valurank / distilroberta-propaganda-2class

huggingface.co
Total runs: 27
24-hour runs: -1
7-day runs: -18
30-day runs: -55
Model's Last Updated: June 09 2022
text-classification

Introduction of distilroberta-propaganda-2class

Model Details of distilroberta-propaganda-2class

distilroberta-propaganda-2class

This model is a fine-tuned version of distilroberta-base on the QCRI propaganda dataset.

It achieves the following results on the evaluation set:

  • Loss: 0.5087
  • Acc: 0.7424
Training and evaluation data

Training data is the 19-class QCRI propaganda data, with all propaganda classes collapsed to a single catch-all 'prop' class.

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 12345
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 16
  • num_epochs: 20
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Acc
0.5737 1.0 493 0.5998 0.6515
0.4954 2.0 986 0.5530 0.7080
0.4774 3.0 1479 0.5331 0.7258
0.4846 4.0 1972 0.5247 0.7339
0.4749 5.0 2465 0.5392 0.7199
0.502 6.0 2958 0.5124 0.7466
0.457 7.0 3451 0.5167 0.7432
0.4899 8.0 3944 0.5160 0.7428
0.4833 9.0 4437 0.5280 0.7339
0.5114 10.0 4930 0.5112 0.7436
0.4419 11.0 5423 0.5060 0.7525
0.4743 12.0 5916 0.5031 0.7547
0.4597 13.0 6409 0.5043 0.7517
0.4861 14.0 6902 0.5055 0.7487
0.499 15.0 7395 0.5091 0.7419
0.501 16.0 7888 0.5037 0.7521
0.4659 17.0 8381 0.5087 0.7424
Framework versions
  • Transformers 4.11.2
  • Pytorch 1.7.1
  • Datasets 1.11.0
  • Tokenizers 0.10.3

Runs of valurank distilroberta-propaganda-2class on huggingface.co

27
Total runs
-1
24-hour runs
-1
3-day runs
-18
7-day runs
-55
30-day runs

More Information About distilroberta-propaganda-2class huggingface.co Model

More distilroberta-propaganda-2class license Visit here:

https://choosealicense.com/licenses/other

distilroberta-propaganda-2class huggingface.co

distilroberta-propaganda-2class huggingface.co is an AI model on huggingface.co that provides distilroberta-propaganda-2class's model effect (), which can be used instantly with this valurank distilroberta-propaganda-2class model. huggingface.co supports a free trial of the distilroberta-propaganda-2class model, and also provides paid use of the distilroberta-propaganda-2class. Support call distilroberta-propaganda-2class model through api, including Node.js, Python, http.

distilroberta-propaganda-2class huggingface.co Url

https://huggingface.co/valurank/distilroberta-propaganda-2class

valurank distilroberta-propaganda-2class online free

distilroberta-propaganda-2class huggingface.co is an online trial and call api platform, which integrates distilroberta-propaganda-2class's modeling effects, including api services, and provides a free online trial of distilroberta-propaganda-2class, you can try distilroberta-propaganda-2class online for free by clicking the link below.

valurank distilroberta-propaganda-2class online free url in huggingface.co:

https://huggingface.co/valurank/distilroberta-propaganda-2class

distilroberta-propaganda-2class install

distilroberta-propaganda-2class is an open source model from GitHub that offers a free installation service, and any user can find distilroberta-propaganda-2class on GitHub to install. At the same time, huggingface.co provides the effect of distilroberta-propaganda-2class install, users can directly use distilroberta-propaganda-2class installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

distilroberta-propaganda-2class install url in huggingface.co:

https://huggingface.co/valurank/distilroberta-propaganda-2class

Url of distilroberta-propaganda-2class

distilroberta-propaganda-2class huggingface.co Url

Provider of distilroberta-propaganda-2class huggingface.co

valurank
ORGANIZATIONS

Other API from valurank