Tag: training duration

Training duration and token counts alone don't determine LLM generalization. How sequence lengths are structured during training matters more-variable-length curricula outperform fixed-length approaches, reduce costs, and unlock true reasoning ability.

Recent-posts

Enterprise Adoption, Governance, and Risk Management for Vibe Coding

Enterprise Adoption, Governance, and Risk Management for Vibe Coding

Dec, 16 2025

Why Tokenization Still Matters in the Age of Large Language Models

Why Tokenization Still Matters in the Age of Large Language Models

Sep, 21 2025

Content Moderation Pipelines for User-Generated Inputs to LLMs: How to Prevent Harmful Content in Real Time

Content Moderation Pipelines for User-Generated Inputs to LLMs: How to Prevent Harmful Content in Real Time

Aug, 2 2025

Latency Optimization for Large Language Models: Streaming, Batching, and Caching

Latency Optimization for Large Language Models: Streaming, Batching, and Caching

Aug, 1 2025

Procuring AI Coding as a Service: Contracts and SLAs for Government Agencies

Procuring AI Coding as a Service: Contracts and SLAs for Government Agencies

Aug, 28 2025