SetFit / distilbert-base-uncased__subj__train-8-1

huggingface.co
Total runs: 8
24-hour runs: -1
7-day runs: -2
30-day runs: -12
Model's Last Updated: February 10 2022
text-classification

Introduction of distilbert-base-uncased__subj__train-8-1

Model Details of distilbert-base-uncased__subj__train-8-1

distilbert-base-uncased__subj__train-8-1

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5488
  • Accuracy: 0.791
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: 2e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.703 1.0 3 0.6906 0.5
0.666 2.0 6 0.6945 0.25
0.63 3.0 9 0.6885 0.5
0.588 4.0 12 0.6888 0.25
0.5181 5.0 15 0.6899 0.25
0.4508 6.0 18 0.6770 0.5
0.4025 7.0 21 0.6579 0.5
0.3361 8.0 24 0.6392 0.5
0.2919 9.0 27 0.6113 0.5
0.2151 10.0 30 0.5774 0.75
0.1728 11.0 33 0.5248 0.75
0.1313 12.0 36 0.4824 0.75
0.1046 13.0 39 0.4456 0.75
0.0858 14.0 42 0.4076 0.75
0.0679 15.0 45 0.3755 0.75
0.0485 16.0 48 0.3422 0.75
0.0416 17.0 51 0.3055 0.75
0.0358 18.0 54 0.2731 1.0
0.0277 19.0 57 0.2443 1.0
0.0234 20.0 60 0.2187 1.0
0.0223 21.0 63 0.1960 1.0
0.0187 22.0 66 0.1762 1.0
0.017 23.0 69 0.1629 1.0
0.0154 24.0 72 0.1543 1.0
0.0164 25.0 75 0.1476 1.0
0.0131 26.0 78 0.1423 1.0
0.0139 27.0 81 0.1387 1.0
0.0107 28.0 84 0.1360 1.0
0.0108 29.0 87 0.1331 1.0
0.0105 30.0 90 0.1308 1.0
0.0106 31.0 93 0.1276 1.0
0.0104 32.0 96 0.1267 1.0
0.0095 33.0 99 0.1255 1.0
0.0076 34.0 102 0.1243 1.0
0.0094 35.0 105 0.1235 1.0
0.0103 36.0 108 0.1228 1.0
0.0086 37.0 111 0.1231 1.0
0.0094 38.0 114 0.1236 1.0
0.0074 39.0 117 0.1240 1.0
0.0085 40.0 120 0.1246 1.0
0.0079 41.0 123 0.1253 1.0
0.0088 42.0 126 0.1248 1.0
0.0082 43.0 129 0.1244 1.0
0.0082 44.0 132 0.1234 1.0
0.0082 45.0 135 0.1223 1.0
0.0071 46.0 138 0.1212 1.0
0.0073 47.0 141 0.1208 1.0
0.0081 48.0 144 0.1205 1.0
0.0067 49.0 147 0.1202 1.0
0.0077 50.0 150 0.1202 1.0
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2
  • Tokenizers 0.10.3

Runs of SetFit distilbert-base-uncased__subj__train-8-1 on huggingface.co

8
Total runs
-1
24-hour runs
-3
3-day runs
-2
7-day runs
-12
30-day runs

More Information About distilbert-base-uncased__subj__train-8-1 huggingface.co Model

More distilbert-base-uncased__subj__train-8-1 license Visit here:

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

distilbert-base-uncased__subj__train-8-1 huggingface.co

distilbert-base-uncased__subj__train-8-1 huggingface.co is an AI model on huggingface.co that provides distilbert-base-uncased__subj__train-8-1's model effect (), which can be used instantly with this SetFit distilbert-base-uncased__subj__train-8-1 model. huggingface.co supports a free trial of the distilbert-base-uncased__subj__train-8-1 model, and also provides paid use of the distilbert-base-uncased__subj__train-8-1. Support call distilbert-base-uncased__subj__train-8-1 model through api, including Node.js, Python, http.

distilbert-base-uncased__subj__train-8-1 huggingface.co Url

https://huggingface.co/SetFit/distilbert-base-uncased__subj__train-8-1

SetFit distilbert-base-uncased__subj__train-8-1 online free

distilbert-base-uncased__subj__train-8-1 huggingface.co is an online trial and call api platform, which integrates distilbert-base-uncased__subj__train-8-1's modeling effects, including api services, and provides a free online trial of distilbert-base-uncased__subj__train-8-1, you can try distilbert-base-uncased__subj__train-8-1 online for free by clicking the link below.

SetFit distilbert-base-uncased__subj__train-8-1 online free url in huggingface.co:

https://huggingface.co/SetFit/distilbert-base-uncased__subj__train-8-1

distilbert-base-uncased__subj__train-8-1 install

distilbert-base-uncased__subj__train-8-1 is an open source model from GitHub that offers a free installation service, and any user can find distilbert-base-uncased__subj__train-8-1 on GitHub to install. At the same time, huggingface.co provides the effect of distilbert-base-uncased__subj__train-8-1 install, users can directly use distilbert-base-uncased__subj__train-8-1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

distilbert-base-uncased__subj__train-8-1 install url in huggingface.co:

https://huggingface.co/SetFit/distilbert-base-uncased__subj__train-8-1

Url of distilbert-base-uncased__subj__train-8-1

distilbert-base-uncased__subj__train-8-1 huggingface.co Url

Provider of distilbert-base-uncased__subj__train-8-1 huggingface.co

SetFit
ORGANIZATIONS

Other API from SetFit