mateiaass / student-finetuned-REDv2

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 2
30-day runs: 3
Model's Last Updated: February 27 2023
text-classification

Introduction of student-finetuned-REDv2

Model Details of student-finetuned-REDv2

student-finetuned-REDv2

This model is a fine-tuned version of racai/distilbert-base-romanian-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2894
  • F1: 0.5107
  • Roc Auc: 0.6972
  • Accuracy: 0.3996
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8
Training results
Training Loss Epoch Step Validation Loss F1 Roc Auc Accuracy
No log 1.0 256 0.3880 0.0317 0.5090 0.0166
0.4119 2.0 512 0.3440 0.2117 0.5686 0.1381
0.4119 3.0 768 0.3183 0.3701 0.6359 0.2836
0.313 4.0 1024 0.3041 0.4360 0.6653 0.3481
0.313 5.0 1280 0.2974 0.4720 0.6791 0.3702
0.2758 6.0 1536 0.2926 0.4947 0.6906 0.3886
0.2758 7.0 1792 0.2908 0.4983 0.6917 0.3904
0.2571 8.0 2048 0.2894 0.5107 0.6972 0.3996
Framework versions
  • Transformers 4.26.1
  • Pytorch 1.13.1+cu116
  • Datasets 2.10.0
  • Tokenizers 0.13.2

Runs of mateiaass student-finetuned-REDv2 on huggingface.co

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

More Information About student-finetuned-REDv2 huggingface.co Model

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student-finetuned-REDv2 huggingface.co

student-finetuned-REDv2 huggingface.co is an AI model on huggingface.co that provides student-finetuned-REDv2's model effect (), which can be used instantly with this mateiaass student-finetuned-REDv2 model. huggingface.co supports a free trial of the student-finetuned-REDv2 model, and also provides paid use of the student-finetuned-REDv2. Support call student-finetuned-REDv2 model through api, including Node.js, Python, http.

student-finetuned-REDv2 huggingface.co Url

https://huggingface.co/mateiaass/student-finetuned-REDv2

mateiaass student-finetuned-REDv2 online free

student-finetuned-REDv2 huggingface.co is an online trial and call api platform, which integrates student-finetuned-REDv2's modeling effects, including api services, and provides a free online trial of student-finetuned-REDv2, you can try student-finetuned-REDv2 online for free by clicking the link below.

mateiaass student-finetuned-REDv2 online free url in huggingface.co:

https://huggingface.co/mateiaass/student-finetuned-REDv2

student-finetuned-REDv2 install

student-finetuned-REDv2 is an open source model from GitHub that offers a free installation service, and any user can find student-finetuned-REDv2 on GitHub to install. At the same time, huggingface.co provides the effect of student-finetuned-REDv2 install, users can directly use student-finetuned-REDv2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

student-finetuned-REDv2 install url in huggingface.co:

https://huggingface.co/mateiaass/student-finetuned-REDv2

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mateiaass
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