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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
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Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of 1mo
- Provenance
- Not a fork · Organization account
- As of 1mo
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
cargo add hipfireSimilar tools
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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 · Jul 25, 2026
Categories
Tags
README
Install
Linux with ROCm 6+:
curl -L https://raw.githubusercontent.com/Kaden-Schutt/hipfire/master/scripts/install.sh | bash
For Windows, source builds, and verifying the install: docs/GETTING_STARTED.md.
License
hipfire is dual-licensed under MIT or Apache-2.0 at your option. See LICENSE (dual-license pointer), LICENSE-MIT, LICENSE-APACHE, and NOTICE for details.
New contributions default to Apache-2.0 via DCO sign-off; existing
contributors' MIT-licensed contributions remain MIT unless they opt
in. Each source file carries an SPDX-License-Identifier reflecting
actual authorship (MIT, Apache-2.0, or MIT OR Apache-2.0). See
CONTRIBUTING.md for the contributor side and
docs/governance/relicense-2026-05.md
for the decision record (including the 2026-05-19 course correction
from a unilateral Apache-2.0 relicense to dual licensing).
Original architectural innovations originating in hipfire are catalogued in PRIOR-ART.md; derivative works (including reimplementations informed by hipfire's design) should attribute the corresponding inventions per AGENTS.md.
For agents
This page has a .md twin and JSON over the API.