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-Framework Desktop ML (cogito) Hardware Specifications
-
-Model: AMD Ryzen AI MAX+ 395 (Strix Halo)
-CPU: 16 cores Zen 5
-GPU: Radeon 8060S (40 RDNA 3.5 CUs)
-Total RAM: 128GB unified memory
-Max VRAM: 96GB (via AMD Variable Graphics Memory)
-NPU: XDNA 2, 50+ peak AI TOPS
-GPU Arch: gfx1151
-Peak Perf: 59.4 FP16/BF16 TFLOPS @ 2.9GHz
-
-Inference Performance (AMD testing with LM Studio 0.3.11 / llama.cpp 1.18):
-- Small models (1-3B): ~100+ tokens/sec
-- Medium models (7-8B): ~60-80 tokens/sec
-- Large models (20B): ~58 tokens/sec
-- Very large models (120B): ~38 tokens/sec
-- Context support: Up to 256K tokens with Flash Attention