TransferGraph / cointegrated_roberta-base-formality-finetuned-lora-ag_news

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 1
30-day runs: 0
Model's Last Updated: February 28 2024
text-classification

Introduction of cointegrated_roberta-base-formality-finetuned-lora-ag_news

Model Details of cointegrated_roberta-base-formality-finetuned-lora-ag_news

cointegrated_roberta-base-formality-finetuned-lora-ag_news

This model is a fine-tuned version of cointegrated/roberta-base-formality on the ag_news dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.9403
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: 0.0004
  • train_batch_size: 24
  • eval_batch_size: 24
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
accuracy train_loss epoch
0.2421 None 0
0.9303 0.2584 0
0.9325 0.1984 1
0.9376 0.1805 2
0.9403 0.1679 3
Framework versions
  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2

Runs of TransferGraph cointegrated_roberta-base-formality-finetuned-lora-ag_news on huggingface.co

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

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cointegrated_roberta-base-formality-finetuned-lora-ag_news install

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

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