• Prompting Techniques
  • Zero shot
  • Few shot
  • Chain of Thought
  • ReACT
  • Tree of Thought
  • Multi-Hop Question and Answering
• Fine-tuning Techniques
  • Supervised Fine-Tuning(SFT)
  • Self Instruct
• Parameter Efficient Fine Tuning Techniques
  • LoRA
  • QLoRA
  • Adapters
  • Prompt Tuning
  • Prefix Tuning
• Alignment techniques
  • RLHF
  • RLAIF
  • Proximal Policy Optimization(PPO)
  • Direct Preference Optimization (DPO)
• Quantization techniques
  • GPTQ
  • GGUF
  • AWQ
  • int8
  • 8bit quant
  • 4bit quant
• Metrics
  • ROGUE
  • BLEU
  • GLUE