adriansanz / fm-tc-concat-multi

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: June 09 2024
text-classification

Introduction of fm-tc-concat-multi

Model Details of fm-tc-concat-multi

fm-tc-concat-multi

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

  • Loss: 0.2453
  • Accuracy: 0.96
  • Precision: 0.9606
  • Recall: 0.9600
  • F1: 0.9593
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
0.7009 1.0 1125 0.5866 0.852 0.8866 0.8520 0.8521
0.519 2.0 2250 0.3544 0.926 0.9308 0.9260 0.9252
0.2278 3.0 3375 0.2723 0.936 0.9384 0.9360 0.9355
0.0705 4.0 4500 0.2528 0.962 0.9629 0.9620 0.9613
0.0312 5.0 5625 0.2453 0.96 0.9606 0.9600 0.9593
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1

Runs of adriansanz fm-tc-concat-multi on huggingface.co

4
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More Information About fm-tc-concat-multi huggingface.co Model

More fm-tc-concat-multi license Visit here:

https://choosealicense.com/licenses/mit

fm-tc-concat-multi huggingface.co

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

fm-tc-concat-multi huggingface.co Url

https://huggingface.co/adriansanz/fm-tc-concat-multi

adriansanz fm-tc-concat-multi online free

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

adriansanz fm-tc-concat-multi online free url in huggingface.co:

https://huggingface.co/adriansanz/fm-tc-concat-multi

fm-tc-concat-multi install

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

fm-tc-concat-multi install url in huggingface.co:

https://huggingface.co/adriansanz/fm-tc-concat-multi

Url of fm-tc-concat-multi

fm-tc-concat-multi huggingface.co Url

Provider of fm-tc-concat-multi huggingface.co

adriansanz
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