Sector file // ai-engineering
AI ENGINEERINGDECODED.
Prompts, RAG, agents & evals
83 Questions48.5k Views3.5k Upvotes
15 easy46 med22 hard
Easy
3 questionsWhat is RAG and why use it instead of fine-tuning for knowledge?
AI Engineering · 600 views · rag, retrieval, fine-tuning
Views:600Likes:68
What are hallucinations and what causes them?
AI Engineering · 303 views · hallucination, grounding, reliability
Views:303Likes:7
What is the difference between zero-shot, one-shot and few-shot prompting?
AI Engineering · 192 views · few-shot, zero-shot, in-context-learning
Views:192Likes:32
Medium
3 questionsWhat is the difference between a base model, an instruction-tuned model and a chat model?
AI Engineering · 1.1k views · base-model, instruction-tuning, rlhf
Views:1.1kLikes:65
What is the difference between fine-tuning, LoRA and prompt engineering?
AI Engineering · 841 views · fine-tuning, lora, prompt-engineering
Views:841Likes:70
What are RLHF and DPO, and how do they turn a base model into an assistant?
AI Engineering · 274 views · training, alignment
Views:274Likes:67
Hard
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