NVIDIA releases Cosmos3-H-Dreams: real-time surgical simulation on a single GPU
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CUDA, ROCm or Vulkan? We compare the three local-AI platforms based on what is actually available: official software stacks, cards by VRAM tier (12, 16 and 24GB) and real speeds. Where the obvious choice remains, where AMD wins on value, and when it makes sense to leave NVIDIA.
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MagpieTTS 357M: 12-language speech synthesis that runs on a laptop
NVIDIA's MagpieTTS Multilingual 357M: 12 languages, Italian included, in a 332 MB file that runs locally on a laptop without a GPU. Requirements, a three-command setup, and the honest limits.
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