Applied Machine Learning Researcher
- San Francisco, CA
- http://stefanwebb.me
Popular repositories Loading
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dphil-thesis-final
dphil-thesis-final PublicMy DPhil thesis at the University of Oxford, "Neural Networks for Inference, Inference for Neural Networks."
TeX 7
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rag-from-scratch
rag-from-scratch PublicImplementing a simple RAG pipeline from scratch with PyTorch, HF libraries, and FAISS.
Jupyter Notebook 1
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coding-challenge-preparation
coding-challenge-preparation PublicThings that came up during solving coding practice questions with Python
Python
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gradio-chatbot-template
gradio-chatbot-template PublicA Gradio chat-bot app I wrote to test my parameter-efficient fine-tuned models
Python
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fine-tuning-template
fine-tuning-template PublicA template for the code I use to do parameter-efficient fine-tuning (needs some clean-up)
Jupyter Notebook
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peft-for-nlp
peft-for-nlp PublicOn-going project to train PeFT adapters for specialized NLP tasks
Jupyter Notebook
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