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# gpt2_SMILES_bpe_combined_step2_3

This model is a fine-tuned version of [jarod0411/gpt2_SMILES_bpe_combined_step1_3](https://huggingface.co/jarod0411/gpt2_SMILES_bpe_combined_step1_3) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3679
- Accuracy: 0.8796

## 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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 128
- total_eval_batch_size: 128
- 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 | Accuracy |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 0.4199        | 1.0   | 9022  | 0.4017          | 0.8707   |
| 0.4035        | 2.0   | 18044 | 0.3885          | 0.8742   |
| 0.395         | 3.0   | 27066 | 0.3817          | 0.8760   |
| 0.3896        | 4.0   | 36088 | 0.3773          | 0.8772   |
| 0.3857        | 5.0   | 45110 | 0.3741          | 0.8780   |
| 0.3828        | 6.0   | 54132 | 0.3719          | 0.8786   |
| 0.3806        | 7.0   | 63154 | 0.3702          | 0.8791   |
| 0.3791        | 8.0   | 72176 | 0.3689          | 0.8794   |
| 0.3781        | 9.0   | 81198 | 0.3682          | 0.8796   |
| 0.3774        | 10.0  | 90220 | 0.3679          | 0.8796   |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "mit", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "jarod0411/gpt2_SMILES_bpe_combined_step1_3", "model-index": [{"name": "gpt2_SMILES_bpe_combined_step2_3", "results": []}]}
transformers tensorboard safetensors gpt2 text-generation generated_from_trainer base_model:jarod0411/gpt2_SMILES_bpe_combined_step1_3 license:mit autotrain_compatible endpoints_compatible text-generation-inference region:us