Kuongan / CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 5
Model's Last Updated: January 29 2025
text-classification

Introduction of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

Model Details of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

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

  • Loss: 0.1585
  • F1: 0.7761
  • Roc Auc: 0.8594
  • Accuracy: 0.8023
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
0.1357 1.0 226 0.1244 0.6851 0.8156 0.7894
0.1306 2.0 452 0.1244 0.6946 0.8366 0.8001
0.1151 3.0 678 0.1231 0.7179 0.8454 0.8087
0.1002 4.0 904 0.1351 0.7313 0.8424 0.7930
0.0801 5.0 1130 0.1574 0.7465 0.8632 0.7701
0.0784 6.0 1356 0.1402 0.7424 0.8525 0.7822
0.0731 7.0 1582 0.1521 0.7605 0.8529 0.7808
0.0547 8.0 1808 0.1619 0.7545 0.8614 0.7758
0.0375 9.0 2034 0.1509 0.7680 0.8729 0.7872
0.0314 10.0 2260 0.1711 0.7521 0.8667 0.7815
0.0313 11.0 2486 0.1585 0.7761 0.8594 0.8023
0.0242 12.0 2712 0.1686 0.7635 0.8732 0.7915
0.0194 13.0 2938 0.1706 0.7644 0.8690 0.7973
0.0167 14.0 3164 0.1669 0.7623 0.8659 0.7915
Framework versions
  • Transformers 4.47.0
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0

Runs of Kuongan CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
5
30-day runs

More Information About CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co Model

More CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt license Visit here:

https://choosealicense.com/licenses/mit

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co is an AI model on huggingface.co that provides CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt's model effect (), which can be used instantly with this Kuongan CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt model. huggingface.co supports a free trial of the CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt model, and also provides paid use of the CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt. Support call CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt model through api, including Node.js, Python, http.

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co Url

https://huggingface.co/Kuongan/CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

Kuongan CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt online free

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co is an online trial and call api platform, which integrates CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt's modeling effects, including api services, and provides a free online trial of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt, you can try CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt online for free by clicking the link below.

Kuongan CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt online free url in huggingface.co:

https://huggingface.co/Kuongan/CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt install

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt is an open source model from GitHub that offers a free installation service, and any user can find CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt on GitHub to install. At the same time, huggingface.co provides the effect of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt install, users can directly use CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt install url in huggingface.co:

https://huggingface.co/Kuongan/CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

Url of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt

CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co Url

Provider of CS221-xlm-roberta-base-orm-finetuned-finetuned-orm-tapt huggingface.co

Kuongan
ORGANIZATIONS

Other API from Kuongan