xdit-project/xDiT
xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
Star History
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+68
STARS · LAST 30 DAYS
2
PER DAY
#380
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +68 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +7 | +18 |
xDiT gained 68 stars in the last 30 days, about 2 a day, and now has 2.7K. It is about 3 years old and has averaged roughly 911 stars a year. It ranks #380 among Python repositories and #2,629 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#4039
BEST RANK
Oct 5, 2026
FIRST APPEARANCE
Active
STATUS TODAY
xDiT has maintained a continuous presence across global trending indexes, peaking at #4039. Below is the 30-day activity profile:
💡 Overview
xDiT is an open-source project written in Python: xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install xDiT⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
xDiT coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed xDiT into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install xDiT using your package manager: `pip install xDiT`
Initialize your project workspace or configuration file for xDiT.
Import xDiT into your codebase or invoke it directly from your terminal.
Execute your test suite or run `xDiT --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
xdit-project/xDiT is currently ranked #2,629 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,624 | Pathoschild/SMAPI | C# | ★ 2.7K | Compare ↗ |
| #2,625 | getnikola/nikola | Python | ★ 2.7K | Compare ↗ |
| #2,626 | libkrun/libkrun | Rust | ★ 2.7K | Compare ↗ |
| #2,627 | rails/bootsnap | Ruby | ★ 2.7K | Compare ↗ |
| #2,628 | pvolok/dekit | Rust | ★ 2.7K | Compare ↗ |
| #2,629 | xdit-project/xDiT This Project | Python | ★ 2.7K | |
| #2,630 | yesodweb/yesod | Haskell | ★ 2.7K | Compare ↗ |
| #2,631 | icereed/paperless-gpt | Go | ★ 2.7K | Compare ↗ |
| #2,632 | jarrodwatts/jev-trader | TypeScript | ★ 2.7K | Compare ↗ |
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| #2,634 | gimite/web-socket-js | JavaScript | ★ 2.7K | Compare ↗ |
Frequently Asked Questions
What does xDiT do? +
xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
What language is xDiT written in? +
The primary language is Python. Topics include: software.
Is xDiT actively maintained? +
Yes, the last recorded push was on Oct 5, 2026 with 122 open issues being tracked.
How many stars does xDiT have? +
xDiT has 2,733 stars and 350 forks on GitHub.
How does xDiT rank among GitHub repositories? +
With 2,733 stars, xdit-project/xDiT is ranked #2,629 globally across all repositories tracked on GitHubRepo and #380 among Python projects.
What license is xDiT distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
