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TSE_DistilBERT_5E

Etelis / TSE_DistilBERT_5E

Run on huggingface.co
huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: -1
30-day runs: -10
Model's Last Updated: November 10 2022
text-classification

Introduction of TSE_DistilBERT_5E

Model Details of TSE_DistilBERT_5E

TSE_DistilBERT_5E

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

  • Loss: 0.3301
  • Accuracy: 0.9333
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
0.6534 0.06 50 0.5269 0.8333
0.3926 0.12 100 0.2674 0.9133
0.275 0.17 150 0.2063 0.94
0.2341 0.23 200 0.1896 0.9333
0.2436 0.29 250 0.2132 0.9133
0.2561 0.35 300 0.2474 0.9
0.2536 0.4 350 0.2092 0.9267
0.2048 0.46 400 0.2135 0.92
0.2119 0.52 450 0.2382 0.9133
0.2152 0.58 500 0.2322 0.9267
0.2072 0.63 550 0.2182 0.9333
0.2134 0.69 600 0.2457 0.9133
0.2093 0.75 650 0.2476 0.92
0.2145 0.81 700 0.2489 0.9267
0.2191 0.87 750 0.2374 0.9267
0.2198 0.92 800 0.2347 0.92
0.2126 0.98 850 0.2015 0.9467
0.1373 1.04 900 0.2246 0.9467
0.1367 1.1 950 0.2875 0.9133
0.1726 1.15 1000 0.2641 0.94
0.1968 1.21 1050 0.2653 0.9333
0.1607 1.27 1100 0.2323 0.94
0.1437 1.33 1150 0.2900 0.9267
0.1707 1.38 1200 0.2430 0.94
0.1174 1.44 1250 0.2553 0.94
0.1662 1.5 1300 0.2442 0.9467
0.1374 1.56 1350 0.2365 0.9467
0.1632 1.61 1400 0.2794 0.9133
0.1558 1.67 1450 0.2428 0.94
0.1717 1.73 1500 0.2380 0.92
0.1301 1.79 1550 0.2006 0.94
0.1757 1.85 1600 0.2327 0.9467
0.1997 1.9 1650 0.2160 0.94
0.1611 1.96 1700 0.2797 0.92
0.1638 2.02 1750 0.2433 0.9333
0.1041 2.08 1800 0.2389 0.94
0.1172 2.13 1850 0.2381 0.9467
0.1332 2.19 1900 0.2650 0.94
0.1299 2.25 1950 0.2869 0.9333
0.0992 2.31 2000 0.2308 0.9533
0.1012 2.36 2050 0.2552 0.9467
0.0948 2.42 2100 0.2823 0.9267
0.1081 2.48 2150 0.2634 0.9467
0.1157 2.54 2200 0.2864 0.9333
0.1154 2.6 2250 0.2987 0.9267
0.1259 2.65 2300 0.2879 0.9333
0.1084 2.71 2350 0.2661 0.94
0.1342 2.77 2400 0.2711 0.94
0.12 2.83 2450 0.2362 0.9467
0.0839 2.88 2500 0.2712 0.9333
0.1546 2.94 2550 0.2433 0.9467
0.1321 3.0 2600 0.2421 0.9467
0.101 3.06 2650 0.2820 0.9333
0.061 3.11 2700 0.2990 0.9267
0.0608 3.17 2750 0.2512 0.9467
0.0983 3.23 2800 0.3033 0.9333
0.0806 3.29 2850 0.2621 0.9467
0.0788 3.34 2900 0.2672 0.9467
0.0827 3.4 2950 0.2797 0.9467
0.0912 3.46 3000 0.2802 0.9467
0.0771 3.52 3050 0.2693 0.9467
0.0842 3.58 3100 0.2758 0.9467
0.086 3.63 3150 0.2921 0.9333
0.1102 3.69 3200 0.3066 0.9333
0.1124 3.75 3250 0.2808 0.9333
0.0762 3.81 3300 0.2863 0.94
0.074 3.86 3350 0.3159 0.9333
0.062 3.92 3400 0.2977 0.9333
0.1027 3.98 3450 0.3449 0.9267
0.0734 4.04 3500 0.3165 0.9333
0.0375 4.09 3550 0.2960 0.9333
0.0377 4.15 3600 0.3245 0.9333
0.0661 4.21 3650 0.3262 0.9333
0.079 4.27 3700 0.3085 0.9333
0.0801 4.33 3750 0.3219 0.9333
0.0865 4.38 3800 0.3336 0.9267
0.058 4.44 3850 0.3083 0.9333
0.0689 4.5 3900 0.3351 0.9267
0.0345 4.56 3950 0.3412 0.9267
0.0557 4.61 4000 0.3236 0.9333
0.0758 4.67 4050 0.3224 0.9333
0.0682 4.73 4100 0.3241 0.9333
0.0534 4.79 4150 0.3349 0.9333
0.0707 4.84 4200 0.3254 0.9333
0.0672 4.9 4250 0.3277 0.9333
0.1033 4.96 4300 0.3301 0.9333
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.3.2
  • Tokenizers 0.13.1

Runs of Etelis TSE_DistilBERT_5E on huggingface.co

6
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
-10
30-day runs

More Information About TSE_DistilBERT_5E huggingface.co Model

More TSE_DistilBERT_5E license Visit here:

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

TSE_DistilBERT_5E huggingface.co

TSE_DistilBERT_5E huggingface.co is an AI model on huggingface.co that provides TSE_DistilBERT_5E's model effect (), which can be used instantly with this Etelis TSE_DistilBERT_5E model. huggingface.co supports a free trial of the TSE_DistilBERT_5E model, and also provides paid use of the TSE_DistilBERT_5E. Support call TSE_DistilBERT_5E model through api, including Node.js, Python, http.

TSE_DistilBERT_5E huggingface.co Url

https://huggingface.co/Etelis/TSE_DistilBERT_5E

Etelis TSE_DistilBERT_5E online free

TSE_DistilBERT_5E huggingface.co is an online trial and call api platform, which integrates TSE_DistilBERT_5E's modeling effects, including api services, and provides a free online trial of TSE_DistilBERT_5E, you can try TSE_DistilBERT_5E online for free by clicking the link below.

Etelis TSE_DistilBERT_5E online free url in huggingface.co:

https://huggingface.co/Etelis/TSE_DistilBERT_5E

TSE_DistilBERT_5E install

TSE_DistilBERT_5E is an open source model from GitHub that offers a free installation service, and any user can find TSE_DistilBERT_5E on GitHub to install. At the same time, huggingface.co provides the effect of TSE_DistilBERT_5E install, users can directly use TSE_DistilBERT_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TSE_DistilBERT_5E install url in huggingface.co:

https://huggingface.co/Etelis/TSE_DistilBERT_5E

Url of TSE_DistilBERT_5E

TSE_DistilBERT_5E huggingface.co Url

Provider of TSE_DistilBERT_5E huggingface.co

Etelis
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huggingface.co

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