Tag: LLM inference

GPU Selection for LLM Inference: A100 vs H100 vs CPU Offloading

GPU Selection for LLM Inference: A100 vs H100 vs CPU Offloading

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.

Transformer Efficiency Tricks: KV Caching and Continuous Batching in LLM Serving

Transformer Efficiency Tricks: KV Caching and Continuous Batching in LLM Serving

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.

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Predicting Performance Gains from Scaling Large Language Models

Predicting Performance Gains from Scaling Large Language Models

Mar, 15 2026

Data Privacy for Large Language Models: Principles and Practical Controls

Data Privacy for Large Language Models: Principles and Practical Controls

Jan, 28 2026

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

Community and Ethics for Generative AI: How Transparency and Stakeholder Engagement Shape Responsible Use

Community and Ethics for Generative AI: How Transparency and Stakeholder Engagement Shape Responsible Use

Mar, 22 2026

When Vibe Coding Works Best: Project Types That Benefit from AI-Generated Code

When Vibe Coding Works Best: Project Types That Benefit from AI-Generated Code

Mar, 23 2026

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