Weekly Digest #147
Oct 30, 2023
Articles
How to build an enterprise LLM application: Lessons from GitHub Copilot
- Find it: Identify an impactful problem space for your LLM application
- Nail it: Create a smooth AI product experience
- Scale it: Get your LLM application ready and useable for general availability (GA)
MLEnv: Standardizing ML at Pinterest Under One ML Engine to Accelerate Innovation
Good performance is not just big O
The performance of software depends on: algorithm, storage, network, data handling, CPU, concurrency, graphics and development time
Tutorials
How to Do Model Visualization in Machine Learning?
Tools
sqids-python, Official Python port of Sqids. Generate short YouTube-looking IDs from numbers.
dumb-init, A minimal init system for Linux containers
