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training1

tiedaar / training1

Run on huggingface.co
huggingface.co
Total runs: 109
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 23 2024
text-classification

Introduction of training1

Model Details of training1

training1

This model is a fine-tuned version of microsoft/deberta-v3-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1739
  • Accuracy: 0.9431
  • F1: 0.8115
  • Precision: 0.8659
  • Recall: 0.7636
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: 9.946303722432942e-06
  • 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
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
0.6954 1.0 61 0.6728 0.6127 0.1189 0.0936 0.1629
0.5462 2.0 122 0.3988 0.8683 0.4352 0.6972 0.3163
0.3711 3.0 183 0.3401 0.8765 0.4703 0.7535 0.3419
0.3269 4.0 244 0.3175 0.8883 0.4785 0.9524 0.3195
0.2899 5.0 305 0.2781 0.9042 0.5961 0.92 0.4409
0.2568 6.0 366 0.2576 0.9144 0.6745 0.865 0.5527
0.2176 7.0 427 0.2305 0.9242 0.7376 0.8287 0.6645
0.1879 8.0 488 0.2014 0.9329 0.7579 0.8991 0.6550
0.1541 9.0 549 0.2002 0.9329 0.7842 0.8095 0.7604
0.1275 10.0 610 0.1739 0.9431 0.8115 0.8659 0.7636
Framework versions
  • Transformers 4.40.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of tiedaar training1 on huggingface.co

109
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About training1 huggingface.co Model

More training1 license Visit here:

https://choosealicense.com/licenses/mit

training1 huggingface.co

training1 huggingface.co is an AI model on huggingface.co that provides training1's model effect (), which can be used instantly with this tiedaar training1 model. huggingface.co supports a free trial of the training1 model, and also provides paid use of the training1. Support call training1 model through api, including Node.js, Python, http.

training1 huggingface.co Url

https://huggingface.co/tiedaar/training1

tiedaar training1 online free

training1 huggingface.co is an online trial and call api platform, which integrates training1's modeling effects, including api services, and provides a free online trial of training1, you can try training1 online for free by clicking the link below.

tiedaar training1 online free url in huggingface.co:

https://huggingface.co/tiedaar/training1

training1 install

training1 is an open source model from GitHub that offers a free installation service, and any user can find training1 on GitHub to install. At the same time, huggingface.co provides the effect of training1 install, users can directly use training1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

training1 install url in huggingface.co:

https://huggingface.co/tiedaar/training1

Url of training1

training1 huggingface.co Url

Provider of training1 huggingface.co

tiedaar
ORGANIZATIONS
huggingface.co

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