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HuaizhengZhang /AI-Infra-from-Zero-to-Hero

Star3.7k

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

model-serving model-training mlsys ai-infra large-language-models genai llmsys

UpdatedJul 25, 2025

ZhaoJ9014 /face.evoLVe

Star3.6k

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

machine-learning computer-vision deep-learning pytorch artificial-intelligence feature-extraction supervised-learning face-recognition face-detection tencent transfer-learning nus convolutional-neural-network data-augmentation face-alignment imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

UpdatedMar 20, 2025
Python

JoePenna /Dreambooth-Stable-Diffusion

Star3.2k

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

machine-learning ai artificial-intelligence image-generation model-training img2img txt2img latent-diffusion stable-diffusion

UpdatedJan 8, 2024
Jupyter Notebook

microsoft /pai

Star2.7k

Resource scheduling and cluster management for AI

kubernetes machine-learning cloud ai jupyter chainer tensorflow gpu scheduling pytorch artificial-intelligence gpu-computing resource-management model-training on-premise cluster-manager gpu-cluster cluster-management gpu-scheduler

UpdatedJun 6, 2024
JavaScript

SkyWorkAIGC /SkyChat-Chinese-Chatbot-GPT3

Star697

SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing.

python machine-learning natural-language-processing reinforcement-learning chatbot text-generation artificial-intelligence natural-language-generation language-model model-training gpt-3 gpt3 aigc chatgpt instructgpt

UpdatedApr 7, 2023
C#

CurvineIO /curvine

Star586

High-performance distributed multi-tier cache system. Built in Rust.

rust ai s3 fluid high-performance-computing cloud-native model-deployment model-training lance inference-acceleration ai-infra opendal lancedb

UpdatedFeb 12, 2026
Rust

SkyWorkAIGC /SkyText-Chinese-GPT3

Star396

SkyText是由奇点智源发布的中文GPT3预训练大模型，可以进行文章续写、对话、中英翻译、内容风格生成、推理、诗词对联等不同任务。| SkyText is a Chinese GPT3 pre-trained large model released by Singularity-AI, which can perform different tasks such as chatting, Q&A, and Chinese-English translation.

python machine-learning reinforcement-learning ai chatbot text-generation artificial-intelligence openai model-training gpt-3 gpt3 chatgpt instructgpt

UpdatedMar 2, 2023

nebius /soperator

Star358

Run Slurm in Kubernetes

kubernetes machine-learning hpc ml slurm high-performance-computing k8s model-training k8s-operator

UpdatedFeb 20, 2026
Go

Unity-Technologies /Robotics-Object-Pose-Estimation

Star338

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

machine-learning tutorial computer-vision deep-learning robotics unity simulation motion-planning ros perception trajectory-generation manipulation urdf physics-simulation pose-estimation autonomy model-training synthetic-data robotics-simulation ur3-robot-arm

UpdatedApr 13, 2022
Python

tobecwb /stable-diffusion-regularization-images

Star162

Stable Diffusion Regularization Images in 512px, 768px and 1024px on 1.5, 2.1 and SDXL 1.0 checkpoints

deep-learning model-training stable-diffusion textual-inversion dreambooth

UpdatedDec 19, 2023

OpenDCAI /DataFlex

Star116

DataFlex is a data-centric training framework that enhances model performance by either selecting the most influential samples, optimizing their weights, or adjusting their mixing ratios.

data-science data model-training data-selection data-mixture data-reweighting data-model-interaction

UpdatedFeb 4, 2026
Python

delve-team /delve

Star83

PyTorch model training and layer saturation monitor

visualization deep-learning pytorch pruning convolutional-neural-networks model-training training-monitor layer-saturation neural-dynamics

UpdatedApr 1, 2023
Python

ystemsrx /Porn-Novel-Scraper

Star78

A script that can be used to capture various porn novels for machine learning / 一个可以用于抓取各类色情小说用于机器学习的脚本

html json scraper multi-threading web parsing scraping requests novels beautifulsoup porn model-training pornographic porn-for-free-to-download

UpdatedDec 29, 2024
Python

blib-la /captain

Sponsor

Star63

Give your computer an AI Brain

sdk ai toolkit artificial-intelligence lora datasets captioning-images human-in-the-loop model-training llm stable-diffusion generative-ai llava sdxl

UpdatedJun 10, 2024
TypeScript

JasonSloan /DeepFusion

Star59

A ready-to-use notebook!

computer-vision deep-learning yolo object-detection model-pruning model-deployment model-training

UpdatedOct 24, 2025
C++

hegongshan /Storage-for-AI-Paper

Star58

Accelerating AI Training and Inference from Storage Perspective (Must-read Papers on Storage for AI)

deep-learning tensorflow data-storage pytorch checkpoint dataloader data-preprocessing data-preparation storage-system model-training data-loading mlsys model-storage model-inference storage-for-ai

UpdatedDec 17, 2025

siromermer /Dynamic-Chess-Board-Piece-Extraction

Star55

Pipeline to convert real-life chess boards into a 2D digital format(FEN) from images and live camera feeds. The system has 2 versions: one for real-time processing using the OAK-D Lite camera and another for high-precision analysis of static images. YOLO is used to detect chess pieces, and traditional cv methods determine board positioning

python opencv computer-vision deep-learning image-processing pytorch yolo object-detection opencv-python model-training classical-computer-vision

UpdatedJan 10, 2026
Jupyter Notebook

siromermer /CS2-CSGO-Yolov8-Yolov7-ObjectDetection

Star50

Extension for CSGO game: a real-time object detection extension using a trained YOLOv8 model with TensorRT-accelerated inference to enhance aiming precision within Counter-Strike: Global Offensive (CSGO).

python computer-vision deep-learning yolo object-detection opencv-python model-training