Skip to content

In the recent competition, we were challenged to finetune a model that can convert a LaTeX expressions into Python code effectively. My team, which I led, secured 6th place overall.

Notifications You must be signed in to change notification settings

AbdulHadi806/LLM_fune_tuning_Hackathon

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 

Repository files navigation

Convert Latex to Python code

We fine-tuned a Salesforce/CodeT5p-770 on a 35k dataset and gain an accuracy of 74% on test data scoring 6th position. We applied Lora and post quanitization to speeding up the inference and training. Moreover we also applied post processing in order to fix some common indentation issues

Space to test out our model inference

Huggingface space

Model

My Team

AbdulHadi806

acroash1122

abdulsaboor728

ashawesomeone

About

In the recent competition, we were challenged to finetune a model that can convert a LaTeX expressions into Python code effectively. My team, which I led, secured 6th place overall.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published