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  5. High-Bandwidth Memory
Infrastructure & Hardwareaka HBM

High-Bandwidth Memory

High-bandwidth memory is a stacked memory technology that provides accelerators with high data-transfer bandwidth.

Ask Melo about this← all terms

Memory dies are placed close to the processor and connected through wide interfaces. Capacity and bandwidth affect whether large models fit and how quickly parameters and activations can reach compute units.

Related terms

Edge InferenceAI AcceleratorTensor CoreAccelerator InterconnectInferenceTraining Cluster

Where High-Bandwidth Memory comes up

  • DeepSeek V4.1 Flash Cuts KV Cache HBM by ~75% — What Changed
  • Stanford MemoryDAX: 65 Years of DRAM, HBM, and NAND Flash Prices — What the Data Actually Shows
  • Mobile DRAM prices surge 83% in Q2 2026 as AI data centers squeeze smartphone supply
  • AI Chip Architectures Explained: GPU vs TPU vs Trainium vs Cerebras vs Groq