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CFDistilGPT
Hiranmai49/CFDistilGPT
CFDistilGPT is a text generation model from Hiranmai49. 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
- Dec 10, 2024
- Updated
- Dec 12, 2024
- SHA
- afb2e4be
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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. -->
CFDistilGPT
This model is a fine-tuned version of distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.9080
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 140 | 3.2381 |
| No log | 2.0 | 280 | 3.1353 |
| No log | 3.0 | 420 | 3.0809 |
| 3.2346 | 4.0 | 560 | 3.0432 |
| 3.2346 | 5.0 | 700 | 3.0202 |
| 3.2346 | 6.0 | 840 | 2.9960 |
| 3.2346 | 7.0 | 980 | 2.9784 |
| 2.9216 | 8.0 | 1120 | 2.9666 |
| 2.9216 | 9.0 | 1260 | 2.9535 |
| 2.9216 | 10.0 | 1400 | 2.9435 |
| 2.7856 | 11.0 | 1540 | 2.9330 |
| 2.7856 | 12.0 | 1680 | 2.9253 |
| 2.7856 | 13.0 | 1820 | 2.9221 |
| 2.7856 | 14.0 | 1960 | 2.9184 |
| 2.6979 | 15.0 | 2100 | 2.9159 |
| 2.6979 | 16.0 | 2240 | 2.9133 |
| 2.6979 | 17.0 | 2380 | 2.9096 |
| 2.6479 | 18.0 | 2520 | 2.9102 |
| 2.6479 | 19.0 | 2660 | 2.9080 |
| 2.6479 | 20.0 | 2800 | 2.9080 |
Framework versions
- Transformers 4.46.1
- Pytorch 2.4.0+cu121
- Datasets 3.0.1
- Tokenizers 0.20.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Dec 10, 2024
- Updated
- Dec 12, 2024