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DYG_DistillGPT2
TSingye/DYG_DistillGPT2
DYG_DistillGPT2 is a text generation model from TSingye. 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
- May 14, 2024
- Updated
- May 14, 2024
- SHA
- 84b5a899
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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. -->
DYG_DistillGPT2
This model is a fine-tuned version of distilbert/distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4678
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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 8 | 0.6735 |
| No log | 2.0 | 16 | 0.6331 |
| No log | 3.0 | 24 | 0.6168 |
| No log | 4.0 | 32 | 0.5801 |
| No log | 5.0 | 40 | 0.5487 |
| No log | 6.0 | 48 | 0.5625 |
| No log | 7.0 | 56 | 0.5189 |
| No log | 8.0 | 64 | 0.4941 |
| No log | 9.0 | 72 | 0.4708 |
| No log | 10.0 | 80 | 0.4678 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- May 14, 2024
- Updated
- May 14, 2024