Vasanth / bert_emo_classifier

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 2
30-day runs: 3
Model's Last Updated: July 31 2022
text-classification

Introduction of bert_emo_classifier

Model Details of bert_emo_classifier

bert_emo_classifier

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

  • Loss: 0.2748
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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss
0.9063 0.25 500 0.4845
0.3362 0.5 1000 0.3492
0.2759 0.75 1500 0.2819
0.2521 1.0 2000 0.2464
0.1705 1.25 2500 0.2345
0.1841 1.5 3000 0.2013
0.1428 1.75 3500 0.1926
0.1747 2.0 4000 0.1866
0.1082 2.25 4500 0.2302
0.1142 2.5 5000 0.2118
0.1205 2.75 5500 0.2318
0.1135 3.0 6000 0.2306
0.0803 3.25 6500 0.2625
0.0745 3.5 7000 0.2850
0.085 3.75 7500 0.2719
0.0701 4.0 8000 0.2748
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.12.0+cu113
  • Datasets 2.4.0
  • Tokenizers 0.10.3

Runs of Vasanth bert_emo_classifier on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
3
30-day runs

More Information About bert_emo_classifier huggingface.co Model

More bert_emo_classifier license Visit here:

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

bert_emo_classifier huggingface.co

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

bert_emo_classifier huggingface.co Url

https://huggingface.co/Vasanth/bert_emo_classifier

Vasanth bert_emo_classifier online free

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

Vasanth bert_emo_classifier online free url in huggingface.co:

https://huggingface.co/Vasanth/bert_emo_classifier

bert_emo_classifier install

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

bert_emo_classifier install url in huggingface.co:

https://huggingface.co/Vasanth/bert_emo_classifier

Url of bert_emo_classifier

bert_emo_classifier huggingface.co Url

Provider of bert_emo_classifier huggingface.co

Vasanth
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