Pinned Repositories
exa-py
flowtorch
This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a community of users and contributors by focusing initially on complete infra and documentation for how to use and create components.
beanmachine
A library that allows for inference on probabilistic models
pyro
Deep universal probabilistic programming with Python and PyTorch
coding-challenge-preparation
Things that came up during solving coding practice questions with Python
dphil-thesis-final
My DPhil thesis at the University of Oxford, "Neural Networks for Inference, Inference for Neural Networks."
fine-tuning-template
A template for the code I use to do parameter-efficient fine-tuning (needs some clean-up)
gradio-chatbot-template
A Gradio chat-bot app I wrote to test my parameter-efficient fine-tuned models
peft-for-nlp
On-going project to train PeFT adapters for specialized NLP tasks
rag-from-scratch
Implementing a simple RAG pipeline from scratch with PyTorch, HF libraries, and FAISS.
stefanwebb's Repositories
stefanwebb/dphil-thesis-final
My DPhil thesis at the University of Oxford, "Neural Networks for Inference, Inference for Neural Networks."
stefanwebb/rag-from-scratch
Implementing a simple RAG pipeline from scratch with PyTorch, HF libraries, and FAISS.
stefanwebb/coding-challenge-preparation
Things that came up during solving coding practice questions with Python
stefanwebb/fine-tuning-template
A template for the code I use to do parameter-efficient fine-tuning (needs some clean-up)
stefanwebb/gradio-chatbot-template
A Gradio chat-bot app I wrote to test my parameter-efficient fine-tuned models
stefanwebb/peft-for-nlp
On-going project to train PeFT adapters for specialized NLP tasks