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
Llama
Meta AI's open-source large language models
GGUF
File format for LLMs optimized for local inference
BPE
Subword tokenization algorithm merging frequent character pairs
Sparse Attention
Attention attending to only a subset of tokens
Fine-Tuning
Further training pre-trained models on specific domain data
Tree-of-Thought
Framework exploring multiple reasoning paths for optimal solutions