---
license: mit
base_model: gpt2-medium
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: zinc10M_gpt2-medium_SMILES_step1
  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. -->

# zinc10M_gpt2-medium_SMILES_step1

This model is a fine-tuned version of [gpt2-medium](https://huggingface.co/gpt2-medium) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5598
- Accuracy: 0.8151

## 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: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 64
- total_eval_batch_size: 64
- 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 |
|:-------------:|:-----:|:------:|:---------------:|:--------:|
| 0.635         | 1.0   | 10635  | 0.6169          | 0.8007   |
| 0.6073        | 2.0   | 21270  | 0.5937          | 0.8066   |
| 0.5932        | 3.0   | 31905  | 0.5828          | 0.8093   |
| 0.5843        | 4.0   | 42540  | 0.5754          | 0.8112   |
| 0.5782        | 5.0   | 53175  | 0.5704          | 0.8124   |
| 0.5729        | 6.0   | 63810  | 0.5666          | 0.8134   |
| 0.5691        | 7.0   | 74445  | 0.5638          | 0.8141   |
| 0.5666        | 8.0   | 85080  | 0.5620          | 0.8145   |
| 0.5644        | 9.0   | 95715  | 0.5606          | 0.8149   |
| 0.5629        | 10.0  | 106350 | 0.5598          | 0.8151   |


### Framework versions

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