adriansanz / modelofinenew

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: -1
30-day runs: 6
Model's Last Updated: April 23 2024
text-classification

Introduction of modelofinenew

Model Details of modelofinenew

modelofinenew

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: 2.2185
  • Accuracy: 0.5126
  • F1: 0.5338
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: 20
  • eval_batch_size: 2
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 30
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
1.9546 1.6129 50 2.5028 0.2101 0.2019
1.7901 3.2258 100 2.6787 0.1849 0.1805
1.6177 4.8387 150 2.3416 0.3445 0.3332
1.2977 6.4516 200 2.0729 0.4202 0.4060
0.9411 8.0645 250 1.9746 0.4706 0.4583
0.595 9.6774 300 1.8840 0.5126 0.5167
0.3374 11.2903 350 1.8955 0.4958 0.4977
0.1974 12.9032 400 1.9658 0.5378 0.5169
0.0981 14.5161 450 2.2185 0.5126 0.5338
0.05 16.1290 500 2.3554 0.5042 0.5096
0.0312 17.7419 550 2.4366 0.5294 0.5289
0.0235 19.3548 600 2.5235 0.5210 0.5181
0.0194 20.9677 650 2.5713 0.5294 0.5289
0.0166 22.5806 700 2.6188 0.5294 0.5289
0.0148 24.1935 750 2.6473 0.5294 0.5289
0.0136 25.8065 800 2.6742 0.5210 0.5218
0.013 27.4194 850 2.6920 0.5210 0.5218
0.0129 29.0323 900 2.6961 0.5210 0.5218
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.1.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz modelofinenew on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
6
30-day runs

More Information About modelofinenew huggingface.co Model

More modelofinenew license Visit here:

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

modelofinenew huggingface.co

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

adriansanz modelofinenew online free

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

adriansanz modelofinenew online free url in huggingface.co:

https://huggingface.co/adriansanz/modelofinenew

modelofinenew install

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

modelofinenew install url in huggingface.co:

https://huggingface.co/adriansanz/modelofinenew

Url of modelofinenew

modelofinenew huggingface.co Url

Provider of modelofinenew huggingface.co

adriansanz
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