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brevitas

Brevitas: quantization-aware training in PyTorch

deit

Official DeiT repository

distribuuuu

The pure and clear PyTorch Distributed Training Framework.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finn

Dataflow compiler for QNN inference on FPGAs

finn-experimental

finn-hlslib

Vivado HLS library for FINN

finn-pruning

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

hello-world

My first repository

llama.cpp

Port of Facebook's LLaMA model in C/C++

llama2.c

Inference Llama 2 in one file of pure C

llmfarm_core.swift

Swift library to work with llama and other large language models.

micronet_competition

Submission to NeurIPS 2019 micronet contest

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

openlane

OpenLane is an automated RTL to GDSII flow based on several components including OpenROAD, Yosys, Magic, Netgen and custom methodology scripts for design exploration and optimization.

plotneuralnet

Latex code for making neural networks diagrams

python-notes

My notebook for Python

pytorch-cifar

95.47% on CIFAR10 with PyTorch

q-vit

The official implementation of the NeurIPS 2022 paper Q-ViT.

usb-3.0

USB 3.0 data transfer between ARM and Cypress devices

vitis-ai

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

vitis-tutorials

Vitis In-Depth Tutorials

vitis_libraries

Vitis Libraries

yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/