Downloads · 30 days
15
36% of all-time downloads
PLN_TS
joaohonorato/PLN_TS
PLN_TS is a text generation model from joaohonorato. 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
42
Public
Parameters
355M
4.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- May 1, 2024
- Updated
- May 1, 2024
- SHA
- aeb42006
Try a prompt
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. -->
PLN_TS
This model is a fine-tuned version of openai-community/gpt2-medium on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 10.7341
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: 0.002
- 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: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 91 | 4.6308 |
| No log | 2.0 | 182 | 5.1050 |
| No log | 3.0 | 273 | 5.5102 |
| No log | 4.0 | 364 | 6.2532 |
| No log | 5.0 | 455 | 6.6069 |
| 1.1628 | 6.0 | 546 | 7.0238 |
| 1.1628 | 7.0 | 637 | 7.1553 |
| 1.1628 | 8.0 | 728 | 7.7253 |
| 1.1628 | 9.0 | 819 | 8.2397 |
| 1.1628 | 10.0 | 910 | 8.9225 |
| 0.1611 | 11.0 | 1001 | 9.3999 |
| 0.1611 | 12.0 | 1092 | 9.8062 |
| 0.1611 | 13.0 | 1183 | 10.1804 |
| 0.1611 | 14.0 | 1274 | 10.5743 |
| 0.1611 | 15.0 | 1365 | 10.7341 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- May 1, 2024
- Updated
- May 1, 2024