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ParvoGPT2
avuhong/ParvoGPT2
ParvoGPT2 is a text generation model from avuhong. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Mar 15, 2023
- Updated
- Mar 15, 2023
- SHA
- 5b6ef46c
Try a prompt
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. -->
output
This model is a fine-tuned version of nferruz/ProtGPT2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6699
- Accuracy: 0.7571
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- total_eval_batch_size: 2
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 220 | 3.8564 | 0.4857 |
| No log | 2.0 | 440 | 2.7515 | 0.6096 |
| 4.1568 | 3.0 | 660 | 2.2463 | 0.6780 |
| 4.1568 | 4.0 | 880 | 1.9817 | 0.7152 |
| 2.2818 | 5.0 | 1100 | 1.8278 | 0.7353 |
| 2.2818 | 6.0 | 1320 | 1.7313 | 0.7486 |
| 1.8444 | 7.0 | 1540 | 1.6847 | 0.7553 |
| 1.8444 | 8.0 | 1760 | 1.6699 | 0.7571 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu117
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Mar 15, 2023
- Updated
- Mar 15, 2023