TehranNLP-org / electra-base-sst2

huggingface.co
Total runs: 27
24-hour runs: 0
7-day runs: 5
30-day runs: 16
Model's Last Updated: May 04 2022
text-classification

Introduction of electra-base-sst2

Model Details of electra-base-sst2

SEED0042

This model is a fine-tuned version of google/electra-base-discriminator on the SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1754
  • Accuracy: 0.9507
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
No log 1.0 2105 0.2056 0.9358
0.2549 2.0 4210 0.1850 0.9438
0.1162 3.0 6315 0.1754 0.9507
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-sst2 on huggingface.co

27
Total runs
0
24-hour runs
0
3-day runs
5
7-day runs
16
30-day runs

More Information About electra-base-sst2 huggingface.co Model

More electra-base-sst2 license Visit here:

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

electra-base-sst2 huggingface.co

electra-base-sst2 huggingface.co is an AI model on huggingface.co that provides electra-base-sst2's model effect (), which can be used instantly with this TehranNLP-org electra-base-sst2 model. huggingface.co supports a free trial of the electra-base-sst2 model, and also provides paid use of the electra-base-sst2. Support call electra-base-sst2 model through api, including Node.js, Python, http.

TehranNLP-org electra-base-sst2 online free

electra-base-sst2 huggingface.co is an online trial and call api platform, which integrates electra-base-sst2's modeling effects, including api services, and provides a free online trial of electra-base-sst2, you can try electra-base-sst2 online for free by clicking the link below.

TehranNLP-org electra-base-sst2 online free url in huggingface.co:

https://huggingface.co/TehranNLP-org/electra-base-sst2

electra-base-sst2 install

electra-base-sst2 is an open source model from GitHub that offers a free installation service, and any user can find electra-base-sst2 on GitHub to install. At the same time, huggingface.co provides the effect of electra-base-sst2 install, users can directly use electra-base-sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

electra-base-sst2 install url in huggingface.co:

https://huggingface.co/TehranNLP-org/electra-base-sst2

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