bstraehle/Meta-Llama-3.1-8B-text-to-sql

Supervised Fine-Tuning (SFT)

• Full Fine-Tuning
• Parameter-Efficient Fine-Tuning (PEFT)
  • Low-Rank Adaptation (LoRA)
  • Quantized Low-Rank Adaptation (QLoRA)

Example

• Model meta-llama/Meta-Llama-3.1-8B
• Dataset gretelai/synthetic_text_to_sql