| # GPT2-IMDB | |
| ## What is it? | |
| A GPT2 (`gpt2`) language model fine-tuned on the [IMDB dataset](https://www.kaggle.com/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews). | |
| ## Training setting | |
| The GPT2 language model was fine-tuned for 1 epoch on the IMDB dataset. All comments were joined into a single text file separated by the EOS token: | |
| ``` | |
| import pandas as pd | |
| df = pd.read_csv("imdb-dataset.csv") | |
| imdb_str = " <|endoftext|> ".join(df['review'].tolist()) | |
| with open ('imdb.txt', 'w') as f: | |
| f.write(imdb_str) | |
| ``` | |
| To train the model the `run_language_modeling.py` script in the `transformer` library was used: | |
| ``` | |
| python run_language_modeling.py | |
| --train_data_file imdb.txt | |
| --output_dir gpt2-imdb | |
| --model_type gpt2 | |
| --model_name_or_path gpt2 | |
| ``` | |