PrimeIntellect-ai/prime-rl
Agentic RL Training at Scale
⚡ Executive Summary & Quick Facts
Authoritative Sourceprime-rl is prime-rl is an open-source project written in Python: Agentic RL Training at Scale..
| Repository | PrimeIntellect-ai/prime-rl ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 2.2K stars · ⑂ 476 forks · #4,535 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 226 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+55
STARS · LAST 30 DAYS
2
PER DAY
#639
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +55 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +10 | +24 |
prime-rl gained 55 stars in the last 30 days, about 2 a day, and now has 2.2K. It is about 2 years old and has averaged roughly 1.1K stars a year. It ranks #639 among Python repositories and #4,535 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#7711
BEST RANK
Oct 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
prime-rl has maintained a continuous presence across global trending indexes, peaking at #7711. Below is the 30-day activity profile:
💡 Overview
prime-rl is an open-source project written in Python: Agentic RL Training at Scale.
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 prime-rl⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
prime-rl 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 prime-rl 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 prime-rl using your package manager: `pip install prime-rl`
Initialize your project workspace or configuration file for prime-rl.
Import prime-rl into your codebase or invoke it directly from your terminal.
Execute your test suite or run `prime-rl --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
PrimeIntellect-ai/prime-rl is currently ranked #4,535 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,530 | alitto/pond | Go | ★ 2.2K | Compare ↗ |
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| #4,534 | c-ares/c-ares | C | ★ 2.2K | Compare ↗ |
| #4,535 | PrimeIntellect-ai/prime-rl This Project | Python | ★ 2.2K | |
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Frequently Asked Questions
What does prime-rl do? +
Agentic RL Training at Scale
What language is prime-rl written in? +
The primary language is Python. Topics include: software.
Is prime-rl actively maintained? +
Yes, the last recorded push was on Oct 26, 2026 with 226 open issues being tracked.
How many stars does prime-rl have? +
prime-rl has 2,195 stars and 476 forks on GitHub.
How does prime-rl rank among GitHub repositories? +
With 2,195 stars, PrimeIntellect-ai/prime-rl is ranked #4,535 globally across all repositories tracked on GitHubRepo and #639 among Python projects.
What license is prime-rl distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
