adriansanz / test7_balanced_and_sentence

huggingface.co
Total runs: 10
24-hour runs: -1
7-day runs: 2
30-day runs: 4
Model's Last Updated: March 27 2024
text-classification

Introduction of test7_balanced_and_sentence

Model Details of test7_balanced_and_sentence

test7_balanced_and_sentence

This model is a fine-tuned version of ibaucells/RoBERTa-ca-CaWikiTC on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.7381
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: 10
  • eval_batch_size: 10
  • 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: 30
Training results
Training Loss Epoch Step Validation Loss
2.8474 1.0 63 2.8422
2.8221 2.0 126 2.8406
2.8228 3.0 189 2.8483
2.7804 4.0 252 2.8079
2.6707 5.0 315 2.7224
2.5542 6.0 378 2.6884
2.3782 7.0 441 2.5568
2.302 8.0 504 2.5003
1.9717 9.0 567 2.2786
1.7659 10.0 630 2.1437
1.4552 11.0 693 2.0261
1.1394 12.0 756 1.8772
0.8644 13.0 819 1.8367
0.826 14.0 882 1.6980
0.5626 15.0 945 1.8251
0.3684 16.0 1008 1.8207
0.2861 17.0 1071 2.0102
0.2056 18.0 1134 2.2188
0.1174 19.0 1197 2.1110
0.1485 20.0 1260 2.1932
0.1064 21.0 1323 2.2119
0.065 22.0 1386 2.3062
0.0528 23.0 1449 2.3949
0.0734 24.0 1512 2.3761
0.0342 25.0 1575 2.4951
0.0686 26.0 1638 2.5017
0.0281 27.0 1701 2.5199
0.0262 28.0 1764 2.5461
0.0346 29.0 1827 2.5469
0.0261 30.0 1890 2.5541
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of adriansanz test7_balanced_and_sentence on huggingface.co

10
Total runs
-1
24-hour runs
-1
3-day runs
2
7-day runs
4
30-day runs

More Information About test7_balanced_and_sentence huggingface.co Model

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test7_balanced_and_sentence huggingface.co

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test7_balanced_and_sentence install

test7_balanced_and_sentence is an open source model from GitHub that offers a free installation service, and any user can find test7_balanced_and_sentence on GitHub to install. At the same time, huggingface.co provides the effect of test7_balanced_and_sentence install, users can directly use test7_balanced_and_sentence installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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adriansanz
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