ML irl

Fine tuning IRL

Fine-tuning Guide with a 4090

Python

Use Rye to manage Python per-project versions and packages. Like Cargo for Python.

PyTorch

light-the-torch · PyPI

pip install light-the-torch
ltt install torch

Prompt engineering

Prompt Engineering Guide | Prompt Engineering Guide

Synthetic data

Synthetic data for privacy-preserving clinical risk prediction | Scientific Reports

Data: ETL applications of AI

The overlooked GenAI use case

‘Learnable’ tasks (aka can AI/ML help?)

[2210.17011] A picture of the space of typical learnable tasks

Tools for deploying ML systems

Infrastructure for ML, AI, and Data Science | Outerbounds

• Metaflow Now Supports All the Major Clouds: Google Cloud, Azure, and AWS | Outerbounds