LLM Fine-Tuning Pipeline

Show Notes

Fine-tuning an LLM on your own data can dramatically improve domain performance. Alex and Sam cover LoRA, QLoRA, SFT, RLHF, and how to build a practical fine-tuning pipeline.

Key Takeaways

• Alex and Sam cover LoRA, QLoRA, SFT, RLHF, and how to build a practical fine-tuning pipeline.
• Core concepts covered: Fine Tuning, Lora, Qlora, and 2 more.
• Key trade-offs and design decisions you can apply to your own system design interviews.

Architecture Diagram