license: apache-2.0 | |
base_model: ckandemir/solidity-generator | |
tags: | |
- generated_from_trainer | |
model-index: | |
- name: finetuned_sol | |
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. --> | |
# finetuned_sol | |
This model is a fine-tuned version of [ckandemir/solidity-generator](https://huggingface.co/ckandemir/solidity-generator) on an unknown dataset. | |
It achieves the following results on the evaluation set: | |
- Loss: 0.2695 | |
## 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: 7e-05 | |
- train_batch_size: 26 | |
- eval_batch_size: 26 | |
- seed: 100 | |
- distributed_type: multi-GPU | |
- num_devices: 4 | |
- total_train_batch_size: 104 | |
- total_eval_batch_size: 104 | |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
- lr_scheduler_type: linear | |
- num_epochs: 4 | |
### Training results | |
| Training Loss | Epoch | Step | Validation Loss | | |
|:-------------:|:-----:|:------:|:---------------:| | |
| 0.3698 | 1.0 | 33010 | 0.3371 | | |
| 0.3292 | 2.0 | 66020 | 0.2977 | | |
| 0.3067 | 3.0 | 99030 | 0.2782 | | |
| 0.2956 | 4.0 | 132040 | 0.2695 | | |
### Framework versions | |
- Transformers 4.33.0 | |
- Pytorch 2.1.0+cu121 | |
- Datasets 2.14.7 | |
- Tokenizers 0.13.3 | |