readme: ---
  language: "mn"
  thumbnail: "https://avatars.githubusercontent.com/u/43239645?s=60&v=4"
  tags:
  - gpt2
  datasets:
  - oscar
  ---
  
  # Mongolian GPT2
  
  Goal is to create a strong language generation model for Mongolian
  Since initial code and data is pretty much written by @patrickvonplaten and other huggingface members, it should not be so hard to get the first sense.
  
  ## Model
  Randomly initialized GPT2 model
  
  ## Datasets
  We can use OSCAR which is available through datasets
  
  ## Datasets
  A causal language modeling script for Flax is available here 1. It can be used pretty much without any required code changes.
  If there is time left, I’d love to try some private crawling and integrate it datasets.
  
  ## Expected Outcome
  Understandable Mongolian text generation model
  
  ## Challenges
  Lack of data → OSCAR Mongolian is just 2.2G. Maybe we need to research ways to acquire more data with this.