Tag: LLM inference

Learn how to choose between NVIDIA A100, H100, and CPU offloading for LLM inference in 2025. See real performance numbers, cost trade-offs, and which option actually works for production.

KV caching and continuous batching are essential for fast, affordable LLM serving. Learn how they reduce memory use, boost throughput, and enable real-world deployment on consumer hardware.

Recent-posts

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Allocating LLM Costs Across Teams: Chargeback Models That Actually Work

Jul, 26 2025

How Vibe Coding Delivers 126% Weekly Throughput Gains in Real-World Development

How Vibe Coding Delivers 126% Weekly Throughput Gains in Real-World Development

Jan, 27 2026

Compressed LLM Evaluation: Essential Protocols for 2026

Compressed LLM Evaluation: Essential Protocols for 2026

Feb, 5 2026

Visualization Techniques for Large Language Model Evaluation Results

Visualization Techniques for Large Language Model Evaluation Results

Dec, 24 2025

Why Multimodality Is the Future of Generative AI Beyond Text-Only Systems

Why Multimodality Is the Future of Generative AI Beyond Text-Only Systems

Nov, 15 2025