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perc_poem_baseline

This model is a fine-tuned version of ismaelfaro/gpt2-poems.en on the PERC dataset. It achieves the following results on the evaluation set:

• Loss: 5.9662
• Accuracy: 0.2925

Model description

A finetuned GPT2 on the PERC data (https://data.mendeley.com/datasets/n9vbc8g9cx/1)

Intended uses & limitations

For UCL COMP0087 SNLP poem generation baseline model

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 4
• eval_batch_size: 4
• seed: 19019509
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 50.0

Training results

Framework versions

• Transformers 4.27.3
• Pytorch 1.13.1+cu116
• Datasets 2.10.1
• Tokenizers 0.13.2