Downloads · 30 days
8
2% of all-time downloads
svo-ss10k
hopkins/svo-ss10k
svo-ss10k is a text generation model from hopkins. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
419
Public
Repo size
3.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin510 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Jun 24, 2023
- Updated
- Jun 24, 2023
- SHA
- 65cd9298
Try a prompt
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. -->
svo-ss10k
This model was trained from scratch on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 5.9286
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: 0.0005
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 18
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 10.3545 | 3.83 | 50 | 8.2279 |
| 7.7367 | 7.68 | 100 | 6.7753 |
| 6.457 | 11.53 | 150 | 6.2465 |
| 5.8091 | 15.38 | 200 | 5.9286 |
Framework versions
- Transformers 4.26.1
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Jun 24, 2023
- Updated
- Jun 24, 2023