A Reddit user named Intrepid_Rub_3566 has shared a video review evaluating the performance of GLM 5.2 running on a dual AMD Strix Halo setup with 256GB of RAM. The discussion centers on whether this specific hardware configuration provides sufficient value for local large language model inference. The content highlights the technical feasibility of deploying GLM 5.2 in such an environment, focusing on resource utilization and speed. Viewers are directed to a YouTube link for detailed benchmarks and performance metrics. The thread also includes community comments discussing the practicality and cost-effectiveness of this dual-GPU approach.
GLM 5.2 on Dual Strix Halo (256GB): Worth it?
GLM5.2 performance
A Reddit user is collecting inference speed data for Nvidia’s 460GB nvfp4 checkpoint of GLM5.2 from the community.
GLM5.2 on 5x Pro 6000s and a 5090, an expensive journey
A user details their extensive hardware upgrade process to run the GLM 5.2 model locally, culminating in a setup of five AMD Radeon Pro W6800 GPUs and one NVIDIA RTX 5090.
llama.cpp b10306 adds SYCL GLU flat path and consolidates kernels
The llama.cpp b10306 release introduces performance optimizations for the SYCL backend, specifically targeting Gated Linear Unit (GLU) operations. The update adds a contiguous fast path for fused GLU ops and consolidates previously distinct kernels to share a common launcher.
llama.cpp b10255 extends oneDNN SDPA to non-FP16 KV caches
The llama.cpp b10255 release extends the oneDNN SDPA path to support non-FP16 key-value (KV) caches, including Q4_0–Q8_0 quantized formats and FP32. This update allows the fused systolic kernel to run identically to the native FP16 path by dequantizing or converting K/V tensors to dense FP16 on-device before processing.
Lucebox and AMD beat Nvidia DGX Spark by 3.63x on DeepSeek V4 Flash
Lucebox has partnered with AMD to demonstrate a heterogeneous consumer hardware setup that outperforms the Nvidia DGX Spark in inference speed. The system combines an AMD Radeon AI PRO R9700 GPU with a Strix Halo processor to run the full 284B DeepSeek V4 Flash model.