Hugging Face's logo

GuillaumeSalouHF
/
distilgpt2

English
exbert
Model card Files Community
3
distilgpt2 / README.md
GuillaumeSalouHF's picture
GuillaumeSalouHF HF staff
test
dc1cb92
preview code
|
raw
history blame
1.03 kB
metadata
language: en
tags:
  - exbert
license: apache-2.0
datasets:
  - openwebtext

DistilGPT2

test

DistilGPT2 English language model pretrained with the supervision of GPT2 (the smallest version of GPT2) on OpenWebTextCorpus, a reproduction of OpenAI's WebText dataset. The model has 6 layers, 768 dimension and 12 heads, totalizing 82M parameters (compared to 124M parameters for GPT2). On average, DistilGPT2 is two times faster than GPT2.

On the WikiText-103 benchmark, GPT2 reaches a perplexity on the test set of 16.3 compared to 21.1 for DistilGPT2 (after fine-tuning on the train set).

We encourage to check GPT2 to know more about usage, limitations and potential biases.