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
System Prompt
Special prompt defining AI assistant behavior and constraints
RAG
Enhancing LLMs by retrieving relevant external knowledge
Function Calling
Structured mechanism for LLMs to generate API function calls
Autoregressive Model
Generative model predicting next token from previous tokens
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Multi-Head Attention
Parallel attention operations concatenated for richer representations