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Code for the paper "Language Models are Unsupervised Multitask Learners"

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gpt-2

Code and samples from the paper "Language Models are Unsupervised Multitask Learners"

Installation

Download the model data:

gsutil rsync -r gs://gpt-2/models/ models/

Install python packages:

pip install -r requirements.txt

Sample generation

WARNING: Samples are unfiltered and may contain offensive content.

To generate unconditional samples from the small model:

python3 src/main.py | tee samples

There are various flags for controlling the samples:

python3 src/main.py --top_k 40 --temperature 0.7 | tee samples

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Code for the paper "Language Models are Unsupervised Multitask Learners"

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  • Python 97.7%
  • Shell 2.3%