#ai inference Tech News.
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AMD and Cerebras Systems are combining Instinct GPUs with SRAM-powered AI accelerators for ultra-low-latency inference on agentic workloads. The collaboration was announced during AMD CEO Lisa Su's Advancing AI keynote. Cerebras CEO Andrew Feldman has been critical of Nvidia.
Running local LLMs under 4B parameters on consumer hardware delivers better speed and usability than forcing larger models. A 20B model on 8GB VRAM drops from 40 to 8 tokens per second. Granite 4.0 H 1B scores 78.5 on IFEval, matching Qwen 2.5 32B at 81.
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