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Adrian Boguszewski

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Cloud? No Thanks! I’m Gonna Run GenAI on My AI PCPyData Eindhoven 20242024-07-11
Claims a single AI PC runs GenAI in seconds by combining CPU GPU and NPU and using the OpenVINO Toolkit to optimize models and reduce dependencies. Demos are…
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Beyond the Continuum: The Importance of Quantization in Deep LearningPyData Eindhoven 20232023-11-30
Quantization shrinks models and speeds inference with concrete gains: weight compression cuts LLaMA‑7B from 25 GB to 6 GB and Dolly from 44 to 11 GB…
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Optimize your network inference time with OpenVINOPyCon DE & PyData Berlin 20222022-04-11
Converts trained TensorFlow/Keras/PyTorch (via ONNX) models with the Model Optimizer into IR files (XML + BIN), applies optional post‑training quantization…
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In the service of the history. AI in archivistics.PyData Warsaw 20192019-12-12
A pipeline labels and recognizes faces on archival photos and ships as working prototypes, not slides. Trained on a long‑tailed set with 250k published and 37…
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