|
|
--- |
|
|
tags: |
|
|
- generated_from_trainer |
|
|
model-index: |
|
|
- name: gpt2-wikitext2 |
|
|
results: [] |
|
|
--- |
|
|
|
|
|
<!-- 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-wikitext2 |
|
|
|
|
|
This model was trained from scratch on the None dataset. |
|
|
It achieves the following results on the evaluation set: |
|
|
- Loss: 5.5247 |
|
|
|
|
|
## 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: 2e-05 |
|
|
- train_batch_size: 32 |
|
|
- eval_batch_size: 8 |
|
|
- seed: 42 |
|
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
|
- lr_scheduler_type: linear |
|
|
- num_epochs: 10.0 |
|
|
|
|
|
### Training results |
|
|
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|
|:-------------:|:-----:|:----:|:---------------:| |
|
|
| 5.1361 | 1.0 | 563 | 5.5247 | |
|
|
| 5.1381 | 2.0 | 1126 | 5.5247 | |
|
|
| 5.1415 | 3.0 | 1689 | 5.5247 | |
|
|
| 5.1383 | 4.0 | 2252 | 5.5247 | |
|
|
| 5.1372 | 5.0 | 2815 | 5.5247 | |
|
|
| 5.1406 | 6.0 | 3378 | 5.5247 | |
|
|
| 5.1363 | 7.0 | 3941 | 5.5247 | |
|
|
| 5.1388 | 8.0 | 4504 | 5.5247 | |
|
|
| 5.1375 | 9.0 | 5067 | 5.5247 | |
|
|
| 5.1373 | 10.0 | 5630 | 5.5247 | |
|
|
|
|
|
|
|
|
### Framework versions |
|
|
|
|
|
- Transformers 4.29.2 |
|
|
- Pytorch 2.0.1+cu118 |
|
|
- Datasets 2.12.0 |
|
|
- Tokenizers 0.13.3 |
|
|
|
