Practical AI Cross over - doraithodla/notes GitHub Wiki

Topics

• Low resource AI
• Prediction Guard
• Fully connected episodes for discussing tech instead of doing interviews
• Meta Flow - Model life cycles
• Task specific models
• LLM Ops? LLMs evaluating LLMs
• Linguistic diversity (will bring different probles to the fore to discuss). Of the top 100 languages, only three are four are covered by NLP - English, German, Spanish, Mandarin
• ML for small orgs
• Connecting models to workflows that solve problems
• AI Engineering
• We are using only about 10% of the capabilities of our models
• Prompting, Chaining, aumenting
• Model centric vs data centric

Companies/Products

• HelloSwag, RodoFlow, LabelStudio

Other podcasts, video series, tracking developments

• The capabilities of LLMs
• HF model download stats (InfoMinder)

Misc

• Jonh Deer has an entire Kubernetics cluster in their tractors #practical AI