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YELP_DistilBERT_5E

Etelis / YELP_DistilBERT_5E

Run on huggingface.co
huggingface.co
Total runs: 18
24-hour runs: 1
7-day runs: 2
30-day runs: -28
Model's Last Updated: November 29 2022
text-classification

Introduction of YELP_DistilBERT_5E

Model Details of YELP_DistilBERT_5E

YELP_DistilBERT_5E

This model is a fine-tuned version of distilbert-base-cased on the yelp_review_full dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1557
  • Accuracy: 0.9667
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6211 0.03 50 0.3873 0.8933
0.3252 0.06 100 0.2181 0.92
0.2241 0.1 150 0.1850 0.94
0.2645 0.13 200 0.1514 0.9467
0.2094 0.16 250 0.1850 0.92
0.2693 0.19 300 0.1504 0.9467
0.2524 0.22 350 0.1479 0.96
0.2538 0.26 400 0.1375 0.94
0.1937 0.29 450 0.1204 0.9467
0.1692 0.32 500 0.1396 0.9533
0.1987 0.35 550 0.1151 0.94
0.207 0.38 600 0.1705 0.94
0.2135 0.42 650 0.1189 0.9467
0.1847 0.45 700 0.1315 0.9533
0.169 0.48 750 0.1407 0.9533
0.1767 0.51 800 0.1675 0.9333
0.1899 0.54 850 0.0913 0.9467
0.1641 0.58 900 0.0954 0.96
0.1765 0.61 950 0.1237 0.9467
0.1663 0.64 1000 0.1029 0.9533
0.1238 0.67 1050 0.1267 0.96
0.2087 0.7 1100 0.1111 0.96
0.1354 0.74 1150 0.0916 0.9667
0.1937 0.77 1200 0.1059 0.96
0.2216 0.8 1250 0.1049 0.9467
0.1788 0.83 1300 0.1472 0.94
0.2138 0.86 1350 0.1234 0.9467
0.1555 0.9 1400 0.1386 0.94
0.1583 0.93 1450 0.1642 0.9467
0.1525 0.96 1500 0.1571 0.94
0.2049 0.99 1550 0.1257 0.9333
0.1266 1.02 1600 0.1677 0.94
0.1282 1.06 1650 0.1307 0.9533
0.1007 1.09 1700 0.1375 0.9533
0.0991 1.12 1750 0.1513 0.9533
0.1211 1.15 1800 0.1229 0.9667
0.1833 1.18 1850 0.1105 0.9733
0.1596 1.22 1900 0.1279 0.9533
0.1172 1.25 1950 0.1124 0.96
0.1137 1.28 2000 0.1407 0.9467
0.1135 1.31 2050 0.1377 0.96
0.096 1.34 2100 0.1022 0.9667
0.1203 1.38 2150 0.1719 0.9467
0.1289 1.41 2200 0.1254 0.9667
0.1392 1.44 2250 0.1086 0.9667
0.1319 1.47 2300 0.1511 0.9467
0.1161 1.5 2350 0.1758 0.9467
0.1402 1.54 2400 0.1369 0.96
0.1433 1.57 2450 0.1495 0.9667
0.1882 1.6 2500 0.1186 0.9467
0.1474 1.63 2550 0.1249 0.9533
0.0937 1.66 2600 0.1390 0.96
0.1231 1.7 2650 0.1467 0.96
0.1485 1.73 2700 0.1602 0.9533
0.1683 1.76 2750 0.1884 0.9533
0.1141 1.79 2800 0.1634 0.96
0.1351 1.82 2850 0.1212 0.9733
0.1298 1.86 2900 0.1224 0.96
0.1616 1.89 2950 0.1241 0.96
0.1159 1.92 3000 0.1532 0.9533
0.1101 1.95 3050 0.1105 0.96
0.0779 1.98 3100 0.1334 0.9533
0.1427 2.02 3150 0.1026 0.9733
0.0673 2.05 3200 0.1231 0.96
0.0901 2.08 3250 0.1077 0.9733
0.0532 2.11 3300 0.1385 0.9467
0.0984 2.14 3350 0.1432 0.9467
0.1006 2.18 3400 0.1183 0.9667
0.067 2.21 3450 0.1533 0.9533
0.0901 2.24 3500 0.1314 0.9733
0.0644 2.27 3550 0.1354 0.9667
0.076 2.3 3600 0.1548 0.96
0.0932 2.34 3650 0.1624 0.9667
0.0777 2.37 3700 0.1878 0.9533
0.106 2.4 3750 0.1721 0.96
0.0621 2.43 3800 0.1470 0.9667
0.0919 2.46 3850 0.1478 0.96
0.091 2.5 3900 0.1371 0.9667
0.0912 2.53 3950 0.1467 0.9667
0.0775 2.56 4000 0.1289 0.9733
0.1053 2.59 4050 0.1107 0.9733
0.063 2.62 4100 0.1031 0.9733
0.0859 2.66 4150 0.0953 0.98
0.084 2.69 4200 0.1216 0.9733
0.1215 2.72 4250 0.1025 0.9733
0.0675 2.75 4300 0.0992 0.9667
0.0608 2.78 4350 0.1288 0.96
0.0965 2.82 4400 0.1179 0.9667
0.061 2.85 4450 0.1178 0.9733
0.0821 2.88 4500 0.1188 0.9733
0.0802 2.91 4550 0.1423 0.9667
0.0901 2.94 4600 0.1367 0.96
0.1069 2.98 4650 0.1118 0.9733
0.0653 3.01 4700 0.1359 0.9533
0.0577 3.04 4750 0.1046 0.9667
0.0467 3.07 4800 0.1366 0.96
0.041 3.1 4850 0.1276 0.9667
0.0585 3.13 4900 0.1426 0.9667
0.0635 3.17 4950 0.1571 0.96
0.0395 3.2 5000 0.1527 0.96
0.034 3.23 5050 0.1323 0.9667
0.0405 3.26 5100 0.1377 0.96
0.0306 3.29 5150 0.1526 0.9667
0.0471 3.33 5200 0.1419 0.9667
0.0646 3.36 5250 0.1459 0.9667
0.0508 3.39 5300 0.1312 0.9667
0.0593 3.42 5350 0.1483 0.96
0.05 3.45 5400 0.1076 0.9733
0.0559 3.49 5450 0.1412 0.9667
0.0614 3.52 5500 0.1597 0.9667
0.0691 3.55 5550 0.1656 0.96
0.0472 3.58 5600 0.1556 0.9667
0.055 3.61 5650 0.1347 0.9667
0.0564 3.65 5700 0.1424 0.96
0.0567 3.68 5750 0.1448 0.9733
0.0645 3.71 5800 0.1290 0.9667
0.0361 3.74 5850 0.1367 0.9667
0.0546 3.77 5900 0.1406 0.9667
0.043 3.81 5950 0.1337 0.96
0.0148 3.84 6000 0.1475 0.9533
0.0922 3.87 6050 0.1318 0.9733
0.0671 3.9 6100 0.1446 0.9733
0.0295 3.93 6150 0.1217 0.9733
0.0503 3.97 6200 0.1133 0.9733
0.0457 4.0 6250 0.1145 0.9733
0.0487 4.03 6300 0.1119 0.9733
0.0491 4.06 6350 0.1274 0.9667
0.0417 4.09 6400 0.1377 0.9733
0.0595 4.13 6450 0.1271 0.9733
0.035 4.16 6500 0.1183 0.9733
0.0482 4.19 6550 0.1153 0.9733
0.0196 4.22 6600 0.1388 0.9733
0.028 4.25 6650 0.1310 0.9733
0.0193 4.29 6700 0.1460 0.9667
0.0233 4.32 6750 0.1233 0.9733
0.0316 4.35 6800 0.1220 0.9667
0.0132 4.38 6850 0.1350 0.9533
0.0415 4.41 6900 0.1547 0.9667
0.0157 4.45 6950 0.1562 0.9667
0.0186 4.48 7000 0.1424 0.9667
0.0012 4.51 7050 0.1421 0.9667
0.0223 4.54 7100 0.1475 0.9733
0.0455 4.57 7150 0.1457 0.96
0.0571 4.61 7200 0.1559 0.9667
0.0305 4.64 7250 0.1614 0.9667
0.0457 4.67 7300 0.1691 0.9667
0.022 4.7 7350 0.1622 0.9667
0.0338 4.73 7400 0.1560 0.9667
0.0365 4.77 7450 0.1553 0.9667
0.025 4.8 7500 0.1512 0.9667
0.0441 4.83 7550 0.1550 0.9667
0.0363 4.86 7600 0.1564 0.9667
0.0188 4.89 7650 0.1553 0.9667
0.0427 4.93 7700 0.1572 0.9733
0.0362 4.96 7750 0.1568 0.9667
0.0115 4.99 7800 0.1557 0.9667
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.3.2
  • Tokenizers 0.13.2

Runs of Etelis YELP_DistilBERT_5E on huggingface.co

18
Total runs
1
24-hour runs
2
3-day runs
2
7-day runs
-28
30-day runs

More Information About YELP_DistilBERT_5E huggingface.co Model

More YELP_DistilBERT_5E license Visit here:

https://choosealicense.com/licenses/apache-2.0

YELP_DistilBERT_5E huggingface.co

YELP_DistilBERT_5E huggingface.co is an AI model on huggingface.co that provides YELP_DistilBERT_5E's model effect (), which can be used instantly with this Etelis YELP_DistilBERT_5E model. huggingface.co supports a free trial of the YELP_DistilBERT_5E model, and also provides paid use of the YELP_DistilBERT_5E. Support call YELP_DistilBERT_5E model through api, including Node.js, Python, http.

YELP_DistilBERT_5E huggingface.co Url

https://huggingface.co/Etelis/YELP_DistilBERT_5E

Etelis YELP_DistilBERT_5E online free

YELP_DistilBERT_5E huggingface.co is an online trial and call api platform, which integrates YELP_DistilBERT_5E's modeling effects, including api services, and provides a free online trial of YELP_DistilBERT_5E, you can try YELP_DistilBERT_5E online for free by clicking the link below.

Etelis YELP_DistilBERT_5E online free url in huggingface.co:

https://huggingface.co/Etelis/YELP_DistilBERT_5E

YELP_DistilBERT_5E install

YELP_DistilBERT_5E is an open source model from GitHub that offers a free installation service, and any user can find YELP_DistilBERT_5E on GitHub to install. At the same time, huggingface.co provides the effect of YELP_DistilBERT_5E install, users can directly use YELP_DistilBERT_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

YELP_DistilBERT_5E install url in huggingface.co:

https://huggingface.co/Etelis/YELP_DistilBERT_5E

Url of YELP_DistilBERT_5E

YELP_DistilBERT_5E huggingface.co Url

Provider of YELP_DistilBERT_5E huggingface.co

Etelis
ORGANIZATIONS
huggingface.co

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