A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Tools for merging pretrained large language models.

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

machine learning system examples

My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)

MLコンペ用テンプレート

Kaggle Titanic example

building machine learning system

Codebase for BirdClef 2023 solution

🥈42nd place in CommonLit Readability Prize competition🥈

Ongoing research training transformer models at scale

My training code which is used in 4th place solution in kaggle「CommonLit - Evaluate Student Summaries」.