gigwegbe

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

1775 60 12

lifelong-learning

✅ ✅ ✅ A massive repo filled with notes on everything from coding to philosophy to psychology to marketing to product

Language:ElixirUnlicense801 540

ultravox

A fast multimodal LLM for real-time voice

Language:PythonMIT780 21 19

yolov2_xilinx_fpga

A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard

Language:CMIT753 22 126

Linux_Driver_Tutorial

A Tutorial how to get started with Linux Kernel Modules and Linux Drivers.

Language:CUnlicense694 28 4

tensorrt-cpp-api

TensorRT C++ API Tutorial

Language:C++MIT573 8 61

unet.cu

UNet diffusion model in pure CUDA

Language:Cuda556 20

cameractrls

Camera controls for Linux

Language:PythonGPL-3.0534 8 51

CMSIS-FreeRTOS

FreeRTOS adaptation for CMSIS-RTOS Version 2

Language:CNOASSERTION509 61 66

sw

NVDLA SW

Language:C++NOASSERTION480 65 232

mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

Language:PythonMIT438 23 27

vision-lstm

xLSTM as Generic Vision Backbone

Language:PythonAGPL-3.0383 6 12

jetson_dla_tutorial

A tutorial for getting started with the Deep Learning Accelerator (DLA) on NVIDIA Jetson

Language:PythonNOASSERTION264 7 3

florence2-finetuning

Quick exploration into fine tuning florence 2

Language:Jupyter NotebookMIT236 3 17

transfomers-silicon-research

Research and Materials on Hardware implementation of Transformer Model

Language:Jupyter NotebookMIT187 6 1

rpi

Source code for the Raspberry Pi

Language:C108 10 14

PyNorch

Recreating PyTorch from scratch (C/C++, CUDA and Python, with multi-GPU support and automatic differentiation!)

Language:Python82 3 1

android_world

AndroidWorld is an environment and benchmark for autonomous agents

Language:PythonApache-2.077 3 3

esp32-face-recognition

TTGO T-Câmera

Language:HTML44 40

cmsis_device_h7

Provides the STM32Cube MCU Component "cmsis_device_h7" of the STM32H7 series.

Language:CApache-2.023 14 11

benchmarking-ml-on-the-edge

Benchmarking machine learning inferencing on embedded hardware.

Language:PythonMIT21 2 2

TinyissimoYOLO

Language:PythonGPL-3.011 2 1

NanoDB

Zero-copy multimodal vector DB with CUDA and CLIP/SigLIP

Language:PythonMIT10 20