Kuongan / xlm-roberta-base-orm-finetuned-RC

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: January 22 2025
text-classification

Introduction of xlm-roberta-base-orm-finetuned-RC

Model Details of xlm-roberta-base-orm-finetuned-RC

xlm-roberta-base-orm-finetuned-RC

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

  • Loss: 0.1601
  • F1: 0.7300
  • Roc Auc: 0.8430
  • Accuracy: 0.7865
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: cosine
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss F1 Roc Auc Accuracy
0.3339 1.0 173 0.3340 0.0802 0.5241 0.3232
0.2949 2.0 346 0.2964 0.2033 0.5805 0.4582
0.2907 3.0 519 0.2675 0.2310 0.5878 0.4960
0.2597 4.0 692 0.2893 0.3373 0.6269 0.5091
0.2228 5.0 865 0.2364 0.4120 0.6713 0.6013
0.1866 6.0 1038 0.2217 0.4968 0.7081 0.6442
0.1703 7.0 1211 0.2259 0.5067 0.7092 0.6594
0.1453 8.0 1384 0.2135 0.5197 0.7235 0.6616
0.1298 9.0 1557 0.1996 0.5738 0.7616 0.6986
0.1032 10.0 1730 0.1876 0.5818 0.7495 0.7153
0.0899 11.0 1903 0.1777 0.6154 0.7826 0.7364
0.0896 12.0 2076 0.1796 0.6200 0.7878 0.7386
0.0786 13.0 2249 0.1675 0.6526 0.8030 0.7603
0.0754 14.0 2422 0.1726 0.6975 0.8317 0.7640
0.0627 15.0 2595 0.1664 0.7049 0.8276 0.7647
0.0632 16.0 2768 0.1745 0.6847 0.8227 0.7640
0.0546 17.0 2941 0.1625 0.7151 0.8361 0.7800
0.0503 18.0 3114 0.1618 0.7230 0.8406 0.7821
0.0504 19.0 3287 0.1611 0.7247 0.8415 0.7829
0.0482 20.0 3460 0.1601 0.7300 0.8430 0.7865
Framework versions
  • Transformers 4.47.0
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0

Runs of Kuongan xlm-roberta-base-orm-finetuned-RC on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
1
30-day runs

More Information About xlm-roberta-base-orm-finetuned-RC huggingface.co Model

More xlm-roberta-base-orm-finetuned-RC license Visit here:

https://choosealicense.com/licenses/mit

xlm-roberta-base-orm-finetuned-RC huggingface.co

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

xlm-roberta-base-orm-finetuned-RC huggingface.co Url

https://huggingface.co/Kuongan/xlm-roberta-base-orm-finetuned-RC

Kuongan xlm-roberta-base-orm-finetuned-RC online free

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

Kuongan xlm-roberta-base-orm-finetuned-RC online free url in huggingface.co:

https://huggingface.co/Kuongan/xlm-roberta-base-orm-finetuned-RC

xlm-roberta-base-orm-finetuned-RC install

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

xlm-roberta-base-orm-finetuned-RC install url in huggingface.co:

https://huggingface.co/Kuongan/xlm-roberta-base-orm-finetuned-RC

Url of xlm-roberta-base-orm-finetuned-RC

xlm-roberta-base-orm-finetuned-RC huggingface.co Url

Provider of xlm-roberta-base-orm-finetuned-RC huggingface.co

Kuongan
ORGANIZATIONS

Other API from Kuongan