Downloads · 30 days
13
16% of all-time downloads
distilgpt2-SCAN
jjszpak/distilgpt2-SCAN
distilgpt2-SCAN is a text generation model from jjszpak. 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
82
Public
Parameters
81.9M
14.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors328 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Jan 2, 2024
- Updated
- Jan 8, 2024
- SHA
- 6eb296a6
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-SCAN
This model is a fine-tuned version of jjszpak/distilgpt2-SCAN on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1280
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 395 | 0.1359 |
| 0.129 | 2.0 | 790 | 0.1278 |
| 0.1275 | 3.0 | 1185 | 0.1298 |
| 0.1265 | 4.0 | 1580 | 0.1281 |
| 0.1265 | 5.0 | 1975 | 0.1280 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Jan 2, 2024
- Updated
- Jan 8, 2024