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# gpt2_SMILES_bpe_combined_step3_3

This model is a fine-tuned version of [jarod0411/gpt2_SMILES_bpe_combined_step2_3](https://huggingface.co/jarod0411/gpt2_SMILES_bpe_combined_step2_3) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2464
- Accuracy: 0.9186

## 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 |
|:-------------:|:-----:|:------:|:---------------:|:--------:|
| 0.2631        | 1.0   | 14082  | 0.2553          | 0.9163   |
| 0.2601        | 2.0   | 28164  | 0.2532          | 0.9168   |
| 0.2578        | 3.0   | 42246  | 0.2515          | 0.9173   |
| 0.256         | 4.0   | 56328  | 0.2503          | 0.9176   |
| 0.2545        | 5.0   | 70410  | 0.2491          | 0.9179   |
| 0.2535        | 6.0   | 84492  | 0.2483          | 0.9181   |
| 0.2524        | 7.0   | 98574  | 0.2475          | 0.9183   |
| 0.2517        | 8.0   | 112656 | 0.2470          | 0.9185   |
| 0.2511        | 9.0   | 126738 | 0.2466          | 0.9186   |
| 0.2508        | 10.0  | 140820 | 0.2464          | 0.9186   |


### 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_step2_3", "model-index": [{"name": "gpt2_SMILES_bpe_combined_step3_3", "results": []}]}
transformers tensorboard safetensors gpt2 text-generation generated_from_trainer base_model:jarod0411/gpt2_SMILES_bpe_combined_step2_3 license:mit autotrain_compatible endpoints_compatible text-generation-inference region:us