|
--- |
|
license: bsd-3-clause |
|
base_model: Salesforce/codet5p-220m |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: codet5p-220m-v30 |
|
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. --> |
|
|
|
# codet5p-220m-v30 |
|
|
|
This model is a fine-tuned version of [Salesforce/codet5p-220m](https://huggingface.co./Salesforce/codet5p-220m) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.0641 |
|
- Bleu Score: 0.0007 |
|
- Gen Len: 14.5204 |
|
|
|
## 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: 12 |
|
- eval_batch_size: 12 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 3 |
|
- mixed_precision_training: Native AMP |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len | |
|
|:-------------:|:-----:|:-----:|:---------------:|:----------:|:-------:| |
|
| 0.1254 | 1.0 | 8517 | 0.0991 | 0.0007 | 14.4791 | |
|
| 0.0632 | 2.0 | 17034 | 0.0714 | 0.0007 | 14.51 | |
|
| 0.0462 | 3.0 | 25551 | 0.0641 | 0.0007 | 14.5204 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.38.0.dev0 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.17.0 |
|
- Tokenizers 0.15.2 |
|
|
