LLM Fundamentals

Related Concept

• Transformer Models and LLMs
• Model Mechanis
  • Tokenization
  • Context Windows
  • Token Based Pricing
• Generation Controls
  • Temperature
  • Top-p
  • Frequency Penalty
  • Presence Penalty
  • Stopping Criteria
  • Max Length
• Model Families and Licenses
  • Open Weight Models
  • Closed Weight Models
• Understand the Basics
  • Streamed vs Unstreamed Responses
  • Reasoning vs Standard Models
  • Fine-tuning vs Prompt Engineering
  • Embeddings and Vector Search
  • Understand the Basics of RAG
  • Pricing of Common Models