valurank / distilroberta-proppy

huggingface.co
Total runs: 17
24-hour runs: -1
7-day runs: -14
30-day runs: -5
Model's Last Updated: June 09 2022
text-classification

Introduction of distilroberta-proppy

Model Details of distilroberta-proppy

distilroberta-proppy

This model is a fine-tuned version of distilroberta-base on the proppy corpus. It achieves the following results on the evaluation set:

  • Loss: 0.1838
  • Acc: 0.9269
Training and evaluation data

The training data is the proppy corpus . See Proppy: Organizing the News Based on Their Propagandistic Content for details.

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • 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
0.3179 1.0 732 0.2032 0.9146
0.2933 2.0 1464 0.2026 0.9206
0.2938 3.0 2196 0.1849 0.9252
0.3429 4.0 2928 0.1983 0.9221
0.2608 5.0 3660 0.2310 0.9106
0.2562 6.0 4392 0.1826 0.9270
0.2785 7.0 5124 0.1954 0.9228
0.307 8.0 5856 0.2056 0.9200
0.28 9.0 6588 0.1843 0.9259
0.2794 10.0 7320 0.1782 0.9299
0.2868 11.0 8052 0.1907 0.9242
0.2789 12.0 8784 0.2031 0.9216
0.2827 13.0 9516 0.1976 0.9229
0.2795 14.0 10248 0.1866 0.9255
0.2895 15.0 10980 0.1838 0.9269
Framework versions
  • Transformers 4.11.2
  • Pytorch 1.7.1
  • Datasets 1.11.0
  • Tokenizers 0.10.3

Runs of valurank distilroberta-proppy on huggingface.co

17
Total runs
-1
24-hour runs
-19
3-day runs
-14
7-day runs
-5
30-day runs

More Information About distilroberta-proppy huggingface.co Model

More distilroberta-proppy license Visit here:

https://choosealicense.com/licenses/other

distilroberta-proppy huggingface.co

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

distilroberta-proppy huggingface.co Url

https://huggingface.co/valurank/distilroberta-proppy

valurank distilroberta-proppy online free

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

valurank distilroberta-proppy online free url in huggingface.co:

https://huggingface.co/valurank/distilroberta-proppy

distilroberta-proppy install

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

distilroberta-proppy install url in huggingface.co:

https://huggingface.co/valurank/distilroberta-proppy

Url of distilroberta-proppy

distilroberta-proppy huggingface.co Url

Provider of distilroberta-proppy huggingface.co

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