TehranNLP-org / electra-base-mnli

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: -2
30-day runs: 7
Model's Last Updated: May 04 2022
text-classification

Introduction of electra-base-mnli

Model Details of electra-base-mnli

SEED0042

This model is a fine-tuned version of google/electra-base-discriminator on the MNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4265
  • Accuracy: 0.8879
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: 3e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • distributed_type: not_parallel
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 2000
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.3762 1.0 12272 0.3312 0.8794
0.2542 2.0 24544 0.3467 0.8843
0.1503 3.0 36816 0.4265 0.8879
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.10.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.11.6

Runs of TehranNLP-org electra-base-mnli on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
7
30-day runs

More Information About electra-base-mnli huggingface.co Model

More electra-base-mnli license Visit here:

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

electra-base-mnli huggingface.co

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https://huggingface.co/TehranNLP-org/electra-base-mnli

electra-base-mnli install

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

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https://huggingface.co/TehranNLP-org/electra-base-mnli

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