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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Reinforcement Learning from Prompts: How Iterative Refinement Boosts LLM Accuracy

Reinforcement Learning from Prompts: How Iterative Refinement Boosts LLM Accuracy

Feb, 3 2026

Teaching with Vibe Coding: Learn Software Architecture by Inspecting AI-Generated Code

Teaching with Vibe Coding: Learn Software Architecture by Inspecting AI-Generated Code

Jan, 6 2026

Secure Prompting for Vibe Coding: How to Ask for Safer Code

Secure Prompting for Vibe Coding: How to Ask for Safer Code

Oct, 2 2025

Performance Budgets for Frontend Development: Set, Measure, Enforce

Performance Budgets for Frontend Development: Set, Measure, Enforce

Jan, 4 2026

Key Components of Large Language Models: Embeddings, Attention, and Feedforward Networks Explained

Key Components of Large Language Models: Embeddings, Attention, and Feedforward Networks Explained

Sep, 1 2025

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