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
Prompt Template
Reusable structured format with dynamic input placeholders
Multi-Head Attention
Parallel attention operations concatenated for richer representations
GPT
OpenAI's family of autoregressive large language models
Semantic Search
Search technique understanding meaning rather than keywords
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Tokenization
Breaking text into tokens for language model processing