Distributed Inference Archives

ComfyUI on AMD Ryzen AI MAX: 96 GB Unified Memory vs 16 GB NVIDIA

At AIFinitee, we have spent months benchmarking LLM inference on our dual-node AMD Ryzen AI MAX 395+ cluster. We have measured tokens per second across MiniMax-M2 and Qwen3.5-397B. We have…

AMD Distributed Inference

Speed vs. Smarts: When Bigger Models Win for Local AI Coding

At AIFinitee, we've spent months chasing tokens per second. Our two-node AMD Ryzen AI MAX cluster hits 17-20 tok/s with MiniMax-M2. Our Linux-vs-Windows benchmarks showed how your OS quietly taxes…

AMD Distributed Inference

Linux vs Windows for LLM Inference: More Tokens/Second on Linux

Same GPU, different OS = different performance. See why Linux delivers 5-30% more tokens/sec than Windows across NVIDIA, AMD, and Intel GPUs.

AMD Distributed Inference MiniMax

AMD Ryzen AI MAX Two-Node Cluster Guide | LLM Setup (17-20 tok/s)

One of the beliefs we hold at AIfinitee is that LLMs will only get bigger. Bigger LLMs will mean more memory for usage in either cloud compute or local compute.…