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