dtorber / roberta-base

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 3
30-day runs: 4
Model's Last Updated: April 25 2024
text-classification

Introduction of roberta-base

Model Details of roberta-base

roberta-base

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

  • Loss: 1.3745
  • Icm: -0.0196
  • Icmnorm: 0.4901
  • Fmeasure: 0.6565
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: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Icm Icmnorm Fmeasure
0.6233 1.0 771 0.6371 -0.0341 0.4827 0.6416
0.4026 2.0 1542 0.8523 -0.1320 0.4330 0.5968
0.2684 3.0 2313 1.3745 -0.0196 0.4901 0.6565
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of dtorber roberta-base on huggingface.co

12
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
4
30-day runs

More Information About roberta-base huggingface.co Model

More roberta-base license Visit here:

https://choosealicense.com/licenses/mit

roberta-base huggingface.co

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

roberta-base huggingface.co Url

https://huggingface.co/dtorber/roberta-base

dtorber roberta-base online free

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

dtorber roberta-base online free url in huggingface.co:

https://huggingface.co/dtorber/roberta-base

roberta-base install

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

roberta-base install url in huggingface.co:

https://huggingface.co/dtorber/roberta-base

Url of roberta-base

roberta-base huggingface.co Url

Provider of roberta-base huggingface.co

dtorber
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Total runs: 0
Run Growth: 0
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Updated:May 15 2024