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https://api-inference.huggingface.co/models/lvwerra/gpt2-imdb
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lvwerra/gpt2-imdb lvwerra/gpt2-imdb
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pytorch

tf

Contributed by

lvwerra Leandro von Werra
5 models

How to use this model directly from the 🤗/transformers library:

			
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from transformers import AutoTokenizer, AutoModelWithLMHead tokenizer = AutoTokenizer.from_pretrained("lvwerra/gpt2-imdb") model = AutoModelWithLMHead.from_pretrained("lvwerra/gpt2-imdb")

GPT2-IMDB

What is it?

A GPT2 (gpt2) language model fine-tuned on the IMDB dataset.

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