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Turn a BF16 abliterated model from Hugging Face into OpenVINO int8 or int4 IR, including a two-stage conversion and thread cap for large MoE models.
October 18, 2026 · 8 min read
Export Qwen-Image-2.1 to OpenVINO IR on Python 3.12: work around the allow_new export crash, quantize the text encoder to INT4 with group_size=-1, and swap in an abliterated encoder for an uncensored build.
October 7, 2026 · 6 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
A practical guide to converting supported PyTorch, ONNX, TensorFlow, TensorFlow Lite, PaddlePaddle, and JAX/Flax models into OpenVINO Intermediate Representation using the official OpenVINO conversion APIs and CLI.
August 19, 2026 · 6 min read
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