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dlsys_solution

Homework solutions for CMU 10-414/714 – Deep Learning Systems: Algorithms and Implementation

docker-depth-learning

docker的深入了解与掌握

dvc

🦉Data Version Control | Git for Data & Models | ML Experiments Management

echo

High performance, minimalist Go web framework

end-to-end-multi-view-fusion-for-3d-object-detection-in-lidar-point-clouds

envd

🏕️ Development environment for AI/ML

envd-server

Backend server for envd

etcd

Distributed reliable key-value store for the most critical data of a distributed system

fastertransformer

Transformer related optimization, including BERT, GPT

file-system-paper

Must-read Papers for File System (FS)

flash-attention

Fast and memory-efficient exact attention

flashlight

A C++ standalone library for machine learning

forward

A library for high performance deep learning inference on NVIDIA GPUs.

gemma

Open weights LLM from Google DeepMind.

golang101

Go语言101 : 一个与时俱进的Go编程知识库

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-fast

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

gpt4all

gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue

grounded-segment-anything

Grounded-SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

guidance

A guidance language for controlling large language models.

hack-sysml

The road to hack SysML and become an system expert

how-to-optim-algorithm-in-cuda

how to optimize some algorithm in cuda.

imagebind

ImageBind One Embedding Space to Bind Them All

imgui

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

ivy

The Unified Machine Learning Framework

k3s

Lightweight Kubernetes

kaniko

Build Container Images In Kubernetes

kornia

Computer Vision and Robotics Library for AI

kube-scheduler-simulator

The simulator for the Kubernetes scheduler

kubernetes-crd-example

Example application demonstrating the use of Kubernetes Custom Resource Definitions