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hipfire

Kaden-Schutt/hipfire

RDNA-native LLM inference engine in Rust

GitHub

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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632 stars76 forksLast push Sep 20, 2026 Rust Other

Decision brief

HIPFire is an RDNA-native LLM inference engine in Rust, specifically optimized for AMD GPUs using ROCM.

Good fit when

You are working with AMD GPUs and want to optimize your inference tasks with machine learning models on these specific hardware setups.
Your project requires low-level optimizations that leverage the capabilities of RDNA architecture directly through Rust, ensuring efficient execution on AMD GPU infrastructure.

Avoid when

If you primarily use NVIDIA GPUs or any other non-AMD GPU type for your machine learning inference tasks, HIPFire may not provide optimized results due to its specialization in RDNA architecture.
Your environment does not support ROCM software stack; HIPFire requires this infrastructure to function optimally in conjunction with AMD RDNA GPUs.

Observed Jul 16, 2026 · Source: enrich:decision_facts

hipfire alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Very active (0d since push); As of Sep 20, 2026
Provenance: Not a fork · Organization account; As of Sep 20, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

cargo add hipfire

crates.io

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A tool for RDNA-native machine learning inference optimized for AMD GPUs using Rust and ROCM.

Capability facts

Languages: rust
Source: github.language · Sep 20, 2026

README

Install Linux with ROCm 6 or newer: RDNA4 requires ROCm 6.4 or newer. gfx1151 requires ROCm 7.2 or newer. Run for a concise build ID or to compare the installed binary, managed source checkout, and daemon. Managed Linux installs can switch revisions with , , or . To uninstall a m...

For agents

This page has a .md twin and JSON over the API.

/tools/kaden-schutt-hipfire.md GET /api/graphcanon/tools/kaden-schutt-hipfire GET /api/graphcanon/graph?tool=kaden-schutt-hipfire