Sanyam Bhutani's Projects
The 3rd edition of course.fast.ai
Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al
fastai-ml remastered for 2021
Documentation source for fastai (see http://docs.fast.ai for final docs)
100 exercises to learn JAX
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
A complete daily plan for studying to become a machine learning engineer.
Notebooks for the "A walk with fastai2" Study Group and Lecture Series