Downloads · 30 days
276
30% of all-time downloads
gpt2-xl-ft-1
newtonkwan/gpt2-xl-ft-1
gpt2-xl-ft-1 is a text generation model from newtonkwan. 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
934
Public
Repo size
25.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin6.3 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Mar 13, 2022
- Updated
- Mar 16, 2022
- SHA
- e31681d9
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. -->
gpt2-xl-ft-with-non-challenging
This model is a fine-tuned version of gpt2-xl on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4872
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: 4
- eval_batch_size: 4
- seed: 2020
- gradient_accumulation_steps: 32
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100.0
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.99 | 31 | 1.5517 |
| No log | 1.99 | 62 | 1.3733 |
| No log | 2.99 | 93 | 1.4207 |
| No log | 3.99 | 124 | 1.4872 |
Framework versions
- Transformers 4.17.0
- Pytorch 1.10.0+cu111
- Datasets 1.18.4
- Tokenizers 0.11.6
Perplexity
Score: 28.26373863220215
Dataset Size
Size: 5000
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Mar 13, 2022
- Updated
- Mar 16, 2022