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codeparrot-ds
srsawant34/codeparrot-ds
codeparrot-ds is a text generation model from srsawant34. 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 9, 2024
- Updated
- Mar 9, 2024
- SHA
- f0ebdbb7
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Base models
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. -->
codeparrot-ds
This model is a fine-tuned version of distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9628
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
- gradient_accumulation_steps: 8
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.8291 | 0.09 | 500 | 3.1048 |
| 2.7568 | 0.19 | 1000 | 2.6598 |
| 2.4536 | 0.28 | 1500 | 2.4579 |
| 2.284 | 0.38 | 2000 | 2.3267 |
| 2.1605 | 0.47 | 2500 | 2.2221 |
| 2.0615 | 0.56 | 3000 | 2.1385 |
| 1.9799 | 0.66 | 3500 | 2.0642 |
| 1.9192 | 0.75 | 4000 | 2.0100 |
| 1.8725 | 0.84 | 4500 | 1.9766 |
| 1.8484 | 0.94 | 5000 | 1.9628 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Mar 9, 2024
- Updated
- Mar 9, 2024