quatization

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Puji7tha / fpga-cnn-cifar10-pynq

HLS accelerator for the first conv+BN layer of a VGG-like CNN on CIFAR-10, tiled 8x8 across four DATAFLOW stages for PYNQ-Z2. Includes the PyTorch training and INT8/16/32 quantization sweep that selected the deployment format.

fpga zynq hls cnn pytorch pynq hardware-acceleration cifar10 axi4 vitis-hls quatization

Updated Sep 8, 2026
Jupyter Notebook

emadqedies56 / AI-Smart-Legal-Auditor

Star

Multilingual LLM System for Contract Risk Analysis & Legal Disambiguation (Qwen2.5-7B, 4-bit NF4, Gradio)

nlp transformers pytorch legal-ai llm legal-analytics-and-data-science gardio bitesandbytes qwen2-5 quatization

Updated Jul 27, 2026
Python

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