Downloads · 30 days
20
3% of all-time downloads
gpt2-completion-finetune-id-review-gen
affahrizain/gpt2-completion-finetune-id-review-gen
gpt2-completion-finetune-id-review-gen is a text generation model from affahrizain. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
734
Public
Parameters
117M
8.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors466 MB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Feb 17, 2024
- Updated
- Feb 18, 2024
- SHA
- 3a27bbe3
Try a prompt
Base models
Datasets
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. -->
gpt2-completion-finetune-id-review-gen
This model is a fine-tuned version of indobenchmark/indogpt on the id-review-gen dataset. It achieves the following results on the evaluation set:
- Loss: 1.2807
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5971 | 1.0 | 2065 | 1.5028 |
| 1.4759 | 2.0 | 4130 | 1.4118 |
| 1.4151 | 3.0 | 6195 | 1.3649 |
| 1.3746 | 4.0 | 8260 | 1.3400 |
| 1.3533 | 5.0 | 10325 | 1.3165 |
| 1.3273 | 6.0 | 12390 | 1.3030 |
| 1.306 | 7.0 | 14455 | 1.2944 |
| 1.2946 | 8.0 | 16520 | 1.2879 |
| 1.2829 | 9.0 | 18585 | 1.2814 |
| 1.2818 | 10.0 | 20650 | 1.2807 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.17.0
- Tokenizers 0.15.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Feb 17, 2024
- Updated
- Feb 18, 2024