Downloads · 30 days
11
2% of all-time downloads
gpt-expt-sp-v3-3-mixed
nikaashpuri/gpt-expt-sp-v3-3-mixed
gpt-expt-sp-v3-3-mixed is a text generation model from nikaashpuri. 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
553
Public
Repo size
6.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin510 MB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Dec 26, 2022
- Updated
- Dec 27, 2022
- SHA
- b5acddd9
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. -->
gpt-expt-sp-v3-3-mixed
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0486
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: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 300
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4472 | 27.62 | 5000 | 0.0555 |
| 0.0593 | 55.25 | 10000 | 0.0511 |
| 0.054 | 82.87 | 15000 | 0.0502 |
| 0.0519 | 110.5 | 20000 | 0.0493 |
| 0.0508 | 138.12 | 25000 | 0.0490 |
| 0.05 | 165.74 | 30000 | 0.0488 |
| 0.0495 | 193.37 | 35000 | 0.0487 |
| 0.0492 | 220.99 | 40000 | 0.0486 |
| 0.049 | 248.62 | 45000 | 0.0486 |
| 0.0488 | 276.24 | 50000 | 0.0486 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.1+cu117
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Dec 26, 2022
- Updated
- Dec 27, 2022