model-training 开源项目推荐（941 个）

ultralytics /yolov5

PyTorch中的Ultralytics YOLOv5用于对象检测、实例分割、分类、训练和输出。

ultralytics /yolov3

基于PyTorch实现的YOLOv3、YOLOv3-SPP和YOLOv3-tiny模型，适用于实时物体检测需求。这些模型支持训练、验证、推理功能，并且可以输出多种格式的数据。

flyteorg /flyte

动态、有弹性的 AI 编排。在构建 AI 工作流时协调数据、模型和计算资源。

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

令人敬畏的机器学习系统机器学习的语法系统、LLM（大型语言模型）、GenAI（生成性AI）。🍻OLDI、NLDI、SIGCOMM、SoCC、MLSys等。🧑‍💻🗃️

ZhaoJ9014 /face.evoLVe

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

OpenDCAI /DataFlex

DataFlex：面向大语言模型以数据为中心训练的统一基准与评估平台

JoePenna /Dreambooth-Stable-Diffusion

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.

microsoft /pai

Resource scheduling and cluster management for AI

NVIDIA-NeMo /Nemotron

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

CurvineIO /curvine

AI 原生与云原生文件系统：面向云对象存储的高性能文件语义层，集成高速缓存

SkyWorkAIGC /SkyChat-Chinese-Chatbot-GPT3

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、对联、写古诗等任务。|SkyChat 是一个基于中文 GPT3 API 的聊天机器人项目。和ChatGPT一样，它能进行人机聊天、问答，还能完成中英翻译、内容延续、对句和中国古诗创作等任务。

nebius /soperator

Run Slurm in Kubernetes

SkyWorkAIGC /SkyText-Chinese-GPT3

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.

ultralytics /xview-yolov3

YOLOv3 training, preprocessing, validation, and inference for object detection in xView satellite imagery and the xView detection challenge.

Unity-Technologies /Robotics-Object-Pose-Estimation

一个完整的端到端演示，我们在Unity中收集训练数据，并利用这些数据训练深度神经网络来预测立方体的姿态。该模型随后被部署到模拟的机器人拾取和放置任务中。

ultralytics /hub

Ultralytics平台教程与支持

ultralytics /notebooks

Ultralytics YOLO tutorials for Colab, Kaggle, and SageMaker covering training, inference, export, and vision tasks.

GrayboxTech /weightslab

Monitoring platform for ML teams building real‑world AI at scale.

tobecwb /stable-diffusion-regularization-images

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

ultralytics /hub-sdk

Retired Python SDK for the shut-down Ultralytics HUB API, kept for reference; build new integrations on the Ultralytics Platform REST API