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Sean Owen

Sean Owen

Sean Owen's posts

Mix Attention Blog Banner Image

Mosaic Research

September 18, 2024/14 min read

Inference-Friendly Models with MixAttention

A Pattern for the Lightweight Deployment of Distributed XGBoost and LightGBM Models

Data Science and ML

October 6, 2023/2 min read

A Pattern for the Lightweight Deployment of Distributed XGBoost and LightGBM Models

Automated Analysis of Product Reviews Using Large Language Models (LLMs)

Retail & Consumer Goods

August 29, 2023/6 min read

Automated Analysis of Product Reviews Using Large Language Models (LLMs)

Data Intelligence Platforms

Data Science and ML

August 23, 2023/6 min read

Using MLflow AI Gateway and Llama 2 to Build Generative AI Apps

Synthetic Data for Better Machine Learning

Data Science and ML

April 11, 2023/13 min read

Synthetic Data for Better Machine Learning

Fine-Tuning Large Language Models with Hugging Face and DeepSpeed

Data Science and ML

March 20, 2023/21 min read

Fine-Tuning Large Language Models with Hugging Face and DeepSpeed

Mitigating Bias in Machine Learning With SHAP and Fairlearn

Product

September 16, 2022/20 min read

Mitigating Bias in Machine Learning With SHAP and Fairlearn

hyperopt-blog-og

Open Source

April 15, 2021/19 min read

How (Not) to Tune Your Model With Hyperopt

Better-Machine-Learning-through-Active-Learning-03

Data Science and ML

January 15, 2020/10 min read

Better Machine Learning through Active Learning

Data Intelligence Platforms

Data Science and ML

August 15, 2019/16 min read

How (Not) To Scale Deep Learning in 6 Easy Steps

Data Intelligence Platforms

Open Source

June 17, 2019/14 min read

Detecting Data Bias Using SHAP and Machine Learning

DB-Blog-Bayesian

Data Science and ML

February 14, 2019/6 min read

Near-Real-Time Hardware Failure Rate Estimation with Bayesian Reasoning