Edit model card

Jeevesh8_bert_ft_cola-60-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of Jeevesh8/bert_ft_cola-60 on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.6429

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
0.5016 None 0
0.5529 0.7256 0
0.5969 0.6648 1
0.6230 0.6267 2
0.6241 0.5885 3
0.6335 0.5662 4
0.6325 0.5520 5
0.6398 0.5452 6
0.6429 0.5404 7

Framework versions

  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2
Downloads last month
1
Inference Examples
Inference API (serverless) does not yet support peft models for this pipeline type.

Adapter for

Dataset used to train TransferGraph/Jeevesh8_bert_ft_cola-60-finetuned-lora-tweet_eval_irony

Evaluation results