Salka Elmadani ec36668cf5 Inference-X v1.0 — Universal AI Inference Engine

Better output from the same model. Fused computation, adaptive precision,
surgical expert loading. 305 KB, 19 backends, zero dependencies.

https://inference-x.com

2026-02-23 07:10:47 +00:00

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Contributing to Inference-X

Thank you for your interest in Inference-X! We welcome contributions from everyone — whether you're fixing a typo, optimizing a kernel, or porting to new hardware.

How to contribute

Fork the repository
Create a branch for your change (git checkout -b feature/my-improvement)
Make your changes — keep commits focused and descriptive
Test — make sure make succeeds and basic inference works
Submit a pull request with a clear description of what and why

What we're looking for

High-impact contributions

Backend performance — Faster GEMM kernels for existing platforms
New backends — RISC-V, custom ASICs, new accelerators
Model architectures — Support for new transformer variants
Quantization — New formats, better quality at lower bits

Always welcome

Bug fixes
Documentation improvements
Test scripts and benchmarks on diverse hardware
Translations of documentation
Examples and tutorials

Good first issues

Run benchmarks on your hardware and share results
Test with models we haven't tried
Improve error messages
Add code comments

Code style

C++17, no external dependencies
One function does one thing
Comments explain why, not what
No frameworks, no build tools beyond Make

Communication

Issues — Bug reports and feature requests
Pull Requests — Code contributions
Email — Elmadani.SALKA@proton.me for private matters

License

By contributing, you agree that your contributions will be licensed under BSL-1.1 (transitioning to Apache 2.0 in 2030).

Every contribution makes AI more accessible. Thank you for being part of this.

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