Large Language Models
24 views
Beam Search
Quick Definition
Search algorithm exploring multiple output sequences
Full Definition
A search algorithm exploring multiple output sequences to find the most likely result.
Examples
machine translation, summarization, speech recognition
Related Terms
greedy-decoding
language-modeling
More Large Language Models Terms
Linear Attention
Attention with linear complexity for long sequences
PEFT
Fine-tuning methods updating only small parameter subsets
Masked Language Model
Training objective predicting randomly masked input tokens
Sliding Window Attention
Attention limiting tokens to nearby window only
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
Semantic Search
Search technique understanding meaning rather than keywords