My first impressions on ROCm and Strix Halo

Article

• Author runs LLMs on AMD Strix Halo (unified memory APU) via ROCm and llama.cpp
• Covers setup, BIOS update requirement, GGUF quantization, and PyTorch GPU detection
• Strix Halo’s unified memory avoids PCIe bottleneck for inference workloads

Discussion

• Commenters recommend Unsloth/Bartowski imatrix quants over DIY GGUF conversion
• AMD’s official Lemonade project cited as better starting point with Strix Halo support
• Criticism: no benchmarks or token/sec numbers makes writeup hard to evaluate

Discuss on HN