Tag: LLM accuracy

How Vocabulary Size in LLMs Affects Accuracy and Performance

How Vocabulary Size in LLMs Affects Accuracy and Performance

Vocabulary size in large language models directly impacts accuracy, multilingual performance, and efficiency. New research shows larger vocabularies (100k-256k tokens) outperform traditional 32k models, especially in code and non-English tasks.

Read more
Search-Augmented Large Language Models: RAG Patterns That Improve Accuracy

Search-Augmented Large Language Models: RAG Patterns That Improve Accuracy

RAG patterns boost LLM accuracy by 35-60% by fetching real-time data before answering. Learn how hybrid search, query expansion, and recursive retrieval fix hallucinations and cut errors in enterprise AI.

Read more

Categories

Archives

Tag Cloud

vibe coding large language models LLM security prompt injection AI security prompt engineering AI tool integration enterprise AI retrieval-augmented generation LLM accuracy generative AI data sovereignty LLM operating model LLMOps teams LLM roles and responsibilities LLM governance prompt engineering team system prompt leakage LLM07 AI coding