We follow the environment settings of PTQ4SAM, please refer to the environment.sh in the root directory. For example, to perform W4A4 quantization for SAM-B with a ...
This workflow converts trained language models from HuggingFace format to GGUF (GPT-Generated Unified Format) - the standard format used by llama.cpp and compatible inference tools. It handles the ...
We list the best IDE for Python, to make it simple and easy for programmers to manage their Python code with a selection of specialist tools. An Integrated Development Environment (IDE) allows you to ...
Abstract: Quantization is a critical technique employed across various research fields for compressing deep neural networks (DNNs) to facilitate deployment within resource-limited environments. This ...
Abstract: In this article, we study the problem of output feedback control for nonlinear systems under event-triggered implementation and dynamic quantization. We focus on the case where the initial ...
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