Code, Chaos, and Copilots is a talk I gave in July 2024 as an intro to how I use AI/LLMs to augment my capabilities every day.
- What I use AI/LLMs for
- Prompting tips
- Codegen workflow
- Picking the right models
- Model formats
- Context windows
- Quantisation
- Model servers
- Inference parameters
- Clients & tools
- Getting started cheat-sheets
Disclaimer
I’m not a ML Engineer or data scientist, As such, the information presented here is based on my understanding of the subject and may not be 100% accurate or complete.
If you find errors, or have feedback on my understanding / assumptions - help me learn by raising an issue!
Recording
Personally I think the slides are more valuable than the recording, but if you’re interested in hearing me try to rush through some of the content, you can watch it here:
