+
| 0.1508 | 1.0140 | 22400 | 0.1469 | 36032952 |
|
| 166 |
+
| 0.1698 | 1.0231 | 22600 | 0.1460 | 36353656 |
|
| 167 |
+
| 0.157 | 1.0321 | 22800 | 0.1457 | 36671480 |
|
| 168 |
+
| 0.1168 | 1.0412 | 23000 | 0.1466 | 36990680 |
|
| 169 |
+
| 0.0976 | 1.0503 | 23200 | 0.1460 | 37312248 |
|
| 170 |
+
| 0.1567 | 1.0593 | 23400 | 0.1457 | 37633848 |
|
| 171 |
+
| 0.1533 | 1.0684 | 23600 | 0.1462 | 37954104 |
|
| 172 |
+
| 0.1638 | 1.0774 | 23800 | 0.1459 | 38272056 |
|
| 173 |
+
| 0.1458 | 1.0865 | 24000 | 0.1454 | 38594968 |
|
| 174 |
+
| 0.1605 | 1.0955 | 24200 | 0.1457 | 38918264 |
|
| 175 |
+
| 0.1375 | 1.1046 | 24400 | 0.1453 | 39242584 |
|
| 176 |
+
| 0.1434 | 1.1136 | 24600 | 0.1451 | 39566872 |
|
| 177 |
+
| 0.1207 | 1.1227 | 24800 | 0.1454 | 39889656 |
|
| 178 |
+
| 0.137 | 1.1317 | 25000 | 0.1452 | 40209528 |
|
| 179 |
+
| 0.1206 | 1.1408 | 25200 | 0.1451 | 40535352 |
|
| 180 |
+
| 0.1382 | 1.1498 | 25400 | 0.1448 | 40858264 |
|
| 181 |
+
| 0.1518 | 1.1589 | 25600 | 0.1452 | 41182296 |
|
| 182 |
+
| 0.1182 | 1.1680 | 25800 | 0.1448 | 41502296 |
|
| 183 |
+
| 0.1384 | 1.1770 | 26000 | 0.1446 | 41824280 |
|
| 184 |
+
| 0.1282 | 1.1861 | 26200 | 0.1448 | 42148504 |
|
| 185 |
+
| 0.1589 | 1.1951 | 26400 | 0.1450 | 42470008 |
|
| 186 |
+
| 0.1303 | 1.2042 | 26600 | 0.1452 | 42789400 |
|
| 187 |
+
| 0.1889 | 1.2132 | 26800 | 0.1449 | 43109688 |
|
| 188 |
+
| 0.0996 | 1.2223 | 27000 | 0.1445 | 43433720 |
|
| 189 |
+
| 0.1313 | 1.2313 | 27200 | 0.1444 | 43755288 |
|
| 190 |
+
| 0.1475 | 1.2404 | 27400 | 0.1448 | 44072376 |
|
| 191 |
+
| 0.1867 | 1.2494 | 27600 | 0.1443 | 44391832 |
|
| 192 |
+
| 0.1318 | 1.2585 | 27800 | 0.1448 | 44714776 |
|
| 193 |
+
| 0.138 | 1.2675 | 28000 | 0.1449 | 45035480 |
|
| 194 |
+
| 0.1451 | 1.2766 | 28200 | 0.1442 | 45354808 |
|
| 195 |
+
| 0.1608 | 1.2857 | 28400 | 0.1441 | 45678200 |
|
| 196 |
+
| 0.1368 | 1.2947 | 28600 | 0.1445 | 45998328 |
|
| 197 |
+
| 0.193 | 1.3038 | 28800 | 0.1440 | 46314552 |
|
| 198 |
+
| 0.1264 | 1.3128 | 29000 | 0.1441 | 46639640 |
|
| 199 |
+
| 0.1665 | 1.3219 | 29200 | 0.1440 | 46962616 |
|
| 200 |
+
| 0.1297 | 1.3309 | 29400 | 0.1441 | 47284152 |
|
| 201 |
+
| 0.1252 | 1.3400 | 29600 | 0.1442 | 47605208 |
|
| 202 |
+
| 0.127 | 1.3490 | 29800 | 0.1438 | 47925944 |
|
| 203 |
+
| 0.1625 | 1.3581 | 30000 | 0.1442 | 48250168 |
|
| 204 |
+
| 0.1181 | 1.3671 | 30200 | 0.1437 | 48570040 |
|
| 205 |
+
| 0.1558 | 1.3762 | 30400 | 0.1440 | 48891448 |
|
| 206 |
+
| 0.1246 | 1.3853 | 30600 | 0.1437 | 49216568 |
|
| 207 |
+
| 0.1452 | 1.3943 | 30800 | 0.1440 | 49535352 |
|
| 208 |
+
| 0.1331 | 1.4034 | 31000 | 0.1437 | 49859864 |
|
| 209 |
+
| 0.1442 | 1.4124 | 31200 | 0.1438 | 50183160 |
|
| 210 |
+
| 0.1307 | 1.4215 | 31400 | 0.1439 | 50505176 |
|
| 211 |
+
| 0.1283 | 1.4305 | 31600 | 0.1441 | 50823608 |
|
| 212 |
+
| 0.1138 | 1.4396 | 31800 | 0.1442 | 51142072 |
|
| 213 |
+
| 0.1366 | 1.4486 | 32000 | 0.1437 | 51462648 |
|
| 214 |
+
| 0.1234 | 1.4577 | 32200 | 0.1447 | 51788568 |
|
| 215 |
+
| 0.134 | 1.4667 | 32400 | 0.1435 | 52107544 |
|
| 216 |
+
| 0.1197 | 1.4758 | 32600 | 0.1438 | 52430680 |
|
| 217 |
+
| 0.1917 | 1.4848 | 32800 | 0.1441 | 52750648 |
|
| 218 |
+
| 0.179 | 1.4939 | 33000 | 0.1439 | 53070040 |
|
| 219 |
+
| 0.1157 | 1.5030 | 33200 | 0.1439 | 53392248 |
|
| 220 |
+
| 0.1338 | 1.5120 | 33400 | 0.1437 | 53715256 |
|
| 221 |
+
| 0.1238 | 1.5211 | 33600 | 0.1434 | 54035320 |
|
| 222 |
+
| 0.1594 | 1.5301 | 33800 | 0.1437 | 54359832 |
|
| 223 |
+
| 0.1076 | 1.5392 | 34000 | 0.1435 | 54681080 |
|
| 224 |
+
| 0.0996 | 1.5482 | 34200 | 0.1432 | 55004920 |
|
| 225 |
+
| 0.1136 | 1.5573 | 34400 | 0.1433 | 55328216 |
|
| 226 |
+
| 0.1068 | 1.5663 | 34600 | 0.1435 | 55651352 |
|
| 227 |
+
| 0.1269 | 1.5754 | 34800 | 0.1433 | 55973688 |
|
| 228 |
+
| 0.099 | 1.5844 | 35000 | 0.1437 | 56295192 |
|
| 229 |
+
| 0.1574 | 1.5935 | 35200 | 0.1436 | 56617656 |
|
| 230 |
+
| 0.1345 | 1.6025 | 35400 | 0.1433 | 56938168 |
|
| 231 |
+
| 0.1602 | 1.6116 | 35600 | 0.1435 | 57260536 |
|
| 232 |
+
| 0.136 | 1.6207 | 35800 | 0.1434 | 57581848 |
|
| 233 |
+
| 0.1444 | 1.6297 | 36000 | 0.1437 | 57900760 |
|
| 234 |
+
| 0.1473 | 1.6388 | 36200 | 0.1441 | 58226104 |
|
| 235 |
+
| 0.1587 | 1.6478 | 36400 | 0.1433 | 58548024 |
|
| 236 |
+
| 0.142 | 1.6569 | 36600 | 0.1435 | 58869400 |
|
| 237 |
+
| 0.1227 | 1.6659 | 36800 | 0.1437 | 59192472 |
|
| 238 |
+
| 0.138 | 1.6750 | 37000 | 0.1437 | 59516888 |
|
| 239 |
+
| 0.1185 | 1.6840 | 37200 | 0.1435 | 59840056 |
|
| 240 |
+
| 0.0866 | 1.6931 | 37400 | 0.1435 | 60166712 |
|
| 241 |
+
| 0.1334 | 1.7021 | 37600 | 0.1438 | 60488984 |
|
| 242 |
+
| 0.1368 | 1.7112 | 37800 | 0.1434 | 60810360 |
|
| 243 |
+
| 0.1189 | 1.7203 | 38000 | 0.1436 | 61132280 |
|
| 244 |
+
| 0.1546 | 1.7293 | 38200 | 0.1432 | 61456312 |
|
| 245 |
+
| 0.1326 | 1.7384 | 38400 | 0.1436 | 61776888 |
|
| 246 |
+
| 0.1584 | 1.7474 | 38600 | 0.1436 | 62093144 |
|
| 247 |
+
| 0.1069 | 1.7565 | 38800 | 0.1433 | 62410264 |
|
| 248 |
+
| 0.1101 | 1.7655 | 39000 | 0.1433 | 62732824 |
|
| 249 |
+
| 0.1397 | 1.7746 | 39200 | 0.1431 | 63054168 |
|
| 250 |
+
| 0.1819 | 1.7836 | 39400 | 0.1433 | 63375640 |
|
| 251 |
+
| 0.1069 | 1.7927 | 39600 | 0.1434 | 63697560 |
|
| 252 |
+
| 0.1161 | 1.8017 | 39800 | 0.1433 | 64016568 |
|
| 253 |
+
| 0.1234 | 1.8108 | 40000 | 0.1433 | 64338040 |
|
| 254 |
+
|
| 255 |
+
|
| 256 |
+
### Framework versions
|
| 257 |
+
|
| 258 |
+
- PEFT 0.15.1
|
| 259 |
+
- Transformers 4.51.3
|
| 260 |
+
- Pytorch 2.6.0+cu124
|
| 261 |
+
- Datasets 3.5.0
|
| 262 |
+
- Tokenizers 0.21.1
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498936
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69a183c264f0bf0e8052a6ea0323a525ed16b910ecf4360178f0bebb5ebf2feb
|
| 3 |
size 498936
|