Tag: token counts

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

NLP Pipelines vs End-to-End LLMs: When to Use Each for Real-World Applications

NLP Pipelines vs End-to-End LLMs: When to Use Each for Real-World Applications

Jan, 20 2026

E-Commerce Product Discovery with LLMs: How Semantic Matching Boosts Sales

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Jan, 14 2026

Architectural Innovations Powering Modern Generative AI Systems

Architectural Innovations Powering Modern Generative AI Systems

Jan, 26 2026

Backlog Hygiene for Vibe Coding: How to Manage Defects, Debt, and Enhancements

Backlog Hygiene for Vibe Coding: How to Manage Defects, Debt, and Enhancements

Jan, 31 2026

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

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

Aug, 1 2025