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GPT2-poem-baseline
COMP0087-GROUP8-22-23/GPT2-poem-baseline
GPT2-poem-baseline is a text generation model from COMP0087-GROUP8-22-23. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Apr 2, 2023
- Updated
- Apr 2, 2023
- SHA
- 0e8ea2fa
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Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Languages
- en
- Created
- Apr 2, 2023
- Updated
- Apr 2, 2023