adriansanz / FS_25_05

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: May 21 2024
text-classification

Introduction of FS_25_05

Model Details of FS_25_05

FS_25_05

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: 0.1403
  • Accuracy: 0.9745
  • Precision: 0.9751
  • Recall: 0.9743
  • F1: 0.9744
  • Ratio: 0.0529
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 Ratio
1.7313 1.0 362 1.5891 0.9137 0.9237 0.9138 0.9148 0.0569
0.3284 2.0 724 0.2812 0.9529 0.9560 0.9528 0.9533 0.0490
0.103 3.0 1086 0.1580 0.9667 0.9681 0.9665 0.9663 0.0510
0.1073 4.0 1448 0.1532 0.9686 0.9693 0.9685 0.9686 0.0529
0.1295 5.0 1810 0.1403 0.9745 0.9751 0.9743 0.9744 0.0529
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of adriansanz FS_25_05 on huggingface.co

9
Total runs
0
24-hour runs
-2
3-day runs
-1
7-day runs
2
30-day runs

More Information About FS_25_05 huggingface.co Model

More FS_25_05 license Visit here:

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

FS_25_05 huggingface.co

FS_25_05 huggingface.co is an AI model on huggingface.co that provides FS_25_05's model effect (), which can be used instantly with this adriansanz FS_25_05 model. huggingface.co supports a free trial of the FS_25_05 model, and also provides paid use of the FS_25_05. Support call FS_25_05 model through api, including Node.js, Python, http.

adriansanz FS_25_05 online free

FS_25_05 huggingface.co is an online trial and call api platform, which integrates FS_25_05's modeling effects, including api services, and provides a free online trial of FS_25_05, you can try FS_25_05 online for free by clicking the link below.

adriansanz FS_25_05 online free url in huggingface.co:

https://huggingface.co/adriansanz/FS_25_05

FS_25_05 install

FS_25_05 is an open source model from GitHub that offers a free installation service, and any user can find FS_25_05 on GitHub to install. At the same time, huggingface.co provides the effect of FS_25_05 install, users can directly use FS_25_05 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

FS_25_05 install url in huggingface.co:

https://huggingface.co/adriansanz/FS_25_05

Url of FS_25_05

Provider of FS_25_05 huggingface.co

adriansanz
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