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Run local LLMs and vision models on the 12 GB Intel Arc B580 with OpenVINO Model Server: VRAM and KV-cache budget, pre-converted INT4 IR builds, DFlash speculative decoding, and token/s benchmarks.
October 21, 2026 · 11 min read
Pre-converted OpenVINO IR models and matching DFlash speculative-decoding drafts for Intel Arc GPUs and Core Ultra iGPUs, with verified hidden-state locators, stateful KV caches, and measured 2.26x–4.35x speedups.
October 19, 2026 · 6 min read
A practical RAM-tier guide to running current Qwen models on Intel Core Ultra integrated GPUs with OpenVINO and OVMS, from 16 GB systems through 64 GB configurations.
September 13, 2026 · 7 min read
Export DFlash draft models and their target models to OpenVINO IR, then run speculative decoding with OpenVINO GenAI.
August 24, 2026 · 16 min read
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