Large Language Models
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Semantic Search
Quick Definition
Search technique understanding meaning rather than keywords
Full Definition
Search technique understanding meaning and intent rather than matching exact keywords.
Examples
RAG retrieval, document search, knowledge bases
Related Terms
embedding
vector-database
More Large Language Models Terms
Llama
Meta AI's open-source large language models
RLHF
Aligning LLMs with human preferences using reinforcement learning
Multi-Head Attention
Parallel attention operations concatenated for richer representations
Instruction Tuning
Fine-tuning on instruction-response pairs for better following
Grounding LLM
Connecting LLM outputs to verifiable external sources
QLoRA
Combining 4-bit quantization with LoRA for efficiency