These are some of my favorite repos: ┣━━ 🤖 llm/ml/nlp demos ┃ ┣━━ Modal examples: axolotl LLM fine tuning and applications (WIP) ┃ ┣━━ Fireworks Colab Fine Tuning ┃ ┣━━ HF SFT QLoRA with Mistral7B and Colab T4 ┃ ┣━━ Getting Started with Prompt Engineering with OpenAI API ┃ ┣━━ Bayesian beagle: Quarto blog of weekly LLM-generated summaries of Arxiv preprints ┃ ┣━━ Prodigy NER fine-tuning med7 for synthetic doctors' notes ┃ ┣━━ Prodigy LLM prompt tournament for tweet generation by topic ┃ ┣━━ LLM summarization evaluation with Prodigy ┃ ┣━━ Address extraction NER model with LLM synthetic data and Prodigy ┃ ┗━━ spaCy-Prodigy workflow for NER Citation model on eCFR Banking Regulation ┃ ┣━━ 🛠️ deployment demos ┃ ┣━━ Deploying a Huggingface model to AWS SageMaker with Snowflake connector ┃ ┣━━ Deploy Prodigy via Streamlit app on HF Spaces ┃ ┣━━ Docker templates for Prodigy ┃ ┣━━ Prodigy Docker Compose ┃ ┣━━ Prodigy OpenShift deployment ┃ ┗━━ FastAPI spaCy deployment on HF Spaces ┃ ┣━━ 📄 papers ┃ ┣━━ VitaLITy Vis (Vis 2021) ┃ ┣━━ Myopic Loss Aversion (Vis 2021) ┃ ┣━━ Bayesian Correlation Judgement (Vis 2020) ┃ ┣━━ Verifi (ICWSM 2018) ┃ ┣━━ Twitter Bumper Stickers (ICWSM 2018) ┃ ┗━━ Anchoring Effect in Visual Analytics (VAST 2017) ┃ ┗━━ 💬 teaching ┣━━ DSBA6122: Advanced Business Analytics (Summer 2024) Notebooks ┣━━ DSBA6010|STAT7027: Bayesian Statistics (Spring 2022) ┣━━ DSBA5122: Visual Analytics (Fall 2019) ┗━━ DSBA5122: Visual Analytics (Spring 2019)
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Name: Ryan Wesslen
Type: User
Bio: Data Scientist | ML Engineer | HCI/Vis researcher
Twitter: ryanwesslen
Location: Charlotte, NC