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
Multi-Head Attention
Parallel attention operations concatenated for richer representations
Semantic Search
Search technique understanding meaning rather than keywords
Positional Encoding
Incorporating token position information into transformers
Prompt Template
Reusable structured format with dynamic input placeholders
Sliding Window Attention
Attention limiting tokens to nearby window only
Constitutional AI
Training AI to follow explicit principles for consistency