LLM VRAM Usage Cut by 45x? What Jet-Nemotron Really Means for Local Users
NVIDIA’s Jet-Nemotron claims a 45x VRAM reduction for local LLMs. Here’s what that really means for speed, context length, and consumer GPUs.| Hardware Corner
For local LLM enthusiasts, VRAM has always been the main constraint when choosing hardware. Now, a new option is becoming more accessible at a price point that’s hard to ignore. The Huawei Atlas 300I Duo, an AI inference card from China, is showing up on platforms like Alibaba for under $1500, offering an impressive 96 […]| Hardware Corner
The latest rumors around AMD’s upcoming RDNA5 flagship, codenamed AT0, suggest a 512-bit memory bus paired with GDDR7. For anyone running large quantized LLMs locally, this is the part of the leak worth paying attention to – not the shader counts or gaming benchmarks. If the leak is accurate, bandwidth and VRAM capacity could finally […]| Hardware Corner
NVIDIA’s Jet-Nemotron claims a 45x VRAM reduction for local LLMs. Here’s what that really means for speed, context length, and consumer GPUs.| Hardware Corner
