SetFit / deberta-v3-base__sst2__all-train

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: 4
30-day runs: -16
Model's Last Updated: February 08 2022
text-classification

Introduction of deberta-v3-base__sst2__all-train

Model Details of deberta-v3-base__sst2__all-train

deberta-v3-base__sst2__all-train

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: 0.6964
  • Accuracy: 0.49
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: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 7 0.6964 0.49
No log 2.0 14 0.7010 0.49
No log 3.0 21 0.7031 0.49
No log 4.0 28 0.7054 0.49
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2
  • Tokenizers 0.10.3

Runs of SetFit deberta-v3-base__sst2__all-train on huggingface.co

14
Total runs
0
24-hour runs
1
3-day runs
4
7-day runs
-16
30-day runs

More Information About deberta-v3-base__sst2__all-train huggingface.co Model

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deberta-v3-base__sst2__all-train huggingface.co

deberta-v3-base__sst2__all-train huggingface.co is an AI model on huggingface.co that provides deberta-v3-base__sst2__all-train's model effect (), which can be used instantly with this SetFit deberta-v3-base__sst2__all-train model. huggingface.co supports a free trial of the deberta-v3-base__sst2__all-train model, and also provides paid use of the deberta-v3-base__sst2__all-train. Support call deberta-v3-base__sst2__all-train model through api, including Node.js, Python, http.

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deberta-v3-base__sst2__all-train install

deberta-v3-base__sst2__all-train is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-base__sst2__all-train on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-base__sst2__all-train install, users can directly use deberta-v3-base__sst2__all-train installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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