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
Grounded Generation
Generating outputs faithful to provided source documents
KV Cache
Memory optimization storing key-values for faster generation
Scaling Laws
Relationships between model size, data, compute, and performance
Adapter Layer
Small trainable modules in frozen transformer layers
Beam Search
Search algorithm exploring multiple output sequences
GGUF
File format for LLMs optimized for local inference