TransferGraph / mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-tweet_eval_irony

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 2
30-day runs: 10
Model's Last Updated: February 29 2024
text-classification

Introduction of mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-tweet_eval_irony

Model Details of mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-tweet_eval_irony

mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of mrm8488/codebert-base-finetuned-detect-insecure-code on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.6775
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: 0.0005
  • 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: 8
Training results
accuracy train_loss epoch
0.4513 None 0
0.5958 0.7121 0
0.5853 0.6449 1
0.6513 0.6233 2
0.6639 0.5983 3
0.6670 0.5817 4
0.6073 0.5755 5
0.6723 0.5722 6
0.6775 0.5690 7
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 mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-tweet_eval_irony on huggingface.co

12
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
10
30-day runs

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