RLHF technology graph
How RLHF connects to the rest of the AI stack. Click a node to move through the graph, or open the technology page for detail.
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Relationship types
- technical
- alternative
- integration
- evolution
- application
- classification
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Uses and depends on
- Reinforcement Learning concept Algorithms RLHF uses Reinforcement Learning High ✓ source
- DPO technique Techniques DPO based on RLHF High ✓ source
- RLAIF technique Safety & Alignment RLAIF based on RLHF High ✓ source
Applied to
- Fine-tuning technique Techniques RLHF used for Fine-tuning High ✓ source
- TRL library LLM Frameworks TRL used for RLHF High ✓ source
- Alignment technique Safety & Alignment RLHF enables Alignment High ✓ source
Alternatives
- Constitutional AI technique Safety & Alignment Constitutional AI alternative to RLHF High ✓ source
- DPO technique Techniques DPO alternative to RLHF High ✓ source
Classification
- Supervised Fine-Tuning technique Techniques Supervised Fine-Tuning part of RLHF High ✓ source