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cat_2_classifier

chuuhtetnaing / cat_2_classifier

Run on huggingface.co
huggingface.co
Total runs: 107
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: July 11 2024
text-classification

Introduction of cat_2_classifier

Model Details of cat_2_classifier

cat_2_classifier

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

  • Loss: 1.4909
  • Accuracy: 0.8231
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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.8619 1.0 1489 0.6702 0.7819
0.6055 2.0 2978 0.5732 0.8031
0.4928 3.0 4467 0.5505 0.8209
0.397 4.0 5956 0.5604 0.8125
0.3121 5.0 7445 0.6099 0.8262
0.2427 6.0 8934 0.6541 0.8152
0.1971 7.0 10423 0.7778 0.8193
0.1408 8.0 11912 0.8617 0.8246
0.1259 9.0 13401 0.9893 0.8141
0.0889 10.0 14890 1.0761 0.8201
0.0619 11.0 16379 1.1579 0.8171
0.0615 12.0 17868 1.2634 0.8243
0.0443 13.0 19357 1.2942 0.8197
0.042 14.0 20846 1.4132 0.8175
0.0259 15.0 22335 1.3641 0.8205
0.0228 16.0 23824 1.4526 0.8186
0.0208 17.0 25313 1.4841 0.8280
0.0123 18.0 26802 1.4679 0.8239
0.0101 19.0 28291 1.5019 0.8269
0.0099 20.0 29780 1.4909 0.8231
Framework versions
  • Transformers 4.42.3
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of chuuhtetnaing cat_2_classifier on huggingface.co

107
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About cat_2_classifier huggingface.co Model

More cat_2_classifier license Visit here:

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

cat_2_classifier huggingface.co

cat_2_classifier huggingface.co is an AI model on huggingface.co that provides cat_2_classifier's model effect (), which can be used instantly with this chuuhtetnaing cat_2_classifier model. huggingface.co supports a free trial of the cat_2_classifier model, and also provides paid use of the cat_2_classifier. Support call cat_2_classifier model through api, including Node.js, Python, http.

cat_2_classifier huggingface.co Url

https://huggingface.co/chuuhtetnaing/cat_2_classifier

chuuhtetnaing cat_2_classifier online free

cat_2_classifier huggingface.co is an online trial and call api platform, which integrates cat_2_classifier's modeling effects, including api services, and provides a free online trial of cat_2_classifier, you can try cat_2_classifier online for free by clicking the link below.

chuuhtetnaing cat_2_classifier online free url in huggingface.co:

https://huggingface.co/chuuhtetnaing/cat_2_classifier

cat_2_classifier install

cat_2_classifier is an open source model from GitHub that offers a free installation service, and any user can find cat_2_classifier on GitHub to install. At the same time, huggingface.co provides the effect of cat_2_classifier install, users can directly use cat_2_classifier installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

cat_2_classifier install url in huggingface.co:

https://huggingface.co/chuuhtetnaing/cat_2_classifier

Url of cat_2_classifier

Provider of cat_2_classifier huggingface.co

chuuhtetnaing
ORGANIZATIONS
huggingface.co

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