--- license: apache-2.0 tags: - generated_from_trainer metrics: - accuracy model-index: - name: python-bytes-distilgpt2 results: [] widget: - text: "fastAPI is a great new web framework to easily build web APIs." example_title: "fastAPI" - text: "The new tool uses sqlite for performance" example_title: "sqlite" --- # python-bytes-distilgpt2 This model is not affiliated with the Python Bytes podcast in any way. This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on [Python Bytes show notes](https://github.com/mikeckennedy/python_bytes_show_notes/tree/master/transcripts). It achieves the following results on the evaluation set: - Loss: 3.0372 - Accuracy: 0.3969 ## Model description This model generates conversation between the two show hosts (Michael Kennedy and Brian Okken), and sometimes guests appear :). ## Intended uses & limitations This model was trained specifically for educational purposes and is intended for other users to use it in a similar manner. ## Training and evaluation data Data is located [on GitHub](https://github.com/mikeckennedy/python_bytes_show_notes/tree/master/transcripts) ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 5e-05 - train_batch_size: 4 - eval_batch_size: 4 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 3.0 ### Training results ### Framework versions - Transformers 4.22.0.dev0 - Pytorch 1.12.0+cu113 - Datasets 2.4.0 - Tokenizers 0.12.1