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donnemartin/system-design-primer

Learn how to design large-scale systems with Python.

337.4K
Stable
Python
AI Code Editors
React
#Python#System Design#Design Patterns

microsoft/TypeScript

TypeScript adds optional types to JavaScript for large-scale applications.

108.0K
Active
TypeScript
Frontend Frameworks
Linters & Formatters
JavaScript
#typescript#javascript#typechecking

deepseek-ai/DeepSeek-V3

DeepSeek-V3 is a large-scale MoE language model with 671B parameters, optimized for efficiency and performance.

101.9K
Stable
Python
LLM Frameworks
Inference
DeepSeekMoE
#large-language-model#moe-architecture#deep-learning

openai/whisper

Robust speech recognition model for multilingual tasks

95.5K
Stable
Python
AI Voice & Speech
PyTorch
#speech-recognition#multilingual#audio-processing

binhnguyennus/awesome-scalability

A curated list of resources for designing scalable, reliable, and performant large-scale systems.

69.0K
Stable
Awesome Lists
#scalability#distributed-systems#system-design

apache/spark

Unified analytics engine for large-scale data processing

42.9K
Active
Scala
ETL & Pipelines
Realtime
Apache
#big-data#spark#data-processing

hpcaitech/ColossalAI

Colossal-AI optimizes large AI model training and inference with distributed computing and GPU acceleration.

41.4K
Active
Python
ML Ops
Inference
PyTorch
#ai-optimization#distributed-training#gpu-acceleration

microsoft/unilm

Microsoft's research repo for large-scale self-supervised pre-training across tasks, languages, and modalities

22.0K
Active
Python
LLM Frameworks
#foundation-models#multimodal-ai#nlp

amplication/amplication

Amplication streamlines and accelerates large-scale software development with AI-driven workflows, code generation, and standardized delivery.

16.0K
Active
TypeScript
API Clients & Testing
NestJS
#low-code#api-development#code-generation

Wan-Video/Wan2.1

Wan is an open-source, advanced large-scale video generative model for developers building AI-powered video applications.

15.5K
Stable
Python
Computer Vision
Python
#video-generation#computer-vision#ai-models

Wan-Video/Wan2.2

A large-scale, open-source video generation model for developers building AI-powered media applications.

14.5K
Stable
Python
LLM Frameworks
Python
#video-generation#computer-vision#open-source

pinpoint-apm/pinpoint

An open-source application performance management (APM) tool for large-scale distributed systems.

13.8K
Active
Java
API Frameworks
Java
#apm#distributed-tracing#performance-monitoring

Tencent-Hunyuan/Hunyuan3D-2

A high-resolution 3D asset generation tool powered by large-scale Hunyuan3D diffusion models.

13.2K
Stable
Python
Diffusion Models
Python
#3d-generation#text-to-3d#shape-generation

Tencent-Hunyuan/HunyuanVideo

HunyuanVideo is a systematic framework for large-scale video generation using diffusion models and transformers.

11.8K
Stable
Python
Diffusion Models
#video-generation#diffusion-models#diffusion-transformer

keplergl/kepler.gl

Kepler.gl is a powerful open-source geospatial analysis tool for large-scale data visualization.

11.6K
Active
TypeScript
Charts & Visualization
React
#data-visualization#geospatial#mapbox

brightmart/nlp_chinese_corpus

Large-scale Chinese natural language processing corpus for training and fine-tuning language models

9.9K
Stable
LLM Frameworks
#chinese#nlp#corpus

fenixsoft/awesome-fenix

A curated list of resources for building reliable large-scale distributed systems.

9.4K
Archived
Vue
API Frameworks
Spring
#architecture#cloud-native#microservice

sohutv/cachecloud

A cloud management platform for Redis that supports various architectures and reduces Redis operation and maintenance costs.

9.1K
Archived
HTML
API Frameworks
Caching
#redis#cache#monitoring

LiheYoung/Depth-Anything

A foundation model for monocular depth estimation that leverages large-scale unlabeled data.

8.0K
Archived
Python
Computer Vision
Python
#depth-estimation#image-synthesis#metric-depth-estimation

prasadgujar/low-level-design-primer

This repository is a primer on low-level system design and preparation for system design interviews.

7.6K
Archived
API Frameworks
Backend Frameworks
#system-design#object-oriented-programming#design-patterns

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