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End of training

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README.md ADDED
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+ ---
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+ 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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+ - name: collapse_gemma-2-2b_hs2_accumulate_iter10_sftsd2
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+ results: []
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+ ---
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+
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+ <!-- 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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+
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+ # collapse_gemma-2-2b_hs2_accumulate_iter10_sftsd2
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+
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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: 1.1062
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+ - Num Input Tokens Seen: 79934792
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
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+ |:-------------:|:------:|:----:|:---------------:|:-----------------:|
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+ | No log | 0 | 0 | 1.3956 | 0 |
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+ | 1.7516 | 0.0034 | 5 | 1.3951 | 270272 |
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+ | 1.6881 | 0.0067 | 10 | 1.3852 | 541984 |
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+ | 1.7126 | 0.0101 | 15 | 1.3562 | 811320 |
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+ | 1.605 | 0.0134 | 20 | 1.3144 | 1078944 |
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+ | 1.5546 | 0.0168 | 25 | 1.2661 | 1338944 |
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+ | 1.395 | 0.0201 | 30 | 1.2310 | 1604936 |
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+ | 1.3409 | 0.0235 | 35 | 1.1967 | 1877640 |
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+ | 1.257 | 0.0268 | 40 | 1.1816 | 2139560 |
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+ | 1.1392 | 0.0302 | 45 | 1.1869 | 2412232 |
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+ | 1.0556 | 0.0335 | 50 | 1.1939 | 2687216 |
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+ | 0.9911 | 0.0369 | 55 | 1.2188 | 2952704 |
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+ | 0.8439 | 0.0402 | 60 | 1.2330 | 3219848 |
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+ | 0.7578 | 0.0436 | 65 | 1.2815 | 3486600 |
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+ | 0.6959 | 0.0469 | 70 | 1.2725 | 3761912 |
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+ | 0.6015 | 0.0503 | 75 | 1.3182 | 4023352 |
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+ | 0.4577 | 0.0536 | 80 | 1.3007 | 4291488 |
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+ | 0.3911 | 0.0570 | 85 | 1.3014 | 4552552 |
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+ | 0.3724 | 0.0603 | 90 | 1.2987 | 4821400 |
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+ | 0.3798 | 0.0637 | 95 | 1.2735 | 5090832 |
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+ | 0.3009 | 0.0670 | 100 | 1.2615 | 5360992 |
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+ | 0.2897 | 0.0704 | 105 | 1.2401 | 5622952 |
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+ | 0.3031 | 0.0737 | 110 | 1.2327 | 5893760 |
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+ | 0.267 | 0.0771 | 115 | 1.2390 | 6160416 |
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+ | 0.1885 | 0.0804 | 120 | 1.2295 | 6420392 |
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+ | 0.2927 | 0.0838 | 125 | 1.2368 | 6687048 |
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+ | 0.2723 | 0.0871 | 130 | 1.2207 | 6953928 |
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+ | 0.1628 | 0.0905 | 135 | 1.2179 | 7217136 |
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+ | 0.2065 | 0.0938 | 140 | 1.2198 | 7492048 |
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+ | 0.2944 | 0.0972 | 145 | 1.2066 | 7765392 |
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+ | 0.2223 | 0.1005 | 150 | 1.2093 | 8027928 |
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+ | 0.2249 | 0.1039 | 155 | 1.2120 | 8292184 |
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+ | 0.1929 | 0.1072 | 160 | 1.2120 | 8562544 |
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+ | 0.1456 | 0.1106 | 165 | 1.2061 | 8827072 |
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+ | 0.2167 | 0.1139 | 170 | 1.2038 | 9092776 |
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+ | 0.1924 | 0.1173 | 175 | 1.2042 | 9360936 |
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+ | 0.1899 | 0.1206 | 180 | 1.2034 | 9633344 |
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+ | 0.2269 | 0.1240 | 185 | 1.2013 | 9901560 |
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+ | 0.2109 | 0.1273 | 190 | 1.1982 | 10165152 |
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+ | 0.2176 | 0.1307 | 195 | 1.1943 | 10436048 |
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+ | 0.2036 | 0.1340 | 200 | 1.2011 | 10710296 |
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+ | 0.2032 | 0.1374 | 205 | 1.1929 | 10976448 |
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+ | 0.2137 | 0.1408 | 210 | 1.1878 | 11244528 |
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+ | 0.2022 | 0.1441 | 215 | 1.2060 | 11514456 |
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+ | 0.1817 | 0.1475 | 220 | 1.1899 | 11786632 |
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+ | 0.1818 | 0.1508 | 225 | 1.1885 | 12057624 |
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+ | 0.207 | 0.1542 | 230 | 1.1934 | 12322552 |
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+ | 0.1666 | 0.1575 | 235 | 1.1850 | 12585856 |
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+ | 0.2202 | 0.1609 | 240 | 1.1893 | 12852128 |
104
+ | 0.1047 | 0.1642 | 245 | 1.1861 | 13110664 |
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+ | 0.1657 | 0.1676 | 250 | 1.1846 | 13377760 |
106
+ | 0.1537 | 0.1709 | 255 | 1.1825 | 13648656 |
107
+ | 0.2295 | 0.1743 | 260 | 1.1760 | 13914640 |
108
+ | 0.2343 | 0.1776 | 265 | 1.1789 | 14184224 |
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+ | 0.203 | 0.1810 | 270 | 1.1754 | 14456352 |
110
+ | 0.224 | 0.1843 | 275 | 1.1786 | 14717864 |
111
+ | 0.2238 | 0.1877 | 280 | 1.1827 | 14983528 |
112
+ | 0.1292 | 0.1910 | 285 | 1.1735 | 15255928 |
113
+ | 0.1863 | 0.1944 | 290 | 1.1803 | 15533208 |
114
+ | 0.2342 | 0.1977 | 295 | 1.1769 | 15802280 |
115
+ | 0.1469 | 0.2011 | 300 | 1.1709 | 16066840 |
116
+ | 0.2217 | 0.2044 | 305 | 1.1773 | 16331440 |
117
+ | 0.1216 | 0.2078 | 310 | 1.1730 | 16602072 |
118
+ | 0.141 | 0.2111 | 315 | 1.1691 | 16868128 |
119
+ | 0.2002 | 0.2145 | 320 | 1.1731 | 17144752 |
120
+ | 0.1174 | 0.2178 | 325 | 1.1697 | 17414344 |
121
+ | 0.1889 | 0.2212 | 330 | 1.1723 | 17684576 |
122
+ | 0.0913 | 0.2245 | 335 | 1.1702 | 17951304 |
123
+ | 0.214 | 0.2279 | 340 | 1.1651 | 18220032 |
124
+ | 0.1673 | 0.2312 | 345 | 1.1696 | 18492888 |
125
+ | 0.1793 | 0.2346 | 350 | 1.1636 | 18760640 |
126
+ | 0.1596 | 0.2379 | 355 | 1.1649 | 19030104 |
127
+ | 0.1975 | 0.2413 | 360 | 1.1595 | 19307320 |
128
+ | 0.1438 | 0.2446 | 365 | 1.1595 | 19569584 |
129
+ | 0.138 | 0.2480 | 370 | 1.1639 | 19840360 |
130
+ | 0.1538 | 0.2513 | 375 | 1.1610 | 20110384 |
131
+ | 0.1479 | 0.2547 | 380 | 1.1592 | 20376368 |
132
+ | 0.1358 | 0.2580 | 385 | 1.1668 | 20643072 |
133
+ | 0.1557 | 0.2614 | 390 | 1.1628 | 20907272 |
134
+ | 0.111 | 0.2647 | 395 | 1.1578 | 21180016 |
135
+ | 0.1675 | 0.2681 | 400 | 1.1590 | 21456112 |
136
+ | 0.1786 | 0.2714 | 405 | 1.1598 | 21715968 |
137
+ | 0.1802 | 0.2748 | 410 | 1.1557 | 21988960 |
138
+ | 0.1736 | 0.2782 | 415 | 1.1550 | 22258920 |
139
+ | 0.0973 | 0.2815 | 420 | 1.1579 | 22525336 |
140
+ | 0.1362 | 0.2849 | 425 | 1.1544 | 22795792 |
141
+ | 0.0962 | 0.2882 | 430 | 1.1570 | 23061320 |
142
+ | 0.1419 | 0.2916 | 435 | 1.1538 | 23323392 |
143
+ | 0.1029 | 0.2949 | 440 | 1.1519 | 23586896 |
144
+ | 0.1208 | 0.2983 | 445 | 1.1582 | 23855528 |
145
+ | 0.1759 | 0.3016 | 450 | 1.1539 | 24125992 |
146
+ | 0.1998 | 0.3050 | 455 | 1.1537 | 24395848 |
147
+ | 0.1461 | 0.3083 | 460 | 1.1540 | 24657512 |
148
+ | 0.1449 | 0.3117 | 465 | 1.1544 | 24930056 |
149
+ | 0.1348 | 0.3150 | 470 | 1.1521 | 25205504 |
150
+ | 0.1089 | 0.3184 | 475 | 1.1524 | 25476824 |
151
+ | 0.1291 | 0.3217 | 480 | 1.1505 | 25753432 |
152
+ | 0.1081 | 0.3251 | 485 | 1.1483 | 26016568 |
153
+ | 0.0861 | 0.3284 | 490 | 1.1506 | 26287432 |
154
+ | 0.0865 | 0.3318 | 495 | 1.1503 | 26555008 |
155
+ | 0.1932 | 0.3351 | 500 | 1.1480 | 26825528 |
156
+ | 0.1291 | 0.3385 | 505 | 1.1502 | 27095384 |
157
+ | 0.1115 | 0.3418 | 510 | 1.1490 | 27358264 |
158
+ | 0.1187 | 0.3452 | 515 | 1.1461 | 27629248 |
159
+ | 0.1786 | 0.3485 | 520 | 1.1457 | 27898328 |
160
+ | 0.1981 | 0.3519 | 525 | 1.1444 | 28168080 |
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+ | 0.0757 | 0.3552 | 530 | 1.1424 | 28440184 |
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+ | 0.1238 | 0.3586 | 535 | 1.1430 | 28703544 |
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+ | 0.1891 | 0.3619 | 540 | 1.1450 | 28975592 |
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+ | 0.1439 | 0.3653 | 545 | 1.1415 | 29241288 |
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+ | 0.1241 | 0.3686 | 550 | 1.1400 | 29510576 |
166
+ | 0.1831 | 0.3720 | 555 | 1.1479 | 29781256 |
167
+ | 0.1603 | 0.3753 | 560 | 1.1442 | 30044872 |
168
+ | 0.1531 | 0.3787 | 565 | 1.1377 | 30316576 |
169
+ | 0.175 | 0.3820 | 570 | 1.1398 | 30584056 |
170
+ | 0.1243 | 0.3854 | 575 | 1.1465 | 30849976 |
171
+ | 0.1712 | 0.3887 | 580 | 1.1401 | 31116344 |
172
+ | 0.1897 | 0.3921 | 585 | 1.1377 | 31380224 |
173
+ | 0.103 | 0.3954 | 590 | 1.1433 | 31644296 |
174
+ | 0.1598 | 0.3988 | 595 | 1.1441 | 31910880 |
175
+ | 0.0935 | 0.4021 | 600 | 1.1403 | 32180992 |
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+ | 0.149 | 0.4055 | 605 | 1.1398 | 32450976 |
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+ | 0.1138 | 0.4088 | 610 | 1.1395 | 32722640 |
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+ | 0.0941 | 0.4122 | 615 | 1.1385 | 32992768 |
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+ | 0.1376 | 0.4155 | 620 | 1.1382 | 33253680 |
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+ | 0.1818 | 0.4189 | 625 | 1.1366 | 33522208 |
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+ | 0.1314 | 0.4223 | 630 | 1.1411 | 33790624 |
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+ | 0.143 | 0.4256 | 635 | 1.1428 | 34065440 |
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+ | 0.1482 | 0.4290 | 640 | 1.1407 | 34330152 |
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+ | 0.0906 | 0.4323 | 645 | 1.1402 | 34598840 |
185
+ | 0.1593 | 0.4357 | 650 | 1.1370 | 34866552 |
186
+ | 0.1785 | 0.4390 | 655 | 1.1354 | 35140528 |
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+ | 0.1804 | 0.4424 | 660 | 1.1346 | 35405720 |
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+ | 0.1543 | 0.4457 | 665 | 1.1343 | 35675432 |
189
+ | 0.1364 | 0.4491 | 670 | 1.1346 | 35940744 |
190
+ | 0.1464 | 0.4524 | 675 | 1.1355 | 36211864 |
191
+ | 0.1241 | 0.4558 | 680 | 1.1349 | 36476808 |
192
+ | 0.0951 | 0.4591 | 685 | 1.1358 | 36744672 |
193
+ | 0.1708 | 0.4625 | 690 | 1.1336 | 37010368 |
194
+ | 0.1309 | 0.4658 | 695 | 1.1330 | 37280120 |
195
+ | 0.1281 | 0.4692 | 700 | 1.1354 | 37545376 |
196
+ | 0.0862 | 0.4725 | 705 | 1.1368 | 37814296 |
197
+ | 0.1468 | 0.4759 | 710 | 1.1352 | 38083688 |
198
+ | 0.1626 | 0.4792 | 715 | 1.1322 | 38355008 |
199
+ | 0.1875 | 0.4826 | 720 | 1.1290 | 38621384 |
200
+ | 0.2071 | 0.4859 | 725 | 1.1291 | 38893296 |
201
+ | 0.1727 | 0.4893 | 730 | 1.1331 | 39169168 |
202
+ | 0.1585 | 0.4926 | 735 | 1.1320 | 39439888 |
203
+ | 0.1277 | 0.4960 | 740 | 1.1295 | 39708088 |
204
+ | 0.1722 | 0.4993 | 745 | 1.1305 | 39972080 |
205
+ | 0.1461 | 0.5027 | 750 | 1.1309 | 40239712 |
206
+ | 0.1701 | 0.5060 | 755 | 1.1315 | 40504272 |
207
+ | 0.1307 | 0.5094 | 760 | 1.1301 | 40764944 |
208
+ | 0.121 | 0.5127 | 765 | 1.1276 | 41038032 |
209
+ | 0.16 | 0.5161 | 770 | 1.1292 | 41306160 |
210
+ | 0.1852 | 0.5194 | 775 | 1.1274 | 41579224 |
211
+ | 0.1913 | 0.5228 | 780 | 1.1295 | 41848968 |
212
+ | 0.1181 | 0.5261 | 785 | 1.1306 | 42114688 |
213
+ | 0.0728 | 0.5295 | 790 | 1.1271 | 42387872 |
214
+ | 0.1058 | 0.5328 | 795 | 1.1254 | 42654328 |
215
+ | 0.1164 | 0.5362 | 800 | 1.1276 | 42920744 |
216
+ | 0.1113 | 0.5395 | 805 | 1.1273 | 43187368 |
217
+ | 0.1454 | 0.5429 | 810 | 1.1261 | 43450184 |
218
+ | 0.2061 | 0.5462 | 815 | 1.1254 | 43722824 |
219
+ | 0.1736 | 0.5496 | 820 | 1.1248 | 43989960 |
220
+ | 0.2034 | 0.5529 | 825 | 1.1254 | 44259280 |
221
+ | 0.1672 | 0.5563 | 830 | 1.1265 | 44530192 |
222
+ | 0.1496 | 0.5597 | 835 | 1.1248 | 44789728 |
223
+ | 0.1813 | 0.5630 | 840 | 1.1260 | 45057424 |
224
+ | 0.1334 | 0.5664 | 845 | 1.1252 | 45331952 |
225
+ | 0.1284 | 0.5697 | 850 | 1.1225 | 45590128 |
226
+ | 0.1436 | 0.5731 | 855 | 1.1250 | 45863016 |
227
+ | 0.0975 | 0.5764 | 860 | 1.1265 | 46131064 |
228
+ | 0.1654 | 0.5798 | 865 | 1.1237 | 46397936 |
229
+ | 0.1752 | 0.5831 | 870 | 1.1238 | 46670968 |
230
+ | 0.1714 | 0.5865 | 875 | 1.1266 | 46929320 |
231
+ | 0.1759 | 0.5898 | 880 | 1.1235 | 47198392 |
232
+ | 0.204 | 0.5932 | 885 | 1.1227 | 47463024 |
233
+ | 0.1457 | 0.5965 | 890 | 1.1232 | 47731832 |
234
+ | 0.1134 | 0.5999 | 895 | 1.1233 | 47996312 |
235
+ | 0.1137 | 0.6032 | 900 | 1.1233 | 48269520 |
236
+ | 0.1665 | 0.6066 | 905 | 1.1231 | 48540448 |
237
+ | 0.2046 | 0.6099 | 910 | 1.1223 | 48809000 |
238
+ | 0.1132 | 0.6133 | 915 | 1.1230 | 49071056 |
239
+ | 0.139 | 0.6166 | 920 | 1.1239 | 49338560 |
240
+ | 0.1287 | 0.6200 | 925 | 1.1192 | 49606800 |
241
+ | 0.2251 | 0.6233 | 930 | 1.1193 | 49874384 |
242
+ | 0.101 | 0.6267 | 935 | 1.1220 | 50142344 |
243
+ | 0.1121 | 0.6300 | 940 | 1.1198 | 50402984 |
244
+ | 0.1112 | 0.6334 | 945 | 1.1214 | 50671928 |
245
+ | 0.1593 | 0.6367 | 950 | 1.1214 | 50934832 |
246
+ | 0.1577 | 0.6401 | 955 | 1.1190 | 51205280 |
247
+ | 0.1041 | 0.6434 | 960 | 1.1214 | 51473608 |
248
+ | 0.1846 | 0.6468 | 965 | 1.1203 | 51737904 |
249
+ | 0.1015 | 0.6501 | 970 | 1.1193 | 52006464 |
250
+ | 0.146 | 0.6535 | 975 | 1.1209 | 52267624 |
251
+ | 0.1345 | 0.6568 | 980 | 1.1206 | 52531304 |
252
+ | 0.0711 | 0.6602 | 985 | 1.1201 | 52793224 |
253
+ | 0.1453 | 0.6635 | 990 | 1.1193 | 53058696 |
254
+ | 0.1583 | 0.6669 | 995 | 1.1180 | 53320480 |
255
+ | 0.1729 | 0.6702 | 1000 | 1.1202 | 53585272 |
256
+ | 0.1337 | 0.6736 | 1005 | 1.1196 | 53845488 |
257
+ | 0.1435 | 0.6769 | 1010 | 1.1184 | 54113488 |
258
+ | 0.159 | 0.6803 | 1015 | 1.1175 | 54383920 |
259
+ | 0.0812 | 0.6836 | 1020 | 1.1195 | 54654016 |
260
+ | 0.1215 | 0.6870 | 1025 | 1.1188 | 54918328 |
261
+ | 0.1043 | 0.6903 | 1030 | 1.1208 | 55187872 |
262
+ | 0.1295 | 0.6937 | 1035 | 1.1199 | 55453544 |
263
+ | 0.1549 | 0.6971 | 1040 | 1.1181 | 55723880 |
264
+ | 0.0889 | 0.7004 | 1045 | 1.1177 | 55989552 |
265
+ | 0.2117 | 0.7038 | 1050 | 1.1188 | 56259544 |
266
+ | 0.1109 | 0.7071 | 1055 | 1.1190 | 56523424 |
267
+ | 0.192 | 0.7105 | 1060 | 1.1167 | 56795104 |
268
+ | 0.1341 | 0.7138 | 1065 | 1.1158 | 57060504 |
269
+ | 0.1371 | 0.7172 | 1070 | 1.1197 | 57323624 |
270
+ | 0.1697 | 0.7205 | 1075 | 1.1192 | 57594960 |
271
+ | 0.1499 | 0.7239 | 1080 | 1.1152 | 57855808 |
272
+ | 0.1167 | 0.7272 | 1085 | 1.1166 | 58120184 |
273
+ | 0.1635 | 0.7306 | 1090 | 1.1182 | 58392112 |
274
+ | 0.1055 | 0.7339 | 1095 | 1.1175 | 58651496 |
275
+ | 0.1141 | 0.7373 | 1100 | 1.1180 | 58919248 |
276
+ | 0.1839 | 0.7406 | 1105 | 1.1175 | 59191368 |
277
+ | 0.1006 | 0.7440 | 1110 | 1.1165 | 59459688 |
278
+ | 0.0973 | 0.7473 | 1115 | 1.1189 | 59730256 |
279
+ | 0.0743 | 0.7507 | 1120 | 1.1202 | 59992008 |
280
+ | 0.1288 | 0.7540 | 1125 | 1.1167 | 60252768 |
281
+ | 0.1671 | 0.7574 | 1130 | 1.1146 | 60520584 |
282
+ | 0.1495 | 0.7607 | 1135 | 1.1154 | 60790640 |
283
+ | 0.107 | 0.7641 | 1140 | 1.1153 | 61055816 |
284
+ | 0.1913 | 0.7674 | 1145 | 1.1154 | 61313816 |
285
+ | 0.1957 | 0.7708 | 1150 | 1.1171 | 61582952 |
286
+ | 0.1617 | 0.7741 | 1155 | 1.1167 | 61857360 |
287
+ | 0.1426 | 0.7775 | 1160 | 1.1145 | 62129144 |
288
+ | 0.146 | 0.7808 | 1165 | 1.1133 | 62394176 |
289
+ | 0.1061 | 0.7842 | 1170 | 1.1158 | 62662272 |
290
+ | 0.1836 | 0.7875 | 1175 | 1.1186 | 62936744 |
291
+ | 0.2102 | 0.7909 | 1180 | 1.1140 | 63207800 |
292
+ | 0.1363 | 0.7942 | 1185 | 1.1130 | 63476664 |
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+ | 0.1142 | 0.7976 | 1190 | 1.1170 | 63744256 |
294
+ | 0.1063 | 0.8009 | 1195 | 1.1149 | 64015136 |
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+ | 0.1747 | 0.8244 | 1230 | 1.1099 | 65903504 |
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305
+ | 0.1102 | 0.8378 | 1250 | 1.1119 | 66961800 |
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+ | 0.1173 | 0.8412 | 1255 | 1.1114 | 67231456 |
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+
355
+
356
+ ### Framework versions
357
+
358
+ - Transformers 4.44.0
359
+ - Pytorch 2.4.0+cu121
360
+ - Datasets 2.20.0
361
+ - Tokenizers 0.19.1
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