As a starting place, here are guides (tutorials, videos, ect.) to help you get started:
Beginner Resources
- Getting started:
Intermediate Resources
- Setting up local models with accessible tools:
- Resources on uing genAI (LLMs) to generate hypotheses
- Comparing research focused LLM tools for different points in research workflow:
Advanced Resources
- Fine-tuning an LLM (includes fine-tuning vs RAG)
- Fine-tuning an open source LLM (using Ollama)
Resources on genAI in Science Ethics
- Ethical consideration when curating content for RAG fine-tuning
- Understanding bias in LLMs
- Bias reduction techniques (in data preparation)