Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
Star History
Momentum
+75
STARS · LAST 30 DAYS
3
PER DAY
#236
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +21 | +75 | +270 |
| Per day | 3 | 3 | 3 |
| Forks gained | +3 | +10 | +26 |
miles gained 75 stars in the last 30 days, about 3 a day, and now has 3K. It is about 1 year old and has averaged roughly 3K stars a year. It ranks #236 among Python repositories and #1,646 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#1782
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
miles has maintained a continuous presence across global trending indexes, peaking at #1782. Below is the 30-day activity profile:
💡 Overview
miles is an open-source project written in Python: Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
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 miles⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
miles 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 miles 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 miles using your package manager: `pip install miles`
Initialize your project workspace or configuration file for miles.
Import miles into your codebase or invoke it directly from your terminal.
Execute your test suite or run `miles --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
radixark/miles is currently ranked #1,646 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,641 | rentzsch/mogenerator | Objective-C | ★ 3K | Compare ↗ |
| #1,642 | classgraph/classgraph | Java | ★ 3K | Compare ↗ |
| #1,642 | CMB2/CMB2 | PHP | ★ 3K | Compare ↗ |
| #1,644 | androidx/media | Java | ★ 3K | Compare ↗ |
| #1,644 | duckdb/ducklake | C++ | ★ 3K | Compare ↗ |
| #1,646 | radixark/miles This Project | Python | ★ 3K | |
| #1,647 | headwaymaps/headway | Rust | ★ 3K | Compare ↗ |
| #1,648 | nodatime/nodatime | C# | ★ 3K | Compare ↗ |
| #1,649 | pytorch/TensorRT | Python | ★ 3K | Compare ↗ |
| #1,650 | mickasmt/next-saas-stripe-starter | TypeScript | ★ 3K | Compare ↗ |
| #1,651 | rust-lang/hashbrown | Rust | ★ 3K | Compare ↗ |
Frequently Asked Questions
What does miles do? +
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
What language is miles written in? +
The primary language is Python. Topics include: software.
Is miles actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 941 open issues being tracked.
How many stars does miles have? +
miles has 3,007 stars and 522 forks on GitHub.
How does miles rank among GitHub repositories? +
With 3,007 stars, radixark/miles is ranked #1,646 globally across all repositories tracked on GitHubRepo and #236 among Python projects.
What license is miles distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
