Downloads · 30 days
13
2% of all-time downloads
distilgpt2_model
Rajaganapathy/distilgpt2_model
distilgpt2_model is a text generation model from Rajaganapathy. 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. --
All-time downloads
635
Public
Parameters
81.9M
5.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin328 MB · 50%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Jun 22, 2023
- Updated
- Jun 22, 2023
- SHA
- 95cc7442
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. -->
distilgpt2_model
This model is a fine-tuned version of distilgpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.7542
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.8654 | 1.0 | 1131 | 3.7724 |
| 3.7711 | 2.0 | 2262 | 3.7568 |
| 3.7311 | 3.0 | 3393 | 3.7542 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Jun 22, 2023
- Updated
- Jun 22, 2023