ajrayman / populism_binary

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: -4
30-day runs: -4
Model's Last Updated: December 10 2025
text-classification

Introduction of populism_binary

Model Details of populism_binary

populism_binary

This model is a fine-tuned version of bert-base-multilingual-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5785
  • Accuracy: 0.725
  • Precision: 0.0
  • Recall: 0.0
  • F1: 0.0
  • Auc: 0.5
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Auc
No log 1.0 20 0.6068 0.725 0.0 0.0 0.0 0.5
No log 2.0 40 0.5785 0.725 0.0 0.0 0.0 0.5
Framework versions
  • Transformers 4.51.3
  • Pytorch 2.4.0
  • Datasets 2.20.0
  • Tokenizers 0.21.1

Runs of ajrayman populism_binary on huggingface.co

3
Total runs
0
24-hour runs
-3
3-day runs
-4
7-day runs
-4
30-day runs

More Information About populism_binary huggingface.co Model

More populism_binary license Visit here:

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

populism_binary huggingface.co

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

populism_binary huggingface.co Url

https://huggingface.co/ajrayman/populism_binary

ajrayman populism_binary online free

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

ajrayman populism_binary online free url in huggingface.co:

https://huggingface.co/ajrayman/populism_binary

populism_binary install

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

populism_binary install url in huggingface.co:

https://huggingface.co/ajrayman/populism_binary

Url of populism_binary

populism_binary huggingface.co Url

Provider of populism_binary huggingface.co

ajrayman
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