Downloads · 30 days
9
32% of all-time downloads
outputs
Ikeofai/outputs
outputs is a text generation model from Ikeofai. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
28
Public
Repo size
1.4 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.json2.9 MB · 61%
At a glance
- Task
- Text Generation
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Apr 9, 2024
- Updated
- May 13, 2024
- SHA
- 28023bca
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. -->
outputs
This model is a fine-tuned version of openai-community/gpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0494
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 0.03
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9872 | 4.0 | 184 | 1.7517 |
| 1.769 | 8.0 | 368 | 1.3586 |
| 1.5071 | 12.0 | 552 | 1.2644 |
| 1.4096 | 16.0 | 736 | 1.2088 |
| 1.3405 | 20.0 | 920 | 1.1738 |
| 1.2971 | 24.0 | 1104 | 1.1478 |
| 1.2609 | 28.0 | 1288 | 1.1241 |
| 1.2328 | 32.0 | 1472 | 1.1112 |
| 1.2087 | 36.0 | 1656 | 1.0996 |
| 1.1919 | 40.0 | 1840 | 1.0918 |
| 1.1687 | 44.0 | 2024 | 1.0868 |
| 1.157 | 48.0 | 2208 | 1.0768 |
| 1.1436 | 52.0 | 2392 | 1.0724 |
| 1.1296 | 56.0 | 2576 | 1.0684 |
| 1.1147 | 60.0 | 2760 | 1.0657 |
| 1.1082 | 64.0 | 2944 | 1.0622 |
| 1.102 | 68.0 | 3128 | 1.0578 |
| 1.0925 | 72.0 | 3312 | 1.0573 |
| 1.0865 | 76.0 | 3496 | 1.0533 |
| 1.0786 | 80.0 | 3680 | 1.0534 |
| 1.076 | 84.0 | 3864 | 1.0523 |
| 1.0764 | 88.0 | 4048 | 1.0505 |
| 1.0685 | 92.0 | 4232 | 1.0495 |
| 1.0684 | 96.0 | 4416 | 1.0489 |
| 1.0662 | 100.0 | 4600 | 1.0494 |
Framework versions
- PEFT 0.10.0
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- peft
- License
- mit
- Created
- Apr 9, 2024
- Updated
- May 13, 2024