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amazonPolarity_ALBERT_5E

Etelis / amazonPolarity_ALBERT_5E

Run on huggingface.co
huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: -5
Model's Last Updated: November 02 2022
text-classification

Introduction of amazonPolarity_ALBERT_5E

Model Details of amazonPolarity_ALBERT_5E

amazonPolarity_ALBERT_5E

This model is a fine-tuned version of albert-base-v2 on the amazon_polarity dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2404
  • Accuracy: 0.9533
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: 32
  • 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
0.43 0.05 50 0.4090 0.8467
0.2597 0.11 100 0.3132 0.8933
0.2517 0.16 150 0.2642 0.9
0.2218 0.21 200 0.1973 0.9333
0.21 0.27 250 0.2880 0.88
0.2076 0.32 300 0.2646 0.8933
0.2219 0.37 350 0.2053 0.94
0.2086 0.43 400 0.2122 0.92
0.1725 0.48 450 0.2145 0.92
0.2074 0.53 500 0.2174 0.9267
0.1966 0.59 550 0.2013 0.9467
0.1777 0.64 600 0.2352 0.9133
0.1695 0.69 650 0.2965 0.9133
0.177 0.75 700 0.2204 0.94
0.187 0.8 750 0.2328 0.9133
0.1721 0.85 800 0.1713 0.9267
0.1747 0.91 850 0.2365 0.9
0.1627 0.96 900 0.2202 0.9267
0.1421 1.01 950 0.2681 0.9133
0.1516 1.07 1000 0.2116 0.9333
0.1196 1.12 1050 0.1885 0.94
0.1444 1.17 1100 0.2121 0.9267
0.1198 1.23 1150 0.2335 0.9333
0.1474 1.28 1200 0.2348 0.9067
0.125 1.33 1250 0.2401 0.9267
0.117 1.39 1300 0.2041 0.9467
0.114 1.44 1350 0.1985 0.9467
0.1293 1.49 1400 0.1891 0.9533
0.1231 1.55 1450 0.2168 0.9467
0.1306 1.6 1500 0.2097 0.94
0.1449 1.65 1550 0.1790 0.9333
0.132 1.71 1600 0.1838 0.9333
0.124 1.76 1650 0.1890 0.94
0.1419 1.81 1700 0.1575 0.9533
0.139 1.87 1750 0.1794 0.94
0.1171 1.92 1800 0.1981 0.9533
0.1343 1.97 1850 0.1539 0.96
0.0924 2.03 1900 0.1875 0.9533
0.0662 2.08 1950 0.2658 0.9467
0.1024 2.13 2000 0.1869 0.9467
0.1051 2.19 2050 0.1967 0.94
0.1047 2.24 2100 0.1625 0.9533
0.0972 2.29 2150 0.1754 0.9533
0.0885 2.35 2200 0.1831 0.94
0.0999 2.4 2250 0.1830 0.9533
0.0628 2.45 2300 0.1663 0.96
0.0957 2.51 2350 0.1708 0.9467
0.0864 2.56 2400 0.1977 0.9467
0.0752 2.61 2450 0.2427 0.9467
0.0913 2.67 2500 0.2325 0.94
0.139 2.72 2550 0.1470 0.96
0.0839 2.77 2600 0.2193 0.94
0.1045 2.83 2650 0.1672 0.9533
0.0775 2.88 2700 0.1782 0.96
0.0909 2.93 2750 0.2241 0.94
0.1182 2.99 2800 0.1942 0.9533
0.0721 3.04 2850 0.1774 0.9533
0.0562 3.09 2900 0.1877 0.9467
0.0613 3.14 2950 0.1576 0.96
0.0433 3.2 3000 0.2294 0.9467
0.0743 3.25 3050 0.2050 0.9533
0.0568 3.3 3100 0.1770 0.9667
0.0785 3.36 3150 0.1732 0.96
0.0434 3.41 3200 0.2130 0.9533
0.0534 3.46 3250 0.1902 0.9667
0.0748 3.52 3300 0.2082 0.9333
0.0691 3.57 3350 0.1820 0.96
0.0493 3.62 3400 0.1933 0.9533
0.0388 3.68 3450 0.2319 0.94
0.0649 3.73 3500 0.2071 0.94
0.0369 3.78 3550 0.2092 0.9533
0.0381 3.84 3600 0.2171 0.9533
0.0461 3.89 3650 0.2430 0.9467
0.0682 3.94 3700 0.2372 0.9467
0.0438 4.0 3750 0.2335 0.9467
0.0293 4.05 3800 0.2337 0.9533
0.0313 4.1 3850 0.2349 0.9467
0.0467 4.16 3900 0.2806 0.94
0.0243 4.21 3950 0.2493 0.94
0.0409 4.26 4000 0.2460 0.9533
0.041 4.32 4050 0.2550 0.9533
0.0319 4.37 4100 0.2438 0.9533
0.0457 4.42 4150 0.2469 0.9533
0.0343 4.48 4200 0.2298 0.9533
0.0464 4.53 4250 0.2555 0.9467
0.0289 4.58 4300 0.2486 0.9533
0.0416 4.64 4350 0.2539 0.9533
0.0422 4.69 4400 0.2534 0.9533
0.037 4.74 4450 0.2492 0.9467
0.0387 4.8 4500 0.2406 0.9533
0.0472 4.85 4550 0.2411 0.9533
0.0404 4.9 4600 0.2419 0.9533
0.0267 4.96 4650 0.2404 0.9533
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.6.1
  • Tokenizers 0.13.1

Runs of Etelis amazonPolarity_ALBERT_5E on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
-5
30-day runs

More Information About amazonPolarity_ALBERT_5E huggingface.co Model

More amazonPolarity_ALBERT_5E license Visit here:

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

amazonPolarity_ALBERT_5E huggingface.co

amazonPolarity_ALBERT_5E huggingface.co is an AI model on huggingface.co that provides amazonPolarity_ALBERT_5E's model effect (), which can be used instantly with this Etelis amazonPolarity_ALBERT_5E model. huggingface.co supports a free trial of the amazonPolarity_ALBERT_5E model, and also provides paid use of the amazonPolarity_ALBERT_5E. Support call amazonPolarity_ALBERT_5E model through api, including Node.js, Python, http.

amazonPolarity_ALBERT_5E huggingface.co Url

https://huggingface.co/Etelis/amazonPolarity_ALBERT_5E

Etelis amazonPolarity_ALBERT_5E online free

amazonPolarity_ALBERT_5E huggingface.co is an online trial and call api platform, which integrates amazonPolarity_ALBERT_5E's modeling effects, including api services, and provides a free online trial of amazonPolarity_ALBERT_5E, you can try amazonPolarity_ALBERT_5E online for free by clicking the link below.

Etelis amazonPolarity_ALBERT_5E online free url in huggingface.co:

https://huggingface.co/Etelis/amazonPolarity_ALBERT_5E

amazonPolarity_ALBERT_5E install

amazonPolarity_ALBERT_5E is an open source model from GitHub that offers a free installation service, and any user can find amazonPolarity_ALBERT_5E on GitHub to install. At the same time, huggingface.co provides the effect of amazonPolarity_ALBERT_5E install, users can directly use amazonPolarity_ALBERT_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

amazonPolarity_ALBERT_5E install url in huggingface.co:

https://huggingface.co/Etelis/amazonPolarity_ALBERT_5E

Url of amazonPolarity_ALBERT_5E

amazonPolarity_ALBERT_5E huggingface.co Url

Provider of amazonPolarity_ALBERT_5E huggingface.co

Etelis
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