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VRAM

High-bandwidth memory on discrete graphics cards

Hardware

In plain English

The ultra-fast backpack memory attached directly to your graphics card.

Technically

Dedicated GPU memory (GDDR6X/GDDR7 or HBM3e) offering 500 to 3000+ GB/s bandwidth. Model weights + KV cache must fit within VRAM to avoid the massive 30x bandwidth penalty of offloading layers over PCIe.

Related terms

Memory BandwidthQuantizationExLlamaV2 (EXL2)

Lessons that use it

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