nie3e's picture
Update README.md
85cde26 verified
|
raw
history blame
1.39 kB
metadata
tags:
  - generated_from_trainer
model-index:
  - name: sentiment-polish-gpt2-large
    results: []
license: mit
datasets:
  - clarin-pl/polemo2-official
language:
  - pl
metrics:
  - accuracy

sentiment-polish-gpt2-large

This model is a fine-tuned version of sdadas/polish-gpt2-large on the None dataset. It achieves the following results on the evaluation set:

  • epoch: 10.0
  • eval_accuracy: 0.9634
  • eval_loss: 0.3139
  • eval_runtime: 132.9089
  • eval_samples_per_second: 197.428
  • eval_steps_per_second: 98.714
  • step: 65610

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: 2e-05
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.1