Tag: A100 GPU

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.

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

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

Sep, 5 2025

Calibration and Outlier Handling in Quantized LLMs: How to Keep Accuracy When Compressing Models

Calibration and Outlier Handling in Quantized LLMs: How to Keep Accuracy When Compressing Models

Jul, 6 2025

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

Speculative Decoding and MoE: How These Techniques Slash LLM Serving Costs

Speculative Decoding and MoE: How These Techniques Slash LLM Serving Costs

Dec, 20 2025

Testing and Monitoring RAG Pipelines: Synthetic Queries and Real Traffic

Testing and Monitoring RAG Pipelines: Synthetic Queries and Real Traffic

Aug, 12 2025

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