Tag: SentencePiece

Despite the rise of massive language models, tokenization remains essential for accuracy, efficiency, and cost control. Learn why subword methods like BPE and SentencePiece still shape how LLMs understand language.

Recent-posts

The Future of Generative AI: Agentic Systems, Lower Costs, and Better Grounding

The Future of Generative AI: Agentic Systems, Lower Costs, and Better Grounding

Jul, 23 2025

Prompt Sensitivity in Large Language Models: Why Small Word Changes Change Everything

Prompt Sensitivity in Large Language Models: Why Small Word Changes Change Everything

Oct, 12 2025

How Training Duration and Token Counts Affect LLM Generalization

How Training Duration and Token Counts Affect LLM Generalization

Dec, 17 2025

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Jul, 26 2025

Private Prompt Templates: How to Prevent Inference-Time Data Leakage in AI Systems

Private Prompt Templates: How to Prevent Inference-Time Data Leakage in AI Systems

Aug, 10 2025