Large Language Models
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Tree-of-Thought
Quick Definition
Framework exploring multiple reasoning paths for optimal solutions
Full Definition
A framework exploring multiple reasoning paths simultaneously using search algorithms.
Examples
complex problem solving, strategic planning, game playing
Related Terms
chain-of-thought
reasoning
More Large Language Models Terms
RAG
Enhancing LLMs by retrieving relevant external knowledge
Prompt Caching
Storing key-value states for repeated prompt prefixes
Training LLM
Adjusting parameters on large datasets to learn language
Adapter Layer
Small trainable modules in frozen transformer layers
System Prompt
Special prompt defining AI assistant behavior and constraints
Synthetic Data Generation
Using AI to create artificial training data replicating patterns