RLHF & Alignment
Apply RLHF, DPO, and reward modelling to align language models.
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Confidence · no data yet
After this skill you can…
- Describe the RLHF pipeline end-to-end
- Implement DPO fine-tuning
- Identify reward hacking failure modes
Prerequisites
Watch (5 videos)
Reinforcement Learning with Human Feedback (RLHF), Clearly Explained!!!
→ Align LLMs with human feedback→ Use RLHF for LLM alignment
RLHF Explained | How AI Learns from Human Feedback
→ Align AI systems with human values→ Implement RLHF in AI models→ Improve AI safety
building the best RLHF (TRLX) library w/ Louis Castricato
→ Build RLHF models→ Align RLHF with business goals
What is RLHF (Reinforcement Learning from Human Feedback) ? | The Secret Ingredient Behind ChatGPT
→ Align RLHF with LLM goals→ Optimize RLHF for better results
RLHF explained
→ Align language models with human values→ Implement RLHF in AI systems
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