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distilbert-base-uncased-finetuned-emotion

Adrian / distilbert-base-uncased-finetuned-emotion

Run on huggingface.co
huggingface.co
Total runs: 6
24-hour runs: -1
7-day runs: 0
30-day runs: -10
Model's Last Updated: April 15 2022
text-classification

Introduction of distilbert-base-uncased-finetuned-emotion

Model Details of distilbert-base-uncased-finetuned-emotion

distilbert-base-uncased-finetuned-emotion

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

  • Loss: 0.2071
  • Accuracy: 0.9275
  • F1: 0.9273
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: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.8153 1.0 250 0.2942 0.9125 0.9102
0.2406 2.0 500 0.2071 0.9275 0.9273
Framework versions
  • Transformers 4.18.0
  • Pytorch 1.11.0
  • Datasets 2.1.0
  • Tokenizers 0.12.1

Runs of Adrian distilbert-base-uncased-finetuned-emotion on huggingface.co

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

More Information About distilbert-base-uncased-finetuned-emotion huggingface.co Model

More distilbert-base-uncased-finetuned-emotion license Visit here:

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

distilbert-base-uncased-finetuned-emotion huggingface.co

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

distilbert-base-uncased-finetuned-emotion huggingface.co Url

https://huggingface.co/Adrian/distilbert-base-uncased-finetuned-emotion

Adrian distilbert-base-uncased-finetuned-emotion online free

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

Adrian distilbert-base-uncased-finetuned-emotion online free url in huggingface.co:

https://huggingface.co/Adrian/distilbert-base-uncased-finetuned-emotion

distilbert-base-uncased-finetuned-emotion install

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

distilbert-base-uncased-finetuned-emotion install url in huggingface.co:

https://huggingface.co/Adrian/distilbert-base-uncased-finetuned-emotion

Url of distilbert-base-uncased-finetuned-emotion

distilbert-base-uncased-finetuned-emotion huggingface.co Url

Provider of distilbert-base-uncased-finetuned-emotion huggingface.co

Adrian
ORGANIZATIONS
huggingface.co

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