Large Language Models
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Embeddings LLM
Quick Definition
Dense vectors capturing semantic meaning of text
Full Definition
Dense vector representations of text capturing semantic meaning generated by language models.
Examples
semantic search, similarity comparison, clustering
Related Terms
embedding
vector-database
More Large Language Models Terms
Jailbreaking
Circumventing AI safety restrictions through prompt techniques
Tree-of-Thought
Framework exploring multiple reasoning paths for optimal solutions
RoPE
Position encoding using rotation matrices for relative positions
DPO
Alignment method bypassing reward model for preference learning
Multi-Head Attention
Parallel attention operations concatenated for richer representations
Hallucination LLM
LLMs generating plausible but incorrect information