metadata

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 on Python Bytes show notes.

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

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