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
BERT
Google's bidirectional transformer for context understanding
Prompt Template
Reusable structured format with dynamic input placeholders
Speculative Decoding
Using draft model candidates verified by large model
SentencePiece
Language-agnostic tokenizer operating on raw text bytes
Adapter Layer
Small trainable modules in frozen transformer layers
Alignment Tax
Performance cost of aligning AI with human preferences