|
--- |
|
license: mit |
|
base_model: prajjwal1/bert-tiny |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: bert-tiny-finetuned-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. --> |
|
|
|
# bert-tiny-finetuned-wikitext2 |
|
|
|
This model is a fine-tuned version of [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 2.7805 |
|
|
|
## 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: 8 |
|
- 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 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:------:|:---------------:| |
|
| 3.5579 | 1.0 | 16295 | 3.1073 | |
|
| 3.3944 | 2.0 | 32590 | 2.9692 | |
|
| 3.2968 | 3.0 | 48885 | 2.8999 | |
|
| 3.2654 | 4.0 | 65180 | 2.8584 | |
|
| 3.2519 | 5.0 | 81475 | 2.8261 | |
|
| 3.2435 | 6.0 | 97770 | 2.8016 | |
|
| 3.2276 | 7.0 | 114065 | 2.7961 | |
|
| 3.1999 | 8.0 | 130360 | 2.7843 | |
|
| 3.1726 | 9.0 | 146655 | 2.7742 | |
|
| 3.1774 | 10.0 | 162950 | 2.7833 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.39.3 |
|
- Pytorch 2.4.0+cu121 |
|
- Datasets 2.20.0 |
|
- Tokenizers 0.15.2 |
|
|
