adriansanz / 2504separado2

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 2
30-day runs: 10
Model's Last Updated: April 25 2024
text-classification

Introduction of 2504separado2

Model Details of 2504separado2

2504separado2

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

  • Loss: 0.6044
  • Accuracy: 0.8529
  • Precision: 0.8532
  • Recall: 0.8529
  • F1: 0.8529
  • Ratio: 0.4874
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: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.06
  • num_epochs: 4
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Ratio
0.5772 0.9870 38 0.6198 0.8235 0.8350 0.8235 0.8220 0.4076
0.4565 2.0 77 0.6044 0.8529 0.8532 0.8529 0.8529 0.4874
0.4312 2.9870 115 0.6445 0.8445 0.8475 0.8445 0.8442 0.5462
0.4419 3.9481 152 0.6299 0.8445 0.8457 0.8445 0.8444 0.5294
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz 2504separado2 on huggingface.co

15
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0
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3-day runs
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More Information About 2504separado2 huggingface.co Model

More 2504separado2 license Visit here:

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

2504separado2 huggingface.co

2504separado2 huggingface.co is an AI model on huggingface.co that provides 2504separado2's model effect (), which can be used instantly with this adriansanz 2504separado2 model. huggingface.co supports a free trial of the 2504separado2 model, and also provides paid use of the 2504separado2. Support call 2504separado2 model through api, including Node.js, Python, http.

adriansanz 2504separado2 online free

2504separado2 huggingface.co is an online trial and call api platform, which integrates 2504separado2's modeling effects, including api services, and provides a free online trial of 2504separado2, you can try 2504separado2 online for free by clicking the link below.

adriansanz 2504separado2 online free url in huggingface.co:

https://huggingface.co/adriansanz/2504separado2

2504separado2 install

2504separado2 is an open source model from GitHub that offers a free installation service, and any user can find 2504separado2 on GitHub to install. At the same time, huggingface.co provides the effect of 2504separado2 install, users can directly use 2504separado2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

2504separado2 install url in huggingface.co:

https://huggingface.co/adriansanz/2504separado2

Url of 2504separado2

2504separado2 huggingface.co Url

Provider of 2504separado2 huggingface.co

adriansanz
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