LLM Training Beyond Basics: Preference Tuning, Evals and Deployment
Coming soon BeginnerIntermediateAdvanced
Get notified on YouTube Udemy certificate: coming soon
- Udemy
- Coming soon
- Lessons
- 4
- Planned length
- About 55 min
- Practicals
- Planned: a hands-on practical and a Udemy assignment in every section, plus a capstone
What you will be able to do
- Explain why chat models feel helpful
- Align a model with preference pairs and pick a method
- Train a small model to reason with verifiable rewards
- Train a small model to call tools better with GRPO
Syllabus
Training LLMs: Preference Tuning and Alignment
- RLHF and Preference Tuning, Explained Explain why chat models feel helpful
- DPO Hands-On (and ORPO, KTO, Reward Models) Align a model with preference pairs and pick a method
- GRPO and RL for Reasoning Train a small model to reason with verifiable rewards
Frontier and Advanced: Frontier Agent Engineering
- RL Fine-Tuning for Agents: GRPO on Tool Use Train a small model to call tools better with GRPO
Lesson list from the ADITEJUS curriculum. Planned lengths are estimates per lesson; Udemy shows the final length.