Downloads · 30 days
45
9% of all-time downloads
codeparrot-ds-sample-gpt-small-neo-10epoch1
Pavithra/codeparrot-ds-sample-gpt-small-neo-10epoch1
codeparrot-ds-sample-gpt-small-neo-10epoch1 is a text generation model from Pavithra. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
509
Public
Repo size
1.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin550 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt_neo
- Access
- Public
- Created
- Apr 8, 2022
- Updated
- Apr 8, 2022
- SHA
- 4160106b
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. -->
codeparrot-ds-sample-gpt-small-neo-10epoch1
This model is a fine-tuned version of EleutherAI/gpt-neo-125M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.5696
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.5639 | 0.94 | 1000 | 2.9253 |
| 2.3253 | 1.88 | 2000 | 2.4563 |
| 1.8494 | 2.82 | 3000 | 2.2655 |
| 1.5133 | 3.77 | 4000 | 2.1635 |
| 1.249 | 4.71 | 5000 | 2.1414 |
| 1.0194 | 5.65 | 6000 | 2.1818 |
| 0.7999 | 6.59 | 7000 | 2.2738 |
| 0.5971 | 7.53 | 8000 | 2.3910 |
| 0.4238 | 8.47 | 9000 | 2.5062 |
| 0.3107 | 9.42 | 10000 | 2.5696 |
Framework versions
- Transformers 4.18.0
- Pytorch 1.10.0+cu111
- Datasets 2.0.0
- Tokenizers 0.11.6
- Task
- Text Generation
- Library
- transformers
- Type
- gpt_neo
- License
- apache-2.0
- Created
- Apr 8, 2022
- Updated
- Apr 8, 2022