adriansanz / FS_27_06_normal

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 0
30-day runs: 13
Model's Last Updated: May 27 2024
text-classification

Introduction of FS_27_06_normal

Model Details of FS_27_06_normal

FS_27_06_normal

This model is a fine-tuned version of projecte-aina/roberta-base-ca-v2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1484
  • Accuracy: 0.97
  • Precision: 0.9713
  • Recall: 0.97
  • F1: 0.9701
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: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
1.7048 1.0 375 1.5380 0.948 0.9492 0.9480 0.9480
0.1844 2.0 750 0.2731 0.954 0.9597 0.9540 0.9550
0.1253 3.0 1125 0.1484 0.97 0.9713 0.97 0.9701
0.0213 4.0 1500 0.1617 0.97 0.9715 0.9700 0.9701
0.0175 5.0 1875 0.1521 0.974 0.9749 0.974 0.9740
Framework versions
  • Transformers 4.41.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of adriansanz FS_27_06_normal on huggingface.co

18
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0
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3-day runs
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7-day runs
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More Information About FS_27_06_normal huggingface.co Model

More FS_27_06_normal license Visit here:

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

FS_27_06_normal huggingface.co

FS_27_06_normal huggingface.co is an AI model on huggingface.co that provides FS_27_06_normal's model effect (), which can be used instantly with this adriansanz FS_27_06_normal model. huggingface.co supports a free trial of the FS_27_06_normal model, and also provides paid use of the FS_27_06_normal. Support call FS_27_06_normal model through api, including Node.js, Python, http.

FS_27_06_normal huggingface.co Url

https://huggingface.co/adriansanz/FS_27_06_normal

adriansanz FS_27_06_normal online free

FS_27_06_normal huggingface.co is an online trial and call api platform, which integrates FS_27_06_normal's modeling effects, including api services, and provides a free online trial of FS_27_06_normal, you can try FS_27_06_normal online for free by clicking the link below.

adriansanz FS_27_06_normal online free url in huggingface.co:

https://huggingface.co/adriansanz/FS_27_06_normal

FS_27_06_normal install

FS_27_06_normal is an open source model from GitHub that offers a free installation service, and any user can find FS_27_06_normal on GitHub to install. At the same time, huggingface.co provides the effect of FS_27_06_normal install, users can directly use FS_27_06_normal installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

FS_27_06_normal install url in huggingface.co:

https://huggingface.co/adriansanz/FS_27_06_normal

Url of FS_27_06_normal

FS_27_06_normal huggingface.co Url

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adriansanz
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