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# gpt-expt-sp-v3-K-600-MA-Mac-actions-kmeans-v20

This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0506

## 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: 0.0005
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.1868        | 0.18  | 5000  | 0.1545          |
| 0.112         | 0.36  | 10000 | 0.0991          |
| 0.0948        | 0.55  | 15000 | 0.0856          |
| 0.086         | 0.73  | 20000 | 0.0796          |
| 0.0805        | 0.91  | 25000 | 0.0742          |
| 0.0757        | 1.09  | 30000 | 0.0712          |
| 0.072         | 1.27  | 35000 | 0.0677          |
| 0.0685        | 1.46  | 40000 | 0.0645          |
| 0.0653        | 1.64  | 45000 | 0.0617          |
| 0.0623        | 1.82  | 50000 | 0.0592          |
| 0.0595        | 2.0   | 55000 | 0.0569          |
| 0.057         | 2.19  | 60000 | 0.0549          |
| 0.0549        | 2.37  | 65000 | 0.0532          |
| 0.0533        | 2.55  | 70000 | 0.0518          |
| 0.0523        | 2.73  | 75000 | 0.0509          |
| 0.0519        | 2.91  | 80000 | 0.0506          |


### Framework versions

- Transformers 4.34.1
- Pytorch 2.1.0+cu121
- Datasets 2.14.7
- Tokenizers 0.14.1

{"license": "mit", "tags": ["generated_from_trainer"], "base_model": "gpt2", "model-index": [{"name": "gpt-expt-sp-v3-K-600-MA-Mac-actions-kmeans-v20", "results": []}]}
transformers pytorch gpt2 text-generation generated_from_trainer base_model:gpt2 license:mit autotrain_compatible endpoints_compatible text-generation-inference region:us