ajrayman / Dutifulness_binary

huggingface.co
Total runs: 113
24-hour runs: 0
7-day runs: 4
30-day runs: 110
Model's Last Updated: September 03 2026
text-classification

Introduction of Dutifulness_binary

Model Details of Dutifulness_binary

Dutifulness_binary

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

  • Loss: 0.5862
  • Accuracy: 0.7180
  • Precision: 0.6467
  • Recall: 0.6236
  • F1: 0.6349
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 143 0.5495 0.7277 0.6994 0.5390 0.6088
No log 2.0 286 0.5566 0.7320 0.6867 0.5857 0.6322
No log 3.0 429 0.5862 0.7180 0.6467 0.6236 0.6349
Framework versions
  • Transformers 4.44.1
  • Pytorch 1.11.0
  • Datasets 2.12.0
  • Tokenizers 0.19.1

Runs of ajrayman Dutifulness_binary on huggingface.co

113
Total runs
0
24-hour runs
1
3-day runs
4
7-day runs
110
30-day runs

More Information About Dutifulness_binary huggingface.co Model

More Dutifulness_binary license Visit here:

https://choosealicense.com/licenses/mit

Dutifulness_binary huggingface.co

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

Dutifulness_binary huggingface.co Url

https://huggingface.co/ajrayman/Dutifulness_binary

ajrayman Dutifulness_binary online free

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

ajrayman Dutifulness_binary online free url in huggingface.co:

https://huggingface.co/ajrayman/Dutifulness_binary

Dutifulness_binary install

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

Dutifulness_binary install url in huggingface.co:

https://huggingface.co/ajrayman/Dutifulness_binary

Url of Dutifulness_binary

Dutifulness_binary huggingface.co Url

Provider of Dutifulness_binary huggingface.co

ajrayman
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