mrm8488 / deberta-v3-base-goemotions

huggingface.co
Total runs: 28
24-hour runs: 0
7-day runs: 0
30-day runs: 18
Model's Last Updated: December 29 2021
text-classification

Introduction of deberta-v3-base-goemotions

Model Details of deberta-v3-base-goemotions

deberta-v3-base-goemotions

This model is a fine-tuned version of microsoft/deberta-v3-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.7610
  • F1: 0.4468
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: 5
Training results
Training Loss Epoch Step Validation Loss F1
1.5709 1.0 6164 1.5211 0.4039
1.3689 2.0 12328 1.5466 0.4198
1.1819 3.0 18492 1.5670 0.4520
1.0059 4.0 24656 1.6673 0.4479
0.8129 5.0 30820 1.7610 0.4468
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of mrm8488 deberta-v3-base-goemotions on huggingface.co

28
Total runs
0
24-hour runs
-2
3-day runs
0
7-day runs
18
30-day runs

More Information About deberta-v3-base-goemotions huggingface.co Model

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deberta-v3-base-goemotions huggingface.co

deberta-v3-base-goemotions huggingface.co is an AI model on huggingface.co that provides deberta-v3-base-goemotions's model effect (), which can be used instantly with this mrm8488 deberta-v3-base-goemotions model. huggingface.co supports a free trial of the deberta-v3-base-goemotions model, and also provides paid use of the deberta-v3-base-goemotions. Support call deberta-v3-base-goemotions model through api, including Node.js, Python, http.

deberta-v3-base-goemotions huggingface.co Url

https://huggingface.co/mrm8488/deberta-v3-base-goemotions

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deberta-v3-base-goemotions install

deberta-v3-base-goemotions is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-base-goemotions on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-base-goemotions install, users can directly use deberta-v3-base-goemotions installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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