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Train a Jev-like multimodal model by yourself. System One Model, now with vision.

Jupyter Notebook ◇ developer-tools Apache-2.0
★812STARS
⑂78FORKS
!1ISSUES
🏆#6,691GLOBAL RANK
🔥20DAYS TRENDING
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+20

STARS · LAST 30 DAYS

1

PER DAY

#10

MOST-STARRED Jupyter Notebook

Window7 days30 days90 days
Stars gained+152+20+90
Per day2211
Forks gained+19+3+10

Valen gained 20 stars in the last 30 days, about 1 a day, and now has 812. It is about 1 year old and has averaged roughly 812 stars a year. It ranks #10 among Jupyter Notebook repositories and #6,691 across all languages on GitHubRepo.

Trending Record

Valen has maintained a continuous presence across global trending indexes, peaking at #45. Below is the 30-day activity profile:

💡 Overview

Valen is an open-source project written in Python: Train a Jev-like multimodal model by yourself. System One Model, now with vision.

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

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install Valen

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

Valen 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 Valen 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

1

Install Valen using your package manager: `pip install Valen`

2

Initialize your project workspace or configuration file for Valen.

3

Import Valen into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `Valen --help` to verify successful setup.

👍 Strengths

Active community backing with 105 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

Liuziyu77/Valen is currently ranked #6,691 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#6,686 VanceVagell/kv4p-ht Java ★ 814 Compare ↗
#6,686 sbroenne/mcp-server-excel C# ★ 814 Compare ↗
#6,688 vechain/thor Go ★ 813 Compare ↗
#6,688 TeamPGM/PagerMaid-Pyro Python ★ 813 Compare ↗
#6,688 restsend/rustpbx Rust ★ 813 Compare ↗
#6,691 Liuziyu77/Valen This Project Jupyter Notebook ★ 812
#6,691 ros2/rclcpp C++ ★ 812 Compare ↗
#6,691 adamralph/simple-exec C# ★ 812 Compare ↗
#6,691 manjaro-sway/manjaro-sway Python ★ 812 Compare ↗
#6,695 ARMSX2/ARMSX3 C++ ★ 811 Compare ↗
#6,695 elstongun/leviathan Rust ★ 811 Compare ↗
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Frequently Asked Questions

What does Valen do? +

Train a Jev-like multimodal model by yourself. System One Model, now with vision.

What language is Valen written in? +

The primary language is Jupyter Notebook. Topics include: software.

Is Valen actively maintained? +

Yes, the last recorded push was on Oct 13, 2026 with 1 open issues being tracked.

How many stars does Valen have? +

Valen has 812 stars and 78 forks on GitHub.

How does Valen rank among GitHub repositories? +

With 812 stars, Liuziyu77/Valen is ranked #6,691 globally across all repositories tracked on GitHubRepo and #10 among Jupyter Notebook projects.

What license is Valen distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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